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Lightweight Deep Learning for Resource-Constrained Environments: A Survey
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NetAdapt: Platform-Aware Neural Network Adaptation for Mobile Applications
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ShuffleNet V2: Practical Guidelines for Efficient CNN Architecture Design
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Auto-WEKA: Automatic Model Selection and Hyperparameter Optimization in WEKA
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Auto-sklearn: Efficient and Robust Automated Machine Learning
inferredcites →https://doi.org/10.1007/978-3-030-58539-6_9openalex-snapshot
Dynamic Group Convolution for Accelerating Convolutional Neural Networks
inferredcites →https://doi.org/10.1007/978-3-030-58580-8_40openalex-snapshot
Rethinking Bottleneck Structure for Efficient Mobile Network Design
inferredcites →https://doi.org/10.1007/978-3-031-20077-9_37openalex-snapshot
MTTrans: Cross-domain Object Detection with Mean Teacher Transformer
inferredcites →https://doi.org/10.1007/978-3-319-46493-0_32openalex-snapshot
XNOR-Net: ImageNet Classification Using Binary Convolutional Neural Networks
inferredcites →https://doi.org/10.1007/s11263-021-01453-zopenalex-snapshot
Knowledge Distillation: A Survey
inferredcites →https://doi.org/10.1007/s11265-020-01596-1openalex-snapshot
Deep Model Compression and Architecture Optimization for Embedded Systems: A Survey
inferredcites →https://doi.org/10.1016/j.jksuci.2021.11.019openalex-snapshot
A review on TinyML: State-of-the-art and prospects
inferredcites →https://doi.org/10.1016/j.knosys.2020.106622openalex-snapshot
AutoML: A survey of the state-of-the-art
inferredcites →https://doi.org/10.1016/j.neucom.2021.07.045openalex-snapshot
Pruning and quantization for deep neural network acceleration: A survey
inferredcites →https://doi.org/10.1016/j.patcog.2020.107659openalex-snapshot
Adversarial co-distillation learning for image recognition
inferredcites →https://doi.org/10.1016/j.sysarc.2020.101831openalex-snapshot
ESSA: An energy-Aware bit-Serial streaming deep convolutional neural network accelerator
inferredcites →https://doi.org/10.1016/j.sysarc.2022.102520openalex-snapshot
DiVIT: Algorithm and architecture co-design of differential attention in vision transformer
inferredcites →https://doi.org/10.1016/j.sysarc.2022.102799openalex-snapshot
Loop interchange and tiling for multi-dimensional loops to minimize write operations on NVMs
inferredcites →https://doi.org/10.1109/access.2020.3004198openalex-snapshot
Sparse-YOLO: Hardware/Software Co-Design of an FPGA Accelerator for YOLOv2
inferredcites →https://doi.org/10.1109/access.2020.3039858openalex-snapshot
Hardware and Software Optimizations for Accelerating Deep Neural Networks: Survey of Current Trends, Challenges, and the Road Ahead
inferredcites →https://doi.org/10.1109/access.2021.3126685openalex-snapshot
Neural Architecture Search and Hardware Accelerator Co-Search: A Survey
inferredcites →https://doi.org/10.1109/asset.1999.756775openalex-snapshot
Generalized loop-unrolling: a method for program speedup
inferredcites →https://doi.org/10.1109/cvpr.2015.7298594openalex-snapshot
Going deeper with convolutions
inferredcites →https://doi.org/10.1109/cvpr.2016.308openalex-snapshot
Rethinking the Inception Architecture for Computer Vision
inferredcites →https://doi.org/10.1109/cvpr.2016.90openalex-snapshot
Deep Residual Learning for Image Recognition
inferredcites →https://doi.org/10.1109/cvpr.2017.195openalex-snapshot
Xception: Deep Learning with Depthwise Separable Convolutions
inferredcites →https://doi.org/10.1109/cvpr.2017.243openalex-snapshot
Densely Connected Convolutional Networks
inferredcites →https://doi.org/10.1109/cvpr.2018.00286openalex-snapshot
Quantization and Training of Neural Networks for Efficient Integer-Arithmetic-Only Inference
inferredcites →https://doi.org/10.1109/cvpr.2018.00291openalex-snapshot
CondenseNet: An Efficient DenseNet Using Learned Group Convolutions
inferredcites →https://doi.org/10.1109/cvpr.2018.00474openalex-snapshot
MobileNetV2: Inverted Residuals and Linear Bottlenecks
inferredcites →https://doi.org/10.1109/cvpr.2018.00716openalex-snapshot
ShuffleNet: An Extremely Efficient Convolutional Neural Network for Mobile Devices
inferredcites →https://doi.org/10.1109/cvpr.2018.00745openalex-snapshot
Squeeze-and-Excitation Networks
inferredcites →https://doi.org/10.1109/cvpr.2018.00951openalex-snapshot
Shift: A Zero FLOP, Zero Parameter Alternative to Spatial Convolutions
inferredcites →https://doi.org/10.1109/cvpr.2019.00293openalex-snapshot
MnasNet: Platform-Aware Neural Architecture Search for Mobile
inferredcites →https://doi.org/10.1109/cvpr.2019.00297openalex-snapshot
Snapshot Distillation: Teacher-Student Optimization in One Generation
inferredcites →https://doi.org/10.1109/cvpr.2019.00447openalex-snapshot
Filter Pruning via Geometric Median for Deep Convolutional Neural Networks Acceleration
inferredcites →https://doi.org/10.1109/cvpr.2019.00448openalex-snapshot
Learning to Quantize Deep Networks by Optimizing Quantization Intervals With Task Loss
inferredcites →https://doi.org/10.1109/cvpr.2019.00741openalex-snapshot
All You Need Is a Few Shifts: Designing Efficient Convolutional Neural Networks for Image Classification
inferredcites →https://doi.org/10.1109/cvpr.2019.00926openalex-snapshot
Fully Learnable Group Convolution for Acceleration of Deep Neural Networks
inferredcites →https://doi.org/10.1109/cvpr.2019.01099openalex-snapshot
FBNet: Hardware-Aware Efficient ConvNet Design via Differentiable Neural Architecture Search
inferredcites →https://doi.org/10.1109/cvpr42600.2020.00154openalex-snapshot
AdderNet: Do We Really Need Multiplications in Deep Learning?
inferredcites →https://doi.org/10.1109/cvpr42600.2020.00208openalex-snapshot
Learning Filter Pruning Criteria for Deep Convolutional Neural Networks Acceleration
inferredcites →https://doi.org/10.1109/cvpr42600.2020.00396openalex-snapshot
Revisiting Knowledge Distillation via Label Smoothing Regularization
inferredcites →https://doi.org/10.1109/cvpr42600.2020.01044openalex-snapshot
Designing Network Design Spaces
inferredcites →https://doi.org/10.1109/cvpr42600.2020.01103openalex-snapshot
Online Knowledge Distillation via Collaborative Learning
inferredcites →https://doi.org/10.1109/cvpr42600.2020.01298openalex-snapshot
FBNetV2: Differentiable Neural Architecture Search for Spatial and Channel Dimensions
inferredcites →https://doi.org/10.1109/cvpr42600.2020.01318openalex-snapshot
ZeroQ: A Novel Zero Shot Quantization Framework
inferredcites →https://doi.org/10.1109/cvpr46437.2021.00243openalex-snapshot
NetAdaptV2: Efficient Neural Architecture Search with Fast Super-Network Training and Architecture Optimization
inferredcites →https://doi.org/10.1109/cvpr46437.2021.00357openalex-snapshot
CondenseNet V2: Sparse Feature Reactivation for Deep Networks
inferredcites →https://doi.org/10.1109/cvpr46437.2021.00408openalex-snapshot
Unbiased Mean Teacher for Cross-domain Object Detection
inferredcites →https://doi.org/10.1109/cvpr46437.2021.00497openalex-snapshot
Distilling Knowledge via Knowledge Review
inferredcites →https://doi.org/10.1109/cvpr46437.2021.00799openalex-snapshot
Searching for Fast Model Families on Datacenter Accelerators
inferredcites →https://doi.org/10.1109/cvpr46437.2021.01601openalex-snapshot
FBNetV3: Joint Architecture-Recipe Search using Predictor Pretraining
inferredcites →https://doi.org/10.1109/cvpr46437.2021.01625openalex-snapshot
Bottleneck Transformers for Visual Recognition
inferredcites →https://doi.org/10.1109/cvpr52688.2022.00520openalex-snapshot
Mobile-Former: Bridging MobileNet and Transformer
inferredcites →https://doi.org/10.1109/cvpr52688.2022.01042openalex-snapshot
High-Resolution Image Synthesis with Latent Diffusion Models
inferredcites →https://doi.org/10.1109/cvpr52688.2022.01054openalex-snapshot
A-ViT: Adaptive Tokens for Efficient Vision Transformer
inferredcites →https://doi.org/10.1109/cvpr52688.2022.01064openalex-snapshot
Knowledge Distillation via the Target-aware Transformer
inferredcites →https://doi.org/10.1109/cvpr52688.2022.01163openalex-snapshot
Knowledge Distillation with the Reused Teacher Classifier
inferredcites →https://doi.org/10.1109/cvpr52688.2022.01165openalex-snapshot
Decoupled Knowledge Distillation
inferredcites →https://doi.org/10.1109/cvpr52688.2022.01170openalex-snapshot
Swin Transformer V2: Scaling Up Capacity and Resolution
inferredcites →https://doi.org/10.1109/cvpr52688.2022.01210openalex-snapshot
Learnable Lookup Table for Neural Network Quantization
inferredcites →https://doi.org/10.1109/cvpr52729.2023.00196openalex-snapshot
Post-Training Quantization on Diffusion Models
inferredcites →https://doi.org/10.1109/cvprw.2018.00215openalex-snapshot
SqueezeNext: Hardware-Aware Neural Network Design
inferredcites →https://doi.org/10.1109/cvprw50498.2020.00357openalex-snapshot
Least squares binary quantization of neural networks
inferredcites →https://doi.org/10.1109/cvprw53098.2021.00268openalex-snapshot
DeepShift: Towards Multiplication-Less Neural Networks
inferredcites →https://doi.org/10.1109/dac18072.2020.9218749openalex-snapshot
EDD: Efficient Differentiable DNN Architecture and Implementation Co-search for Embedded AI Solutions
inferredcites →https://doi.org/10.1109/dac18074.2021.9586121openalex-snapshot
DANCE: Differentiable Accelerator/Network Co-Exploration
inferredcites →https://doi.org/10.1109/hpca51647.2021.00018openalex-snapshot
SpAtten: Efficient Sparse Attention Architecture with Cascade Token and Head Pruning
inferredcites →https://doi.org/10.1109/icassp49357.2023.10094626openalex-snapshot
Ternary Weight Networks
inferredcites →https://doi.org/10.1109/iccv.2017.155openalex-snapshot
Channel Pruning for Accelerating Very Deep Neural Networks
inferredcites →https://doi.org/10.1109/iccv.2019.00038openalex-snapshot
HAWQ: Hessian AWare Quantization of Neural Networks With Mixed-Precision
inferredcites →https://doi.org/10.1109/iccv.2019.00110openalex-snapshot
Learning Lightweight Lane Detection CNNs by Self Attention Distillation
inferredcites →https://doi.org/10.1109/iccv.2019.00339openalex-snapshot
MetaPruning: Meta Learning for Automatic Neural Network Channel Pruning
inferredcites →https://doi.org/10.1109/iccv.2019.00364openalex-snapshot
Differentiable Learning-to-Group Channels via Groupable Convolutional Neural Networks
inferredcites →https://doi.org/10.1109/iccv.2019.00381openalex-snapshot
Be Your Own Teacher: Improve the Performance of Convolutional Neural Networks via Self Distillation
inferredcites →https://doi.org/10.1109/iccv48922.2021.00009openalex-snapshot
CvT: Introducing Convolutions to Vision Transformers
inferredcites →https://doi.org/10.1109/iccv48922.2021.00060openalex-snapshot
Tokens-to-Token ViT: Training Vision Transformers from Scratch on ImageNet
inferredcites →https://doi.org/10.1109/iccv48922.2021.00650openalex-snapshot
Self-Knowledge Distillation with Progressive Refinement of Targets
inferredcites →https://doi.org/10.1109/iccv48922.2021.00986openalex-snapshot
Swin Transformer: Hierarchical Vision Transformer using Shifted Windows
inferredcites →https://doi.org/10.1109/iccv48922.2021.01204openalex-snapshot
LeViT: a Vision Transformer in ConvNet’s Clothing for Faster Inference
inferredcites →https://doi.org/10.1109/iccv48922.2021.01355openalex-snapshot
FashionMirror: Co-attention Feature-remapping Virtual Try-on with Sequential Template Poses
inferredcites →https://doi.org/10.1109/iccv51070.2023.00355openalex-snapshot
Adding Conditional Control to Text-to-Image Diffusion Models
inferredcites →https://doi.org/10.1109/iccv51070.2023.00881openalex-snapshot
Exploring Lightweight Hierarchical Vision Transformers for Efficient Visual Tracking
inferredcites →https://doi.org/10.1109/iccv51070.2023.01883openalex-snapshot
Most Important Person-guided Dual-branch Cross-Patch Attention for Group Affect Recognition
inferredcites →https://doi.org/10.1109/icnn.1993.298572openalex-snapshot
Optimal Brain Surgeon and general network pruning
inferredcites →https://doi.org/10.1109/kse53942.2021.9648656openalex-snapshot
UET-Headpose: A sensor-based top-view head pose dataset
inferredcites →https://doi.org/10.1109/micro.2014.58openalex-snapshot
DaDianNao: A Machine-Learning Supercomputer
inferredcites →https://doi.org/10.1109/micro.2018.00011openalex-snapshot
Cambricon-S: Addressing Irregularity in Sparse Neural Networks through A Cooperative Software/Hardware Approach
inferredcites →https://doi.org/10.1109/mssc.2020.3002140openalex-snapshot
How to Evaluate Deep Neural Network Processors: TOPS/W (Alone) Considered Harmful
inferredcites →https://doi.org/10.1109/percomworkshops53856.2022.9767398openalex-snapshot
Wearable FPGA Platform for Accelerated DSP and AI Applications
inferredcites →https://doi.org/10.1109/ssiai.2016.7459201openalex-snapshot
A multistage dataflow implementation of a Deep Convolutional Neural Network based on FPGA for high-speed object recognition
inferredcites →https://doi.org/10.1109/tc.2016.2574353openalex-snapshot
DaDianNao: A Neural Network Supercomputer
inferredcites →https://doi.org/10.1109/tcad.2017.2705069openalex-snapshot
Angel-Eye: A Complete Design Flow for Mapping CNN Onto Embedded FPGA
inferredcites →https://doi.org/10.1109/tcad.2017.2785257openalex-snapshot
Caffeine: Toward Uniformed Representation and Acceleration for Deep Convolutional Neural Networks
inferredcites →https://doi.org/10.1109/tci.2018.2889933openalex-snapshot
Face Detection and Verification Using Lensless Cameras
inferredcites →https://doi.org/10.1109/tcsi.2017.2735490openalex-snapshot
A Reconfigurable Streaming Deep Convolutional Neural Network Accelerator for Internet of Things
inferredcites →https://doi.org/10.1109/tcsi.2017.2759803openalex-snapshot
Data and Hardware Efficient Design for Convolutional Neural Network
inferredcites →https://doi.org/10.1109/tcsii.2020.2983648openalex-snapshot
CMix-NN: Mixed Low-Precision CNN Library for Memory-Constrained Edge Devices
inferredcites →https://doi.org/10.1109/tcsii.2021.3067327openalex-snapshot
A 43.1TOPS/W Energy-Efficient Absolute-Difference-Accumulation Operation Computing-In-Memory With Computation Reuse
inferredcites →https://doi.org/10.1109/tevc.2019.2924461openalex-snapshot
Surrogate-Assisted Evolutionary Deep Learning Using an End-to-End Random Forest-Based Performance Predictor
inferredcites →https://doi.org/10.1109/tevc.2023.3252612openalex-snapshot
Neural Architecture Search Based on a Multi-Objective Evolutionary Algorithm With Probability Stack
inferredcites →https://doi.org/10.1109/tip.2021.3139234openalex-snapshot
Towards Lightweight Transformer Via Group-Wise Transformation for Vision-and-Language Tasks
inferredcites →https://doi.org/10.1109/tits.2021.3139001openalex-snapshot
Efficient Semantic Segmentation via Self-Attention and Self-Distillation
inferredcites →https://doi.org/10.1109/tmm.2020.2980195openalex-snapshot
Dress With Style: Learning Style From Joint Deep Embedding of Clothing Styles and Body Shapes
inferredcites →https://doi.org/10.1109/tnnls.2022.3152732openalex-snapshot
Distilling a Powerful Student Model via Online Knowledge Distillation
inferredcites →https://doi.org/10.1109/tnnls.2023.3262952openalex-snapshot
CATRO: Channel Pruning via Class-Aware Trace Ratio Optimization
inferredcites →https://doi.org/10.1109/tpami.2022.3152247openalex-snapshot
A Survey on Vision Transformer
inferredcites →https://doi.org/10.1109/wacv.2019.00134openalex-snapshot
AddressNet: Shift-Based Primitives for Efficient Convolutional Neural Networks
inferredcites →https://doi.org/10.1109/wacv51458.2022.00175openalex-snapshot
Semi-supervised Domain Adaptation via Sample-to-Sample Self-Distillation
inferredcites →https://doi.org/10.1111/j.1467-9868.2005.00532.xopenalex-snapshot
Model Selection and Estimation in Regression with Grouped Variables
inferredcites →https://doi.org/10.1145/113445.113449openalex-snapshot
A data locality optimizing algorithm
inferredcites →https://doi.org/10.1145/2684746.2689060openalex-snapshot
Optimizing FPGA-based Accelerator Design for Deep Convolutional Neural Networks
inferredcites →https://doi.org/10.1145/2847263.2847265openalex-snapshot
Going Deeper with Embedded FPGA Platform for Convolutional Neural Network
inferredcites →https://doi.org/10.1145/3061639.3062207openalex-snapshot
Automated Systolic Array Architecture Synthesis for High Throughput CNN Inference on FPGAs
inferredcites →https://doi.org/10.1145/3065386openalex-snapshot
ImageNet classification with deep convolutional neural networks
inferredcites →https://doi.org/10.1145/3447582openalex-snapshot
A Comprehensive Survey of Neural Architecture Search
inferredcites →https://doi.org/10.1145/3487045openalex-snapshot
Compression of Deep Learning Models for Text: A Survey
inferredcites →https://doi.org/10.1145/3508396.3512869openalex-snapshot
Towards efficient vision transformer inference
inferredcites →https://doi.org/10.1145/3578360.3580257openalex-snapshot
A Deep Learning Model for Loop Interchange
inferredcites →https://doi.org/10.1145/3613963openalex-snapshot
FPGA-based Deep Learning Inference Accelerators: Where Are We Standing?
inferredcites →https://doi.org/10.1145/3623402openalex-snapshot
A Comprehensive Survey on Model Quantization for Deep Neural Networks in Image Classification
inferredcites →https://doi.org/10.1155/2022/1291103openalex-snapshot
Designing Deep Learning Hardware Accelerator and Efficiency Evaluation
inferredcites →https://doi.org/10.1201/9781003162810-13openalex-snapshot
A Survey of Quantization Methods for Efficient Neural Network Inference
inferredcites →https://doi.org/10.1609/aaai.v31i1.11231openalex-snapshot
Inception-v4, Inception-ResNet and the Impact of Residual Connections on Learning
inferredcites →https://doi.org/10.1609/aaai.v35i10.17054openalex-snapshot
Post-training Quantization with Multiple Points: Mixed Precision without Mixed Precision
inferredcites →https://doi.org/10.1609/aaai.v35i8.16865openalex-snapshot
Cross-Layer Distillation with Semantic Calibration
inferredcites →https://doi.org/10.1609/aaai.v37i1.25152openalex-snapshot
CALIP: Zero-Shot Enhancement of CLIP with Parameter-Free Attention
inferredcites →https://doi.org/10.18653/v1/2022.acl-long.331openalex-snapshot
Compression of Generative Pre-trained Language Models via Quantization
inferredcites →https://doi.org/10.18653/v1/2023.findings-acl.15openalex-snapshot
Boost Transformer-based Language Models with GPU-Friendly Sparsity and Quantization
inferredcites →https://doi.org/10.18653/v1/d18-1491openalex-snapshot
Pyramidal Recurrent Unit for Language Modeling
inferredcites →https://doi.org/10.18653/v1/p19-1355openalex-snapshot
Energy and Policy Considerations for Deep Learning in NLP
inferredcites →https://doi.org/10.2298/csis220131065fopenalex-snapshot
Optimizing data locality by executor allocation in spark computing environment
inferredcites →https://doi.org/10.24963/ijcai.2018/309openalex-snapshot
Soft Filter Pruning for Accelerating Deep Convolutional Neural Networks
inferredcites →https://doi.org/10.3390/electronics10030230openalex-snapshot
Reconfigurable Binary Neural Network Accelerator with Adaptive Parallelism Scheme
inferredcites →https://doi.org/10.3390/electronics10080895openalex-snapshot
Embedded Intelligence on FPGA: Survey, Applications and Challenges
inferredcites →https://doi.org/10.4230/lipics.itp.2023.19openalex-snapshot
Exploiting Generative AI to Scale up Intelligent Tutoring Systems
inferredcites →https://doi.org/10.4230/oasics.ng-res.2025.4openalex-snapshot
CMSIS-NN: Efficient Neural Network Kernels for Arm Cortex-M CPUs
inferredcites →https://doi.org/10.48550/arxiv.1308.0698openalex-snapshot
An Improving Method for Loop Unrolling
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Distilling the Knowledge in a Neural Network
inferredcites →https://doi.org/10.48550/arxiv.1512.01274openalex-snapshot
MXNet: A Flexible and Efficient Machine Learning Library for Heterogeneous Distributed Systems
inferredcites →https://doi.org/10.48550/arxiv.1611.01578openalex-snapshot
Neural Architecture Search with Reinforcement Learning
inferredcites →https://doi.org/10.48550/arxiv.1704.04861openalex-snapshot
MobileNets: Efficient Convolutional Neural Networks for Mobile Vision Applications
inferredcites →https://doi.org/10.48550/arxiv.1705.07565openalex-snapshot
Learning to Prune Deep Neural Networks via Layer-wise Optimal Brain Surgeon
inferredcites →https://doi.org/10.48550/arxiv.1707.04585openalex-snapshot
The Reversible Residual Network: Backpropagation Without Storing Activations
inferredcites →https://doi.org/10.48550/arxiv.1803.03635openalex-snapshot
The Lottery Ticket Hypothesis: Finding Sparse, Trainable Neural Networks
inferredcites →https://doi.org/10.48550/arxiv.1805.06085openalex-snapshot
PACT: Parameterized Clipping Activation for Quantized Neural Networks
inferredcites →https://doi.org/10.48550/arxiv.1805.11046openalex-snapshot
Scalable Methods for 8-bit Training of Neural Networks
inferredcites →https://doi.org/10.48550/arxiv.1806.07370openalex-snapshot
Constructing Fast Network through Deconstruction of Convolution
inferredcites →https://doi.org/10.48550/arxiv.1810.02340openalex-snapshot
SNIP: Single-shot Network Pruning based on Connection Sensitivity
inferredcites →https://doi.org/10.48550/arxiv.1902.01492openalex-snapshot
Optimally Scheduling CNN Convolutions for Efficient Memory Access
inferredcites →https://doi.org/10.48550/arxiv.1903.03129openalex-snapshot
SLIDE : In Defense of Smart Algorithms over Hardware Acceleration for Large-Scale Deep Learning Systems
inferredcites →https://doi.org/10.48550/arxiv.1909.09756openalex-snapshot
Scale MLPerf-0.6 models on Google TPU-v3 Pods
inferredcites →https://doi.org/10.48550/arxiv.1911.03852openalex-snapshot
HAWQ-V2: Hessian Aware trace-Weighted Quantization of Neural Networks
inferredcites →https://doi.org/10.48550/arxiv.1912.01703openalex-snapshot
PyTorch: An Imperative Style, High-Performance Deep Learning Library
inferredcites →https://doi.org/10.48550/arxiv.2003.02838openalex-snapshot
Accelerator-aware Neural Network Design using AutoML
inferredcites →https://doi.org/10.48550/arxiv.2006.04768openalex-snapshot
Conv-Linformer: Boosting Linformer's Performance with Convolution in Small-Scale Settings
inferredcites →https://doi.org/10.48550/arxiv.2006.11239openalex-snapshot
Denoising Diffusion Probabilistic Models
inferredcites →https://doi.org/10.48550/arxiv.2007.10319openalex-snapshot
MCUNet: Tiny Deep Learning on IoT Devices
inferredcites →https://doi.org/10.48550/arxiv.2010.11267openalex-snapshot
MicroNets: Neural Network Architectures for Deploying TinyML Applications on Commodity Microcontrollers
inferredcites →https://doi.org/10.48550/arxiv.2010.12460openalex-snapshot
Adaptive Gradient Quantization for Data-Parallel SGD
inferredcites →https://doi.org/10.48550/arxiv.2010.12785openalex-snapshot
ShiftAddNet: A Hardware-Inspired Deep Network
inferredcites →https://doi.org/10.48550/arxiv.2102.08619openalex-snapshot
Rethinking Co-design of Neural Architectures and Hardware Accelerators
inferredcites →https://doi.org/10.48550/arxiv.2105.10497openalex-snapshot
Intriguing Properties of Vision Transformers
inferredcites →https://doi.org/10.48550/arxiv.2106.02034openalex-snapshot
DynamicViT: Efficient Vision Transformers with Dynamic Token Sparsification
inferredcites →https://doi.org/10.48550/arxiv.2106.04803openalex-snapshot
CoAtNet: Marrying Convolution and Attention for All Data Sizes
inferredcites →https://doi.org/10.48550/arxiv.2106.14881openalex-snapshot
Early Convolutions Help Transformers See Better
inferredcites →https://doi.org/10.48550/arxiv.2201.06618openalex-snapshot
VAQF: Fully Automatic Software-Hardware Co-Design Framework for Low-Bit Vision Transformer
inferredcites →https://doi.org/10.48550/arxiv.2301.00774openalex-snapshot
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inferredcites →https://doi.org/10.48550/arxiv.2301.12017openalex-snapshot
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inferredcites →https://doi.org/10.48550/arxiv.2302.13971openalex-snapshot
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inferredcites →https://doi.org/10.48550/arxiv.2303.10420openalex-snapshot
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inferredcites →https://doi.org/10.48550/arxiv.2306.11695openalex-snapshot
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What points at this work
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inferred← citeshttps://doi.org/10.1002/advs.202514499openalex-snapshot
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inferred← citeshttps://doi.org/10.1002/itl2.70293openalex-snapshot
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inferred← citeshttps://doi.org/10.1002/med4.70086openalex-snapshot
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inferred← citeshttps://doi.org/10.1007/978-3-031-76607-7_1openalex-snapshot
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inferred← citeshttps://doi.org/10.1007/978-3-031-78276-3_87openalex-snapshot
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inferred← citeshttps://doi.org/10.1007/978-3-031-78980-9_14openalex-snapshot
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inferred← citeshttps://doi.org/10.1007/978-3-031-97141-9_13openalex-snapshot
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inferred← citeshttps://doi.org/10.1007/978-3-031-98417-4_16openalex-snapshot
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inferred← citeshttps://doi.org/10.1007/978-3-032-18480-1_6openalex-snapshot
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inferred← citeshttps://doi.org/10.1007/978-3-032-20080-8_4openalex-snapshot
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inferred← citeshttps://doi.org/10.1007/978-3-032-24926-5_32openalex-snapshot
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inferred← citeshttps://doi.org/10.1007/978-3-032-26123-6_33openalex-snapshot
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inferred← citeshttps://doi.org/10.1016/j.compeleceng.2026.111406openalex-snapshot
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inferred← citeshttps://doi.org/10.1016/j.engappai.2026.114547openalex-snapshot
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inferred← citeshttps://doi.org/10.1016/j.epsr.2026.113822openalex-snapshot
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inferred← citeshttps://doi.org/10.1016/j.eswa.2025.130206openalex-snapshot
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inferred← citeshttps://doi.org/10.1016/j.imavis.2026.105925openalex-snapshot
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inferred← citeshttps://doi.org/10.1016/j.iot.2025.101665openalex-snapshot
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inferred← citeshttps://doi.org/10.1016/j.iot.2026.102119openalex-snapshot
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inferred← citeshttps://doi.org/10.1016/j.jappgeo.2026.106182openalex-snapshot
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inferred← citeshttps://doi.org/10.1016/j.jece.2026.122522openalex-snapshot
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inferred← citeshttps://doi.org/10.1016/j.jfoodeng.2026.113263openalex-snapshot
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inferred← citeshttps://doi.org/10.1016/j.jnca.2025.104258openalex-snapshot
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inferred← citeshttps://doi.org/10.1016/j.knosys.2026.115633openalex-snapshot
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inferred← citeshttps://doi.org/10.1016/j.knosys.2026.116300openalex-snapshot
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inferred← citeshttps://doi.org/10.1016/j.livres.2026.08.001openalex-snapshot
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inferred← citeshttps://doi.org/10.1016/j.neucom.2025.129402openalex-snapshot
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inferred← citeshttps://doi.org/10.1016/j.neucom.2025.130746openalex-snapshot
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inferred← citeshttps://doi.org/10.1016/j.neucom.2025.131357openalex-snapshot
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inferred← citeshttps://doi.org/10.1016/j.neucom.2025.131817openalex-snapshot
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inferred← citeshttps://doi.org/10.1016/j.neucom.2026.134504openalex-snapshot
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inferred← citeshttps://doi.org/10.1016/j.neunet.2026.109178openalex-snapshot
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inferred← citeshttps://doi.org/10.1016/j.oceaneng.2026.128021openalex-snapshot
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inferred← citeshttps://doi.org/10.1088/1361-6501/aded27openalex-snapshot
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inferred← citeshttps://doi.org/10.1088/1361-6501/ae6a0copenalex-snapshot
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inferred← citeshttps://doi.org/10.1109/bdcat63179.2024.00056openalex-snapshot
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inferred← citeshttps://doi.org/10.1109/icccworkshops67136.2025.11147223openalex-snapshot
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inferred← citeshttps://doi.org/10.1109/icciaa68481.2026.11543764openalex-snapshot
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inferred← citeshttps://doi.org/10.1109/icctech66294.2025.00034openalex-snapshot
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inferred← citeshttps://doi.org/10.1109/icetci68937.2026.11610721openalex-snapshot
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inferred← citeshttps://doi.org/10.1109/icicyta68677.2025.11362562openalex-snapshot
Lightweight Deep Learning Architectures for Classifying Textual Elements in Movie Posters
inferred← citeshttps://doi.org/10.1109/icip61757.2026.11630243openalex-snapshot
Graph-Based Feature Learning for Image Classification
inferred← citeshttps://doi.org/10.1109/iciss67859.2026.11453970openalex-snapshot
Edge-Cloud Integrated Deep Learning Framework for Low-Latency and Privacy Preserved Traffic Monitoring Using Hybrid CNN & YOLOv8
inferred← citeshttps://doi.org/10.1109/ickecs65700.2025.11035578openalex-snapshot
Machine Learning Models Tailored to Resource-Constrained Environments, with a Focus on Data Preprocessing Techniques
inferred← citeshttps://doi.org/10.1109/icndsa68777.2026.11652225openalex-snapshot
Empirical Investigation of Adaptive Machine Learning Pipelines for Resource-Constrained Applications
inferred← citeshttps://doi.org/10.1109/icoact63339.2025.11004765openalex-snapshot
Adaptive MobileNet Framework for Human Signature Recognition
inferred← citeshttps://doi.org/10.1109/icocseti63724.2025.11019552openalex-snapshot
Edge Computing Based Terrain Detection System for SAR Robots
inferred← citeshttps://doi.org/10.1109/icoiact67584.2025.11344923openalex-snapshot
Lightweight YOLOv8n Segmentation and ShuffleNetV2 Transfer Learning Integration for Oil Palm Fruit Ripeness Classification
inferred← citeshttps://doi.org/10.1109/icoict71118.2026.11664765openalex-snapshot
Balancing Accuracy and Efficiency in IoT Intrusion Detection Using a Confidence-Based Hybrid LightGBM–CNN Model
inferred← citeshttps://doi.org/10.1109/icoin68469.2026.11480570openalex-snapshot
Hybrid Variational Quantum Circuit for Satellite Image Classification
inferred← citeshttps://doi.org/10.1109/imc-ssgp67001.2025.11474245openalex-snapshot
Intrusion Detection in IoT Using Traffic-to-Image Conversion and Lightweight Vision Transformers
inferred← citeshttps://doi.org/10.1109/iraset68627.2026.11538879openalex-snapshot
Adaptive Privacy Optimization for Energy-Constrained Tiny Federated Learning Devices
inferred← citeshttps://doi.org/10.1109/isaeece70502.2026.11635739openalex-snapshot
Cost-Sensitive Knowledge Distillation for Intelligent Mineral Sorting in Industrial Scenarios
inferred← citeshttps://doi.org/10.1109/isct66099.2025.11297378openalex-snapshot
Efficient Vision Transformers Optimized with Pruning and Quantization for HMD
inferred← citeshttps://doi.org/10.1109/ispa67752.2025.00147openalex-snapshot
Towards Efficient Neural Network Deployment: An Attention-Based Dynamic Feature Pruning Framework with Adaptive Resource Allocation
inferred← citeshttps://doi.org/10.1109/itet65804.2025.11100929openalex-snapshot
C3L: Class-Centric Contrastive Learning for Long-Tailed Learning
inferred← citeshttps://doi.org/10.1109/iwcmc69287.2026.11580067openalex-snapshot
CarbonEdge: Carbon-Aware Deep Learning Inference Framework for Sustainable Edge Computing
inferred← citeshttps://doi.org/10.1109/jiot.2025.3639422openalex-snapshot
Machar: A Frequency-Aware Mamba–Convolution Hybrid Architecture for Sensor-Based Human Activity Recognition
inferred← citeshttps://doi.org/10.1109/jiot.2026.3685248openalex-snapshot
TinyML for Eddy Current Testing: A Review of Advances, Challenges, and Applications
inferred← citeshttps://doi.org/10.1109/jsac.2025.3531406openalex-snapshot
SoundSpring: Loss-Resilient Audio Transceiver With Dual-Functional Masked Language Modeling
inferred← citeshttps://doi.org/10.1109/jsen.2025.3608298openalex-snapshot
Lightweight Gesture Recognition Based on Depthwise Separable Convolution and FECAM Attention Mechanism for sEMG
inferred← citeshttps://doi.org/10.1109/la-cci62337.2024.10814843openalex-snapshot
Optimized Assertiveness-Cost Evaluation: An Innovative Performance Measuring Method for Machine Learning Models
inferred← citeshttps://doi.org/10.1109/mcsoc67473.2025.00113openalex-snapshot
Efficient WiFi-Based Human Pose Estimation via Lightweight Model Design with Knowledge Distillation
inferred← citeshttps://doi.org/10.1109/mind67540.2025.11351542openalex-snapshot
LatentTAS: Constrained Transformer Architecture Search Via Surrogate-Driven Latent Evolution
inferred← citeshttps://doi.org/10.1109/pais69842.2026.11605295openalex-snapshot
Lightweight AI for IoT Security: A Survey of IoT Threats, Model Compression, TinyML, Federated Learning, and Edge-Based Intrusion Detection
inferred← citeshttps://doi.org/10.1109/pais69842.2026.11605388openalex-snapshot
Benchmarking Lightweight Deep Learning Models for Brain Tumor Classification under Resource Constraints
inferred← citeshttps://doi.org/10.1109/sbcci69725.2026.11706749openalex-snapshot
A Multi-Stage Cascaded Inference Architecture for Real-Time Construction Safety Monitoring on Edge GPUs
inferred← citeshttps://doi.org/10.1109/swc65939.2025.00094openalex-snapshot
M3ET: Efficient Vision-Language Learning for Robotics based on Multimodal Mamba-Enhanced Transformer
inferred← citeshttps://doi.org/10.1109/tc.2026.3688989openalex-snapshot
Frieren: A Fault-Tolerant Reconfigurable Energy-Efficient Computing Architecture With Enhanced Reliability in Harsh Environments
inferred← citeshttps://doi.org/10.1109/tcad.2025.3626459openalex-snapshot
KD-SCA: Improving Lightweight CNN Model Profiling Side-Channel Analysis With Knowledge Distillation
inferred← citeshttps://doi.org/10.1109/tce.2025.3627792openalex-snapshot
Lightweight Federated Learning for Terminal-Edge-Cloud With Two-Step Privacy Protection in Consumer Electronics
inferred← citeshttps://doi.org/10.1109/tce.2026.3689218openalex-snapshot
Det2Pose: Lightweight Visual Sensing and Computation Framework for 3D Perception in Consumer Autonomous Intelligent Systems
inferred← citeshttps://doi.org/10.1109/tensymp68909.2026.11703984openalex-snapshot
Lightweight YOLO-Based Facility Detection and Room-Type Classification in Hospital Indoor Environments
inferred← citeshttps://doi.org/10.1109/tgrs.2025.3578800openalex-snapshot
FEL-YoloV8: A New Algorithm for Accurate Monitoring Soybean Seedling Emergence Rates and Growth Uniformity
inferred← citeshttps://doi.org/10.1109/tii.2026.3686363openalex-snapshot
Resource-Efficient Neural Network for Crop Damage Classification in Precision Agriculture
inferred← citeshttps://doi.org/10.1109/tim.2025.3548775openalex-snapshot
SDMC-Net: A Lightweight and Deployable Fault Diagnosis Network Using Self-Distillation and Multiscale-Depth Convolution
inferred← citeshttps://doi.org/10.1109/tim.2026.3657491openalex-snapshot
Dynamic Model Mixtures for Efficient AI Inference in Real-Time Biomedical Applications
inferred← citeshttps://doi.org/10.1109/tits.2026.3655007openalex-snapshot
Graph Learning-Driven Multi-Vessel Association: Fusing Multimodal Data for Maritime Intelligence
inferred← citeshttps://doi.org/10.1109/tkde.2026.3675811openalex-snapshot
Self-Knowledge Distillation and Its Application: A Survey
inferred← citeshttps://doi.org/10.1109/tnse.2025.3645564openalex-snapshot
TinyML-Enabled Resource-Efficient Framework for Real-Time Network Securiy in Electric Vehicle Charging Networks
inferred← citeshttps://doi.org/10.1109/wccst67302.2026.11496262openalex-snapshot
Image-Based Obfuscated Malware Detection Using Lightweight Binarized Neural Network Architecture
inferred← citeshttps://doi.org/10.1111/cgf.70472openalex-snapshot
I n F i C on D: Investigating Interactive No‐code Fine‐tuning with Concept‐based Knowledge Distillation
inferred← citeshttps://doi.org/10.1111/exsy.70409openalex-snapshot
SCRSNet : An Efficient Crowd Counting via Lightweight Spatial‐Channel Reconstructive and Scale‐Aware Network
inferred← citeshttps://doi.org/10.1142/s0129065725500704openalex-snapshot
Evolutionary Channel Pruning for Style-Based Generative Adversarial Networks
inferred← citeshttps://doi.org/10.1145/3666025.3699390openalex-snapshot
Poster: Module Lightweighting and Path Transferring in Vision-Language Models for Efficient Edge Deployment
inferred← citeshttps://doi.org/10.1145/3676641.3716261openalex-snapshot
K lotski : Efficient Mixture-of-Expert Inference via Expert-Aware Multi-Batch Pipeline
inferred← citeshttps://doi.org/10.1145/3707292.3707358openalex-snapshot
Optimizing RAG Techniques for Automotive Industry PDF Chatbots: A Case Study with Locally Deployed Ollama ModelsOptimizing RAG Techniques Based on Locally Deployed Ollama ModelsA Case Study with Locally Deployed Ollama Models
inferred← citeshttps://doi.org/10.1145/3715336.3735710openalex-snapshot
Bridging Context and Culture: Designing Cross-Cultural Solutions for Type 2 Diabetes Care in Nigeria
inferred← citeshttps://doi.org/10.1145/3722567.3727849openalex-snapshot
Efficient Inference of parallel partitioned hybrid-Vision Transformers
inferred← citeshttps://doi.org/10.1145/3744339openalex-snapshot
Designing Object Detection Models for TinyML: Foundations, Comparative Analysis, Challenges, and Emerging Solutions
inferred← citeshttps://doi.org/10.1145/3746027.3755177openalex-snapshot
Cross-Model Watermarking via Discriminative Samples for Secure Authentication
inferred← citeshttps://doi.org/10.1145/3769102.3774637openalex-snapshot
Onboard Decisions and Cloud-Scale LLM Planning: Split Reasoning and Collaborative Intelligence for Autonomous Driving
inferred← citeshttps://doi.org/10.1145/3793669openalex-snapshot
A Systematic Literature Review of Healthcare Embedded Systems Using AI-based Biosignal Analysis
inferred← citeshttps://doi.org/10.1145/3810214openalex-snapshot
Exploring and Addressing Low-Quality Auxiliary Modality in Earable Dual-microphone Speech Enhancement
inferred← citeshttps://doi.org/10.1145/3820664.3820681openalex-snapshot
Lightweight Deep Learning-Based Plant Leaf Disease Assisted Diagnosis System
inferred← citeshttps://doi.org/10.1145/3822454.3822478openalex-snapshot
HiRo: A Compact Four-Directional Hierarchical Reservoir Token-Mixer for Efficient Image Classification
inferred← citeshttps://doi.org/10.1145/3831693openalex-snapshot
BrickNN: Towards Brick-like Self-organizing Modular Neural Networks for Plastic and Collective AIoT Learning
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