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Self-Supervised Learning for Videos: A Survey
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Outgoing claims: the papers this work cites, builds on, or argues with.
inferredcites →https://doi.org/10.1007/978-3-030-01231-1_39openalex-snapshot
Audio-Visual Scene Analysis with Self-Supervised Multisensory Features
inferredcites →https://doi.org/10.1007/978-3-030-01264-9_9openalex-snapshot
Deep Clustering for Unsupervised Learning of Visual Features
inferredcites →https://doi.org/10.1007/978-3-030-01267-0_19openalex-snapshot
Rethinking Spatiotemporal Feature Learning: Speed-Accuracy Trade-offs in Video Classification
inferredcites →https://doi.org/10.1007/978-3-030-58523-5_13openalex-snapshot
Self-supervised Learning of Audio-Visual Objects from Video
inferredcites →https://doi.org/10.1007/978-3-030-58568-6_5openalex-snapshot
Self-supervised Motion Representation via Scattering Local Motion Cues
inferredcites →https://doi.org/10.1007/978-3-030-58580-8_19openalex-snapshot
Memory-Augmented Dense Predictive Coding for Video Representation Learning
inferredcites →https://doi.org/10.1007/978-3-030-58621-8_45openalex-snapshot
Contrastive Multiview Coding
inferredcites →https://doi.org/10.1007/978-3-319-10602-1_48openalex-snapshot
Microsoft COCO: Common Objects in Context
inferredcites →https://doi.org/10.1007/978-3-319-46448-0_32openalex-snapshot
Shuffle and Learn: Unsupervised Learning Using Temporal Order Verification
inferredcites →https://doi.org/10.1007/978-3-658-40442-0_9openalex-snapshot
Generative Adversarial Nets
inferredcites →https://doi.org/10.1007/s11263-016-0981-7openalex-snapshot
Visual Genome: Connecting Language and Vision Using Crowdsourced Dense Image Annotations
inferredcites →https://doi.org/10.1007/s11263-017-1013-yopenalex-snapshot
Every Moment Counts: Dense Detailed Labeling of Actions in Complex Videos
inferredcites →https://doi.org/10.1007/s11633-021-1293-0openalex-snapshot
Deep Audio-visual Learning: A Survey
inferredcites →https://doi.org/10.1007/s11831-019-09344-wopenalex-snapshot
A Survey of Deep Learning and Its Applications: A New Paradigm to Machine Learning
inferredcites →https://doi.org/10.1016/j.cviu.2022.103406openalex-snapshot
TCLR: Temporal contrastive learning for video representation
inferredcites →https://doi.org/10.1016/j.image.2020.115967openalex-snapshot
Self-supervised video representation learning by maximizing mutual information
inferredcites →https://doi.org/10.1016/j.knosys.2020.106534openalex-snapshot
Self-supervised representation learning by predicting visual permutations
inferredcites →https://doi.org/10.1016/j.neucom.2020.05.123openalex-snapshot
Deep video action clustering via spatio-temporal feature learning
inferredcites →https://doi.org/10.1109/asru51503.2021.9688253openalex-snapshot
w2v-BERT: Combining Contrastive Learning and Masked Language Modeling for Self-Supervised Speech Pre-Training
inferredcites →https://doi.org/10.1109/cvpr.2014.105openalex-snapshot
The Language of Actions: Recovering the Syntax and Semantics of Goal-Directed Human Activities
inferredcites →https://doi.org/10.1109/cvpr.2014.180openalex-snapshot
Learning Fine-Grained Image Similarity with Deep Ranking
inferredcites →https://doi.org/10.1109/cvpr.2015.7298682openalex-snapshot
FaceNet: A unified embedding for face recognition and clustering
inferredcites →https://doi.org/10.1109/cvpr.2015.7298698openalex-snapshot
ActivityNet: A large-scale video benchmark for human activity understanding
inferredcites →https://doi.org/10.1109/cvpr.2015.7299087openalex-snapshot
CIDEr: Consensus-based image description evaluation
inferredcites →https://doi.org/10.1109/cvpr.2016.452openalex-snapshot
Robust Scene Text Recognition with Automatic Rectification
inferredcites →https://doi.org/10.1109/cvpr.2016.571openalex-snapshot
MSR-VTT: A Large Video Description Dataset for Bridging Video and Language
inferredcites →https://doi.org/10.1109/cvpr.2016.572openalex-snapshot
NetVLAD: CNN Architecture for Weakly Supervised Place Recognition
inferredcites →https://doi.org/10.1109/cvpr.2016.90openalex-snapshot
Deep Residual Learning for Image Recognition
inferredcites →https://doi.org/10.1109/cvpr.2017.367openalex-snapshot
Lip Reading Sentences in the Wild
inferredcites →https://doi.org/10.1109/cvpr.2017.502openalex-snapshot
Quo Vadis, Action Recognition? A New Model and the Kinetics Dataset
inferredcites →https://doi.org/10.1109/cvpr.2017.607openalex-snapshot
Self-Supervised Video Representation Learning with Odd-One-Out Networks
inferredcites →https://doi.org/10.1109/cvpr.2017.638openalex-snapshot
Learning Features by Watching Objects Move
inferredcites →https://doi.org/10.1109/cvpr.2017.640openalex-snapshot
DeepPermNet: Visual Permutation Learning
inferredcites →https://doi.org/10.1109/cvpr.2017.96openalex-snapshot
Colorization as a Proxy Task for Visual Understanding
inferredcites →https://doi.org/10.1109/cvpr.2018.00165openalex-snapshot
MoCoGAN: Decomposing Motion and Content for Video Generation
inferredcites →https://doi.org/10.1109/cvpr.2018.00393openalex-snapshot
Unsupervised Feature Learning via Non-parametric Instance Discrimination
inferredcites →https://doi.org/10.1109/cvpr.2018.00586openalex-snapshot
Geometry Guided Convolutional Neural Networks for Self-Supervised Video Representation Learning
inferredcites →https://doi.org/10.1109/cvpr.2018.00633openalex-snapshot
AVA: A Video Dataset of Spatio-Temporally Localized Atomic Visual Actions
inferredcites →https://doi.org/10.1109/cvpr.2018.00675openalex-snapshot
A Closer Look at Spatiotemporal Convolutions for Action Recognition
inferredcites →https://doi.org/10.1109/cvpr.2018.00685openalex-snapshot
Can Spatiotemporal 3D CNNs Retrace the History of 2D CNNs and ImageNet?
inferredcites →https://doi.org/10.1109/cvpr.2018.00769openalex-snapshot
What Makes a Video a Video: Analyzing Temporal Information in Video Understanding Models and Datasets
inferredcites →https://doi.org/10.1109/cvpr.2018.00840openalex-snapshot
Learning and Using the Arrow of Time
inferredcites →https://doi.org/10.1109/cvpr.2018.00973openalex-snapshot
Improvements to Context Based Self-Supervised Learning
inferredcites →https://doi.org/10.1109/cvpr.2018.00975openalex-snapshot
Boosting Self-Supervised Learning via Knowledge Transfer
inferredcites →https://doi.org/10.1109/cvpr.2019.00130openalex-snapshot
COIN: A Large-Scale Dataset for Comprehensive Instructional Video Analysis
inferredcites →https://doi.org/10.1109/cvpr.2019.00201openalex-snapshot
Iterative Reorganization With Weak Spatial Constraints: Solving Arbitrary Jigsaw Puzzles for Unsupervised Representation Learning
inferredcites →https://doi.org/10.1109/cvpr.2019.00233openalex-snapshot
Domain Generalization by Solving Jigsaw Puzzles
inferredcites →https://doi.org/10.1109/cvpr.2019.00365openalex-snapshot
Cross-Task Weakly Supervised Learning From Instructional Videos
inferredcites →https://doi.org/10.1109/cvpr.2019.00413openalex-snapshot
Self-Supervised Spatio-Temporal Representation Learning for Videos by Predicting Motion and Appearance Statistics
inferredcites →https://doi.org/10.1109/cvpr.2019.00637openalex-snapshot
Unsupervised Embedding Learning via Invariant and Spreading Instance Feature
inferredcites →https://doi.org/10.1109/cvpr.2019.01058openalex-snapshot
Self-Supervised Spatiotemporal Learning via Video Clip Order Prediction
inferredcites →https://doi.org/10.1109/cvpr42600.2020.00658openalex-snapshot
Video Playback Rate Perception for Self-Supervised Spatio-Temporal Representation Learning
inferredcites →https://doi.org/10.1109/cvpr42600.2020.00674openalex-snapshot
Self-Supervised Learning of Pretext-Invariant Representations
inferredcites →https://doi.org/10.1109/cvpr42600.2020.00877openalex-snapshot
ActBERT: Learning Global-Local Video-Text Representations
inferredcites →https://doi.org/10.1109/cvpr42600.2020.00958openalex-snapshot
Unsupervised Learning From Video With Deep Neural Embeddings
inferredcites →https://doi.org/10.1109/cvpr42600.2020.00975openalex-snapshot
Momentum Contrast for Unsupervised Visual Representation Learning
inferredcites →https://doi.org/10.1109/cvpr42600.2020.00994openalex-snapshot
SpeedNet: Learning the Speediness in Videos
inferredcites →https://doi.org/10.1109/cvpr46437.2021.00331openalex-snapshot
A Large-Scale Study on Unsupervised Spatiotemporal Representation Learning
inferredcites →https://doi.org/10.1109/cvpr46437.2021.00689openalex-snapshot
Spatiotemporal Contrastive Video Representation Learning
inferredcites →https://doi.org/10.1109/cvpr46437.2021.00725openalex-snapshot
Less is More: CLIPBERT for Video-and-Language Learning via Sparse Sampling
inferredcites →https://doi.org/10.1109/cvpr46437.2021.00965openalex-snapshot
NExT-QA: Next Phase of Question-Answering to Explaining Temporal Actions
inferredcites →https://doi.org/10.1109/cvpr46437.2021.01084openalex-snapshot
Revisiting Superpixels for Active Learning in Semantic Segmentation with Realistic Annotation Costs
inferredcites →https://doi.org/10.1109/cvpr46437.2021.01092openalex-snapshot
Representation Learning via Global Temporal Alignment and Cycle-Consistency
inferredcites →https://doi.org/10.1109/cvpr46437.2021.01105openalex-snapshot
VideoMoCo: Contrastive Video Representation Learning with Temporally Adversarial Examples
inferredcites →https://doi.org/10.1109/cvpr46437.2021.01229openalex-snapshot
Audio-Visual Instance Discrimination with Cross-Modal Agreement
inferredcites →https://doi.org/10.1109/cvpr52688.2022.00289openalex-snapshot
Self-supervised Video Transformer
inferredcites →https://doi.org/10.1109/cvpr52688.2022.00293openalex-snapshot
Revisiting the “Video” in Video-Language Understanding
inferredcites →https://doi.org/10.1109/cvpr52688.2022.00517openalex-snapshot
Winoground: Probing Vision and Language Models for Visio-Linguistic Compositionality
inferredcites →https://doi.org/10.1109/cvpr52688.2022.01426openalex-snapshot
Masked Feature Prediction for Self-Supervised Visual Pre-Training
inferredcites →https://doi.org/10.1109/cvpr52688.2022.01432openalex-snapshot
BEVT: BERT Pretraining of Video Transformers
inferredcites →https://doi.org/10.1109/cvpr52688.2022.01553openalex-snapshot
Masked Autoencoders Are Scalable Vision Learners
inferredcites →https://doi.org/10.1109/cvprw53098.2021.00377openalex-snapshot
CoCon: Cooperative-Contrastive Learning
inferredcites →https://doi.org/10.1109/eusipco.2016.7760424openalex-snapshot
TUT database for acoustic scene classification and sound event detection
inferredcites →https://doi.org/10.1109/icassp.2017.7952261openalex-snapshot
Audio Set: An ontology and human-labeled dataset for audio events
inferredcites →https://doi.org/10.1109/icassp.2019.8682475openalex-snapshot
Look, Listen, and Learn More: Design Choices for Deep Audio Embeddings
inferredcites →https://doi.org/10.1109/icassp40776.2020.9053174openalex-snapshot
Vggsound: A Large-Scale Audio-Visual Dataset
inferredcites →https://doi.org/10.1109/icassp40776.2020.9053900openalex-snapshot
Ava Active Speaker: An Audio-Visual Dataset for Active Speaker Detection
inferredcites →https://doi.org/10.1109/iccv.2011.6126543openalex-snapshot
HMDB: A large video database for human motion recognition
inferredcites →https://doi.org/10.1109/iccv.2013.441openalex-snapshot
Action Recognition with Improved Trajectories
inferredcites →https://doi.org/10.1109/iccv.2015.167openalex-snapshot
Unsupervised Visual Representation Learning by Context Prediction
inferredcites →https://doi.org/10.1109/iccv.2015.510openalex-snapshot
Learning Spatiotemporal Features with 3D Convolutional Networks
inferredcites →https://doi.org/10.1109/iccv.2015.72openalex-snapshot
Learning Large-Scale Automatic Image Colorization
inferredcites →https://doi.org/10.1109/iccv.2017.194openalex-snapshot
Dual Motion GAN for Future-Flow Embedded Video Prediction
inferredcites →https://doi.org/10.1109/iccv.2017.244openalex-snapshot
Unpaired Image-to-Image Translation Using Cycle-Consistent Adversarial Networks
inferredcites →https://doi.org/10.1109/iccv.2017.622openalex-snapshot
The “Something Something” Video Database for Learning and Evaluating Visual Common Sense
inferredcites →https://doi.org/10.1109/iccv.2017.79openalex-snapshot
Unsupervised Representation Learning by Sorting Sequences
inferredcites →https://doi.org/10.1109/iccv.2017.83openalex-snapshot
Dense-Captioning Events in Videos
inferredcites →https://doi.org/10.1109/iccv.2019.00610openalex-snapshot
Local Aggregation for Unsupervised Learning of Visual Embeddings
inferredcites →https://doi.org/10.1109/iccv.2019.00649openalex-snapshot
Scaling and Benchmarking Self-Supervised Visual Representation Learning
inferredcites →https://doi.org/10.1109/iccv.2019.00718openalex-snapshot
TSM: Temporal Shift Module for Efficient Video Understanding
inferredcites →https://doi.org/10.1109/iccv.2019.00756openalex-snapshot
VideoBERT: A Joint Model for Video and Language Representation Learning
inferredcites →https://doi.org/10.1109/iccv48922.2021.00647openalex-snapshot
Spatio-temporal Self-Supervised Representation Learning for 3D Point Clouds
inferredcites →https://doi.org/10.1109/iccv48922.2021.00675openalex-snapshot
Multiscale Vision Transformers
inferredcites →https://doi.org/10.1109/iccv48922.2021.00676openalex-snapshot
ViViT: A Video Vision Transformer
inferredcites →https://doi.org/10.1109/iccv48922.2021.00791openalex-snapshot
Multimodal Clustering Networks for Self-supervised Learning from Unlabeled Videos
inferredcites →https://doi.org/10.1109/iccv48922.2021.00823openalex-snapshot
The Many Faces of Robustness: A Critical Analysis of Out-of-Distribution Generalization
inferredcites →https://doi.org/10.1109/iccv48922.2021.00899openalex-snapshot
CDS: Cross-Domain Self-supervised Pre-training
inferredcites →https://doi.org/10.1109/iccv48922.2021.00986openalex-snapshot
Swin Transformer: Hierarchical Vision Transformer using Shifted Windows
inferredcites →https://doi.org/10.1109/iccv48922.2021.01007openalex-snapshot
Understanding Robustness of Transformers for Image Classification
inferredcites →https://doi.org/10.1109/iccv48922.2021.01471openalex-snapshot
Understanding and Mitigating Annotation Bias in Facial Expression Recognition
inferredcites →https://doi.org/10.1109/iccvw.2019.00186openalex-snapshot
Video Representation Learning by Dense Predictive Coding
inferredcites →https://doi.org/10.1109/icpr48806.2021.9412071openalex-snapshot
Temporally Coherent Embeddings for Self-Supervised Video Representation Learning
inferredcites →https://doi.org/10.1109/tkde.2021.3090866openalex-snapshot
Self-supervised Learning: Generative or Contrastive
inferredcites →https://doi.org/10.1109/tkde.2022.3178128openalex-snapshot
Generalizing to Unseen Domains: A Survey on Domain Generalization
inferredcites →https://doi.org/10.1109/tkde.69openalex-snapshot
IEEE Transactions on Knowledge and Data Engineering
inferredcites →https://doi.org/10.1109/tpami.2019.2901464openalex-snapshot
Moments in Time Dataset: One Million Videos for Event Understanding
inferredcites →https://doi.org/10.1109/tpami.2020.2992393openalex-snapshot
Self-Supervised Visual Feature Learning With Deep Neural Networks: A Survey
inferredcites →https://doi.org/10.1109/tpami.2020.3005434openalex-snapshot
Deep Learning for 3D Point Clouds: A Survey
inferredcites →https://doi.org/10.1109/wacv.2018.00092openalex-snapshot
Learning Image Representations by Completing Damaged Jigsaw Puzzles
inferredcites →https://doi.org/10.1109/wacv.2019.00025openalex-snapshot
Video Jigsaw: Unsupervised Learning of Spatiotemporal Context for Video Action Recognition
inferredcites →https://doi.org/10.1109/wacv45572.2020.9093278openalex-snapshot
Temporal Contrastive Pretraining for Video Action Recognition
inferredcites →https://doi.org/10.1145/1390156.1390177openalex-snapshot
A unified architecture for natural language processing
inferredcites →https://doi.org/10.1145/3065386openalex-snapshot
ImageNet classification with deep convolutional neural networks
inferredcites →https://doi.org/10.1145/3394171.3413694openalex-snapshot
Self-supervised Video Representation Learning Using Inter-intra Contrastive Framework
inferredcites →https://doi.org/10.1177/107769905303000401openalex-snapshot
“Cloze Procedure”: A New Tool for Measuring Readability
inferredcites →https://doi.org/10.1609/aaai.v32i1.12342openalex-snapshot
Towards Automatic Learning of Procedures From Web Instructional Videos
inferredcites →https://doi.org/10.1609/aaai.v33i01.33018545openalex-snapshot
Self-Supervised Video Representation Learning with Space-Time Cubic Puzzles
inferredcites →https://doi.org/10.1609/aaai.v35i11.17215openalex-snapshot
Enhancing Unsupervised Video Representation Learning by Decoupling the Scene and the Motion
inferredcites →https://doi.org/10.1609/aaai.v35i12.17274openalex-snapshot
SeCo: Exploring Sequence Supervision for Unsupervised Representation Learning
inferredcites →https://doi.org/10.1609/aaai.v35i8.16822openalex-snapshot
Noise Estimation Using Density Estimation for Self-Supervised Multimodal Learning
inferredcites →https://doi.org/10.18653/v1/2021.emnlp-main.544openalex-snapshot
VideoCLIP: Contrastive Pre-training for Zero-shot Video-Text Understanding
inferredcites →https://doi.org/10.18653/v1/2021.findings-acl.370openalex-snapshot
VLM: Task-agnostic Video-Language Model Pre-training for Video Understanding
inferredcites →https://doi.org/10.18653/v1/k19-1006openalex-snapshot
Large-Scale Representation Learning from Visually Grounded Untranscribed Speech
inferredcites →https://doi.org/10.18653/v1/p18-1238openalex-snapshot
Conceptual Captions: A Cleaned, Hypernymed, Image Alt-text Dataset For Automatic Image Captioning
inferredcites →https://doi.org/10.21437/interspeech.2018-1929openalex-snapshot
VoxCeleb2: Deep Speaker Recognition
inferredcites →https://doi.org/10.21437/interspeech.2021-1312openalex-snapshot
AVLnet: Learning Audio-Visual Language Representations from Instructional Videos
inferredcites →https://doi.org/10.24963/ijcai.2021/104openalex-snapshot
Self-Supervised Video Representation Learning with Constrained Spatiotemporal Jigsaw
inferredcites →https://doi.org/10.24963/ijcai.2021/628openalex-snapshot
Generalizing to Unseen Domains: A Survey on Domain Generalization
inferredcites →https://doi.org/10.34780/kzw0-r608openalex-snapshot
Computational Notebook - Methods applied to the hoard of Le Câtillon II in the project ClaReNet
inferredcites →https://doi.org/10.4230/lipics.cosit.2022.18openalex-snapshot
AI-Assisted Pipeline for Dynamic Generation of Trustworthy Health Supplement Content at Scale
inferredcites →https://doi.org/10.48550/arxiv.1301.3781openalex-snapshot
Efficient Estimation of Word Representations in Vector Space
inferredcites →https://doi.org/10.48550/arxiv.1609.02612openalex-snapshot
Generating Videos with Scene Dynamics
inferredcites →https://doi.org/10.48550/arxiv.1705.06950openalex-snapshot
The Kinetics Human Action Video Dataset
inferredcites →https://doi.org/10.48550/arxiv.1706.05137openalex-snapshot
One Model To Learn Them All
inferredcites →https://doi.org/10.48550/arxiv.1804.02516openalex-snapshot
Learning a Text-Video Embedding from Incomplete and Heterogeneous Data
inferredcites →https://doi.org/10.48550/arxiv.1807.00230openalex-snapshot
Cooperative Learning of Audio and Video Models from Self-Supervised Synchronization
inferredcites →https://doi.org/10.48550/arxiv.1807.03748openalex-snapshot
Representation Learning with Contrastive Predictive Coding
inferredcites →https://doi.org/10.48550/arxiv.1908.02265openalex-snapshot
ViLBERT: Pretraining Task-Agnostic Visiolinguistic Representations for Vision-and-Language Tasks
inferredcites →https://doi.org/10.48550/arxiv.1910.10683openalex-snapshot
Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer
inferredcites →https://doi.org/10.48550/arxiv.1911.12667openalex-snapshot
Self-Supervised Learning by Cross-Modal Audio-Video Clustering
inferredcites →https://doi.org/10.48550/arxiv.1912.06430openalex-snapshot
End-to-End Learning of Visual Representations from Uncurated Instructional Videos
inferredcites →https://doi.org/10.48550/arxiv.2002.05709openalex-snapshot
A Simple Framework for Contrastive Learning of Visual Representations
inferredcites →https://doi.org/10.48550/arxiv.2002.06353openalex-snapshot
UniVL: A Unified Video and Language Pre-Training Model for Multimodal Understanding and Generation
inferredcites →https://doi.org/10.48550/arxiv.2005.00214openalex-snapshot
The AVA-Kinetics Localized Human Actions Video Dataset
inferredcites →https://doi.org/10.48550/arxiv.2006.07733openalex-snapshot
Bootstrap your own latent: A new approach to self-supervised Learning
inferredcites →https://doi.org/10.48550/arxiv.2006.09882openalex-snapshot
Unsupervised Learning of Visual Features by Contrasting Cluster Assignments
inferredcites →https://doi.org/10.48550/arxiv.2006.13662openalex-snapshot
Labelling unlabelled videos from scratch with multi-modal self-supervision
inferredcites →https://doi.org/10.48550/arxiv.2006.16228openalex-snapshot
Self-Supervised MultiModal Versatile Networks
inferredcites →https://doi.org/10.48550/arxiv.2007.13278openalex-snapshot
Representation Learning with Video Deep InfoMax
inferredcites →https://doi.org/10.48550/arxiv.2010.02824openalex-snapshot
Support-set bottlenecks for video-text representation learning
inferredcites →https://doi.org/10.48550/arxiv.2010.09709openalex-snapshot
Self-supervised Co-training for Video Representation Learning
inferredcites →https://doi.org/10.48550/arxiv.2010.11929openalex-snapshot
An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale
inferredcites →https://doi.org/10.48550/arxiv.2210.04154openalex-snapshot
Self-supervised Video Representation Learning with Motion-Aware Masked Autoencoders
inferredcites →https://doi.org/10.57702/jtuxnt5mopenalex-snapshot
The kinetics human action video dataset
What points at this work
Incoming claims: where this work appears in other papers’ reference lists and arguments.
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How Severe Is Benchmark-Sensitivity in Video Self-supervised Learning?
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The ParlaSpeech Collection of Automatically Generated Speech and Text Datasets from Parliamentary Proceedings
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Privacy Through Data-Efficiency: Sparse Temporal Difference Videos for Emotion Classification Utilizing Vision Transformers
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Supervised Contrastive Frame Aggregation for Video Representation Learning
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Extracting Automaton from Video Recognition Model
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Construction and Practice of a Standard LLM System for Electrical Apparatus Based on Residual Network Algorithm Feature Extraction
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Self-Supervised CNN for Video Double Compression Detection via Artifact Prediction
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S2Net: Skeleton-Aware SlowFast Network for Efficient Sign Language Recognition
inferred← citeshttps://doi.org/10.1007/978-981-97-9003-6_8openalex-snapshot
How Effective are Self-supervised Models for Contact Identification in Videos
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Masked cosine similarity prediction for self-supervised skeleton-based action representation learning
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A survey on design choices for self-supervised learning in computer vision
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Integrating pseudo labeling with contrastive clustering for transformer-based semi-supervised action recognition
inferred← citeshttps://doi.org/10.1007/s10489-026-07233-xopenalex-snapshot
SSS-TT: Self-supervised sequential spatio-temporal transformers with adaptive multimodal fusion for automated neonatal pain assessment
inferred← citeshttps://doi.org/10.1007/s11263-025-02478-4openalex-snapshot
About Time: Advances, Challenges, and Outlooks of Action Understanding
inferred← citeshttps://doi.org/10.1007/s11263-026-02785-4openalex-snapshot
Self-Supervised Video Representation Learning in a Heuristic Decoupled Perspective
inferred← citeshttps://doi.org/10.1007/s11432-024-4453-4openalex-snapshot
Self-supervised learning in drug discovery
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Transfer learning for video action recognition: A comparative overview of weight initialization strategies
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Device Selection Methods in Federated Learning: A Survey
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Dual-order evolution and adaptive geometric alignment via state spaces duality for few-shot action recognition
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Interoperability of computational intelligence with smart city infrastructure
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Review of machine learning in robotic grasping control in space application
inferred← citeshttps://doi.org/10.1016/j.asoc.2024.111298openalex-snapshot
A unified machine learning framework for basketball team roster construction: NBA and WNBA
inferred← citeshttps://doi.org/10.1016/j.bspc.2026.109866openalex-snapshot
A multi-label ECG classification algorithm based on self-supervised pretraining and multi-modal semantic alignment
inferred← citeshttps://doi.org/10.1016/j.csbj.2024.04.004openalex-snapshot
Exploring simple triplet representation learning
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Enhancing workplace safety through assistive computer vision: Real-time hazard recognition using the Workplace Hazards Dataset (WHD)
inferred← citeshttps://doi.org/10.1016/j.engappai.2025.111996openalex-snapshot
Action understanding in low-light and pitch-dark conditions: A comprehensive survey
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A combined perspective self-supervised contrastive learning framework for human activity recognition integrating instance prediction and clustering
inferred← citeshttps://doi.org/10.1016/j.eswa.2023.122975openalex-snapshot
An innovative unsupervised gait recognition based tracking system for safeguarding large-scale nature reserves in complex terrain
inferred← citeshttps://doi.org/10.1016/j.imavis.2024.105137openalex-snapshot
A puzzle questions form training for self-supervised skeleton-based action recognition
inferred← citeshttps://doi.org/10.1016/j.inffus.2024.102223openalex-snapshot
Anomaly diagnosis of connected autonomous vehicles: A survey
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Detecting communities with multiple topics in attributed networks via self-supervised adaptive graph convolutional network
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Self-supervised representation learning for geospatial objects: A survey
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Hallucination-resistant multimodal content generation through knowledge graph-based reinforcement learning
inferred← citeshttps://doi.org/10.1016/j.iot.2026.101903openalex-snapshot
An end-to-end deep learning model for vehicle speed estimation using a single camera
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UniTCL: Unified Temporal Contrastive Learning framework for fine-grained video representation learning
inferred← citeshttps://doi.org/10.1016/j.jmsy.2025.08.018openalex-snapshot
Towards instructional collaborative robots: From video-based learning to feedback-adapted instruction
inferred← citeshttps://doi.org/10.1016/j.knosys.2024.111979openalex-snapshot
Rethinking samples selection for contrastive learning: Mining of potential samples
inferred← citeshttps://doi.org/10.1016/j.knosys.2024.112572openalex-snapshot
Augmentation-aware self-supervised learning with conditioned projector
inferred← citeshttps://doi.org/10.1016/j.knosys.2025.113770openalex-snapshot
ES-MRE: Evidence subgraph enhanced reasoning for multimodal relation extraction
inferred← citeshttps://doi.org/10.1016/j.knosys.2026.116714openalex-snapshot
AI-Based semantic video indexing: a unified survey from segmentation to retrieval
inferred← citeshttps://doi.org/10.1016/j.neucom.2024.129014openalex-snapshot
Fine-grained adaptive contrastive learning for unsupervised feature extraction
inferred← citeshttps://doi.org/10.1016/j.neucom.2024.129199openalex-snapshot
Self-supervised visual learning in the low-data regime: A comparative evaluation
inferred← citeshttps://doi.org/10.1016/j.neucom.2025.131630openalex-snapshot
Grade: Generative graph contrastive learning for multimodal recommendation
inferred← citeshttps://doi.org/10.1016/j.neucom.2025.132435openalex-snapshot
CastDiffuser: Cascaded latent diffusion framework for high-resolution precipitation nowcasting via multi source fusion
inferred← citeshttps://doi.org/10.1016/j.neunet.2026.108605openalex-snapshot
G2CL: Gradient-guided graph contrastive learning for eliminating the message contrastive conflict
inferred← citeshttps://doi.org/10.1016/j.oceaneng.2024.117096openalex-snapshot
Adaptive collision avoidance decisions in autonomous ship encounter scenarios through rule-guided vision supervised learning
inferred← citeshttps://doi.org/10.1016/j.optlastec.2024.111992openalex-snapshot
Automated cell profiling in imaging flow cytometry with annotation-efficient learning
inferred← citeshttps://doi.org/10.1016/j.osn.2026.100876openalex-snapshot
Intelligent visible light positioning: A survey of machine learning for robust indoor localization and orientation estimation
inferred← citeshttps://doi.org/10.1016/j.patrec.2025.03.015openalex-snapshot
Advancing video self-supervised learning via image foundation models
inferred← citeshttps://doi.org/10.1016/j.plaphe.2026.100278openalex-snapshot
Label-Efficient Seedling Perception via Semi-Supervised Learning and Counterfactual Spatiotemporal Feature Rectification
inferred← citeshttps://doi.org/10.1016/j.sna.2024.115127openalex-snapshot
Utilizing AI and silver nanoparticles for the detection and treatment monitoring of canker in pomelo trees
inferred← citeshttps://doi.org/10.1038/s41598-025-18237-xopenalex-snapshot
Research on the construction of cheerleading technique evaluation and teaching system integrating deep visual recognition and cognitive feedback mechanism
inferred← citeshttps://doi.org/10.1038/s41598-025-94613-xopenalex-snapshot
The optimization and impact of public sports service quality based on the supervised learning model and artificial intelligence
inferred← citeshttps://doi.org/10.1049/rsn2.12484openalex-snapshot
A novel self‐supervised ensemble learning framework for land use and land cover classification of polarimetric synthetic aperture radar images
inferred← citeshttps://doi.org/10.1101/2024.07.05.24309412openalex-snapshot
OQA : A question-answering dataset on orthodontic literature
inferred← citeshttps://doi.org/10.1101/2024.11.04.620867openalex-snapshot
Benchmarking Self-Supervised Learning for Single-Cell Data
inferred← citeshttps://doi.org/10.1108/ijwis-12-2024-0347openalex-snapshot
Enhancing sequential recommendation with semantic and structural contrastive learning
inferred← citeshttps://doi.org/10.1109/access.2023.3324052openalex-snapshot
Vision-Text Cross-Modal Fusion for Accurate Video Captioning
inferred← citeshttps://doi.org/10.1109/access.2026.3723652openalex-snapshot
Vision Mamba With Joint Spatiotemporal Features for Efficient Video Representation Learning in Self-Supervised Scheme
inferred← citeshttps://doi.org/10.1109/aike59827.2023.00023openalex-snapshot
Self-Supervised Regression for Query Performance Prediction on Image Retrieval
inferred← citeshttps://doi.org/10.1109/bigmm55396.2022.00014openalex-snapshot
SVGraph: Learning Semantic Graphs from Instructional Videos
inferred← citeshttps://doi.org/10.1109/cacml68972.2026.11507101openalex-snapshot
Test-Time Learning Framework for Distribution Shifts in Sequential Recommendation
inferred← citeshttps://doi.org/10.1109/cvpr52729.2023.00232openalex-snapshot
TimeBalance: Temporally-Invariant and Temporally-Distinctive Video Representations for Semi-Supervised Action Recognition
inferred← citeshttps://doi.org/10.1109/cvpr52729.2023.00247openalex-snapshot
Test of Time: Instilling Video-Language Models with a Sense of Time
inferred← citeshttps://doi.org/10.1109/cvpr52729.2023.01033openalex-snapshot
Procedure-Aware Pretraining for Instructional Video Understanding
inferred← citeshttps://doi.org/10.1109/cvprw63382.2024.00463openalex-snapshot
Multi-Task Multi-Modal Self-Supervised Learning for Facial Expression Recognition
inferred← citeshttps://doi.org/10.1109/cvprw67362.2025.00198openalex-snapshot
Multi-Entity Video Transformers for Fine-Grained Video Representation Learning
inferred← citeshttps://doi.org/10.1109/fg57933.2023.10042547openalex-snapshot
Self-Supervised Face Presentation Attack Detection with Dynamic Grayscale Snippets
inferred← citeshttps://doi.org/10.1109/gcce59613.2023.10315652openalex-snapshot
A Self-Supervised Transformer-Based Model for Early Recurrence Prediction of HCC with Multimodal MRI
inferred← citeshttps://doi.org/10.1109/icassp49660.2025.10890060openalex-snapshot
Self-supervised Learning for Acoustic Few-Shot Classification
inferred← citeshttps://doi.org/10.1109/icassp55912.2026.11460482openalex-snapshot
Bilateral Graph Filtering Framework with Alternating Optimization for Robust Multi-View Outlier Detection
inferred← citeshttps://doi.org/10.1109/iccv51070.2023.01270openalex-snapshot
Tubelet-Contrastive Self-Supervision for Video-Efficient Generalization
inferred← citeshttps://doi.org/10.1109/iccv51070.2023.01476openalex-snapshot
Stable and Causal Inference for Discriminative Self-supervised Deep Visual Representations
inferred← citeshttps://doi.org/10.1109/iccv51701.2025.00701openalex-snapshot
VOVTrack: Exploring the Potentiality in Raw Videos for Open-Vocabulary Multi-Object Tracking
inferred← citeshttps://doi.org/10.1109/iccvw60793.2023.00352openalex-snapshot
Temporal DINO: A Self-supervised Video Strategy to Enhance Action Prediction
inferred← citeshttps://doi.org/10.1109/icdsis61070.2024.10594521openalex-snapshot
Machine Automatic Translation Evaluation Model based on Big Data Algorithm
inferred← citeshttps://doi.org/10.1109/icecai66283.2025.11171030openalex-snapshot
From Convolution to Attention: A Historical Review and Comparative Analysis of Deep Learning Models in Image Classification
inferred← citeshttps://doi.org/10.1109/icip51287.2024.10647901openalex-snapshot
Early Prediction Of The Transferability Of Bovine Embryos From Videomicroscopy
inferred← citeshttps://doi.org/10.1109/ickii58656.2023.10332665openalex-snapshot
Self-supervised Learning for Drug Synergy Prediction with Small Data Set
inferred← citeshttps://doi.org/10.1109/icsmd64214.2024.10920587openalex-snapshot
Siamese Multi-View Masked Autoencoders for Skeleton-Based Action Representation Learning
inferred← citeshttps://doi.org/10.1109/ieeeconf59524.2023.10477002openalex-snapshot
A Review of Machine Learning Methods Applied to Video Analysis Systems
inferred← citeshttps://doi.org/10.1109/ijcnn60899.2024.10650151openalex-snapshot
A novel dual-stream time-frequency contrastive pretext tasks framework for sleep stage classification
inferred← citeshttps://doi.org/10.1109/jbhi.2024.3416897openalex-snapshot
Scaling Representation Learning From Ubiquitous ECG With State-Space Models
inferred← citeshttps://doi.org/10.1109/jiot.2023.3327623openalex-snapshot
Remote Heart Rate Monitoring in Smart Environments From Videos With Self-Supervised Pretraining
inferred← citeshttps://doi.org/10.1109/jsen.2026.3663292openalex-snapshot
A Novel Self-Supervised Learning Based on Masked Signal Modeling for Multimodal Physiological Emotion Recognition
inferred← citeshttps://doi.org/10.1109/smc54092.2024.10832066openalex-snapshot
Adaptive Domain-Enhanced Transfer Learning for Welding Defect Classification
inferred← citeshttps://doi.org/10.1109/tcsvt.2025.3585600openalex-snapshot
Mask-Informed Deep Contrastive Incomplete Multi-View Clustering
inferred← citeshttps://doi.org/10.1109/tgrs.2024.3436841openalex-snapshot
Dual-Branch Sparse Self-Learning With Instance Binding Augmentation for Adversarial Detection in Remote Sensing Images
inferred← citeshttps://doi.org/10.1109/tgrs.2026.3705466openalex-snapshot
SSI-GL: A Subpixel Spatial Index Guided Learning Framework for Self-Supervised Remote Sensing Image Subpixel Mapping
inferred← citeshttps://doi.org/10.1109/tiv.2023.3319689openalex-snapshot
A Survey on Self-Evolving Autonomous Driving: A Perspective on Data Closed-Loop Technology
inferred← citeshttps://doi.org/10.1109/tkde.2025.3580087openalex-snapshot
FairDgcl: Fairness-Aware Recommendation With Dynamic Graph Contrastive Learning
inferred← citeshttps://doi.org/10.1109/tkde.2025.3594032openalex-snapshot
Is Precise Recovery Necessary? A Task-Oriented Imputation Approach for Time Series Forecasting on Variable Subset
inferred← citeshttps://doi.org/10.1109/tmc.2025.3642535openalex-snapshot
Noisy Multi-Label Aggregation With Self-Supervised Graph Transformer in Mobile Crowdsourcing
inferred← citeshttps://doi.org/10.1109/tmm.2024.3521778openalex-snapshot
Classification Committee for Active Deep Object Detection
inferred← citeshttps://doi.org/10.1109/tnnls.2024.3477320openalex-snapshot
A Hierarchical Framework With Spatio-Temporal Consistency Learning for Emergence Detection in Complex Adaptive Systems
inferred← citeshttps://doi.org/10.1109/tnnls.2025.3581991openalex-snapshot
DMAE-EEG: A Pretraining Framework for EEG Spatiotemporal Representation Learning
inferred← citeshttps://doi.org/10.1109/tnnls.2025.3650184openalex-snapshot
IEGSCL: Interaction-Enhanced Graph Neural Sequence Contrastive Learning for Microscopic Diffusion Prediction
inferred← citeshttps://doi.org/10.1109/tpami.2023.3243465openalex-snapshot
Video Transformers: A Survey
inferred← citeshttps://doi.org/10.1109/tpami.2024.3415112openalex-snapshot
A Survey on Self-Supervised Learning: Algorithms, Applications, and Future Trends
inferred← citeshttps://doi.org/10.1109/tpami.2026.3653457openalex-snapshot
MERBench: A Unified Evaluation Benchmark for Multimodal Emotion Recognition
inferred← citeshttps://doi.org/10.1109/wacv56688.2023.00275openalex-snapshot
Motion Aware Self-Supervision for Generic Event Boundary Detection
inferred← citeshttps://doi.org/10.1109/wacv61041.2025.00731openalex-snapshot
KDC-MAE: Knowledge Distilled Contrastive Mask Auto-Encoder
inferred← citeshttps://doi.org/10.1109/wacvw60836.2024.00086openalex-snapshot
Self-supervised Human-Object Interaction of Complex Scenes with Context-aware Mixing: Towards In-store Consumer Behavior Analysis
inferred← citeshttps://doi.org/10.1145/3577190.3614225openalex-snapshot
Bridging Multimedia Modalities: Enhanced Multimodal AI Understanding and Intelligent Agents
inferred← citeshttps://doi.org/10.1145/3589334.3645412openalex-snapshot
Graph Contrastive Learning with Kernel Dependence Maximization for Social Recommendation
inferred← citeshttps://doi.org/10.1145/3637528.3671958openalex-snapshot
Self-Supervised Denoising through Independent Cascade Graph Augmentation for Robust Social Recommendation
inferred← citeshttps://doi.org/10.1145/3705328.3748060openalex-snapshot
Test-Time Alignment with State Space Model for Tracking User Interest Shifts in Sequential Recommendation
inferred← citeshttps://doi.org/10.1145/3722103openalex-snapshot
Symmetric Graph Contrastive Learning against Noisy Views for Recommendation
inferred← citeshttps://doi.org/10.1145/3746252.3761078openalex-snapshot
LLMCBR: Large Language Model-based Multi-View and Multi-Grained Learning for Bundle Recommendation
inferred← citeshttps://doi.org/10.1145/3757057openalex-snapshot
Robust Recommender System: A Survey and Future Directions
inferred← citeshttps://doi.org/10.1145/3774904.3792286openalex-snapshot
Graph-to-Tree: Topological Decomposition for Self-Supervised Learning
inferred← citeshttps://doi.org/10.1609/aaai.v38i13.29407openalex-snapshot
XKD: Cross-Modal Knowledge Distillation with Domain Alignment for Video Representation Learning
inferred← citeshttps://doi.org/10.1609/aaai.v38i5.28292openalex-snapshot
Semi-supervised Active Learning for Video Action Detection
inferred← citeshttps://doi.org/10.18517/ijaseit.13.3.17342openalex-snapshot
Remote Heart Rate Estimation Using Attention-targeted Self-Supervised Learning Methods
inferred← citeshttps://doi.org/10.20944/preprints202408.0542.v1openalex-snapshot
Enhancing Security in Social Networks through ML: Detecting and Mitigating Sybil Attacks
inferred← citeshttps://doi.org/10.2139/ssrn.5117564openalex-snapshot
How to Follow Social Media Trends? An Empirical Investigation Using TikTok Short Video Data
inferred← citeshttps://doi.org/10.26615/978-954-452-092-2_068openalex-snapshot
Noisy Self-Training with Data Augmentations for Offensive and Hate Speech Detection Tasks
inferred← citeshttps://doi.org/10.31219/osf.io/7f65r_v3openalex-snapshot
Deep Learning and Machine Learning: Contrastive Learning, from scratch to application
inferred← citeshttps://doi.org/10.3233/faia230431openalex-snapshot
Label Aggregation with Self-Supervision Enhanced Graph Transformer
inferred← citeshttps://doi.org/10.3389/fninf.2025.1527582openalex-snapshot
Contrastive self-supervised learning for neurodegenerative disorder classification
inferred← citeshttps://doi.org/10.3390/a17100442openalex-snapshot
Enhancing Security in Social Networks through Machine Learning: Detecting and Mitigating Sybil Attacks with SybilSocNet
inferred← citeshttps://doi.org/10.3390/app16073430openalex-snapshot
Multimodal Industrial Scene Characterisation for Pouring Process Monitoring Using a Mixture of Experts
inferred← citeshttps://doi.org/10.3390/biomimetics10040192openalex-snapshot
Temporal-Spatial Redundancy Reduction in Video Sequences: A Motion-Based Entropy-Driven Attention Approach
inferred← citeshttps://doi.org/10.3390/data11090230openalex-snapshot
A Survey of Multi-Model Collaboration in Video Understanding
inferred← citeshttps://doi.org/10.3390/diagnostics14040448openalex-snapshot
An Innovative and Efficient Diagnostic Prediction Flow for Head and Neck Cancer: A Deep Learning Approach for Multi-Modal Survival Analysis Prediction Based on Text and Multi-Center PET/CT Images
inferred← citeshttps://doi.org/10.3390/e26030252openalex-snapshot
To Compress or Not to Compress—Self-Supervised Learning and Information Theory: A Review
inferred← citeshttps://doi.org/10.3390/electronics13204015openalex-snapshot
Multi-Task Diffusion Learning for Time Series Classification
inferred← citeshttps://doi.org/10.3390/jimaging10040085openalex-snapshot
Knowledge Distillation in Video-Based Human Action Recognition: An Intuitive Approach to Efficient and Flexible Model Training
inferred← citeshttps://doi.org/10.3390/make8050121openalex-snapshot
A Survey on Self-Supervised Learning in Cybersecurity: Network Intrusion and Malware Detection
inferred← citeshttps://doi.org/10.3390/math12081158openalex-snapshot
TabFedSL: A Self-Supervised Approach to Labeling Tabular Data in Federated Learning Environments
inferred← citeshttps://doi.org/10.3390/math13182986openalex-snapshot
A Taxonomy and Theoretical Analysis of Collapse Phenomena in Unsupervised Representation Learning
inferred← citeshttps://doi.org/10.3390/mca28020061openalex-snapshot
An Overview of the Vision-Based Human Action Recognition Field
inferred← citeshttps://doi.org/10.3390/rs15123189openalex-snapshot
A Self-Supervised Learning Approach for Extracting China Physical Urban Boundaries Based on Multi-Source Data
inferred← citeshttps://doi.org/10.3390/s23042362openalex-snapshot
Unsupervised Learning of Disentangled Representation via Auto-Encoding: A Survey
inferred← citeshttps://doi.org/10.3390/s23218701openalex-snapshot
Enhancing IoT Network Security: Unveiling the Power of Self-Supervised Learning against DDoS Attacks
inferred← citeshttps://doi.org/10.3390/s25041048openalex-snapshot
CLUMM: Contrastive Learning for Unobtrusive Motion Monitoring
inferred← citeshttps://doi.org/10.3390/s25164884openalex-snapshot
LTGS-Net: Local Temporal and Global Spatial Network for Weakly Supervised Video Anomaly Detection
inferred← citeshttps://doi.org/10.3390/su18031612openalex-snapshot
Towards Sustainable Wildlife Conservation: Automatic Recognition of Endangered Animal Behavior Using a Multimodal Contrastive Learning Framework
inferred← citeshttps://doi.org/10.3390/sym18081383openalex-snapshot
CCFC: Bridging Federated Clustering and Contrastive Learning
inferred← citeshttps://doi.org/10.3390/technologies13020051openalex-snapshot
From Google Gemini to OpenAI Q* (Q-Star): A Survey on Reshaping the Generative Artificial Intelligence (AI) Research Landscape
inferred← citeshttps://doi.org/10.36227/techrxiv.171769139.99464428/v1openalex-snapshot
Foundation Models for Video Understanding: A Survey
inferred← citeshttps://doi.org/10.36227/techrxiv.171769139.99464428/v2openalex-snapshot
Foundation Models for Video Understanding: A Survey
inferred← citeshttps://doi.org/10.36227/techrxiv.23899920openalex-snapshot
SSLJBA: Joint Backdoor Attack on Both Robustness and Fairness of Self-Supervised Learning
inferred← citeshttps://doi.org/10.36227/techrxiv.23899920.v1openalex-snapshot
SSLJBA: Joint Backdoor Attack on Both Robustness and Fairness of Self-Supervised Learning
inferred← citeshttps://doi.org/10.47749/t/unicamp.2024.1456655openalex-snapshot
Analysis of self-supervised approaches for fine-tuning language models for Portuguese tasks
inferred← citeshttps://doi.org/10.52783/jisem.v10i48s.9738openalex-snapshot
Self-Supervised Learning for Action Recognition: Trends, Models, and Applications
inferred← citeshttps://doi.org/10.7717/peerj-cs.3905openalex-snapshot
A systematic review and unified multi-perspective conceptual synthesis of contemporary machine learning paradigms
Editorial review for independent work. ICSAC — the Institute for Complexity
Science and Advanced Computing — runs a structured editorial panel for researchers
publishing outside journals, and publishes on CiteStamp rails. Submission is free
and goes through ORCID: icsacinstitute.org/submit.