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TorchMetrics - Measuring Reproducibility in PyTorch

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Deep Audio Analyzer: A Novel Framework to Improve Audio Forensics Issues
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AI‐Based D‐Amino Acid Substitution for Optimizing Antimicrobial Peptides to Treat Multidrug‐Resistant Bacterial Infection
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Artificial neural networks in automatic image classifications of cloud from ground‐based observations using deep learning models
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Synthetic Imagery Improves Ecological Classification When Real Data Are Scarce, Not Direct Substitutes
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Using Neural Networks to Identify Mixture Components in Hyperspectral Reflectance Data
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Enhancing Hierarchical Vector Quantized Autoencoders for Image Synthesis Through Multiple Decoders
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YOLOMM – You Only Look Once for Multi-modal Multi-tasking
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Diffusion as Sound Propagation: Physics-Inspired Model for Ultrasound Image Generation
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Modality Translation for Object Detection Adaptation Without Forgetting Prior Knowledge
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Localized Data Representation with NCA-Based Autoencoders
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Deep Learning Based Growth Modeling of Plant Phenotypes
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A Modular AI Testing Framework for Trustworthy AI: Proof-of-Concept Implementation
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Skip Priors and Add Graph-Based Anatomical Information, for Point-Based Couinaud Segmentation
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Unsupervised Learning for Industrial Defect Detection: A Case Study on Shearographic Data
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Rethinking Semi-supervised Segmentation Beyond Accuracy: Reliability and Robustness
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Mitosis Domain Generalization (MIDOG) Challenge 2025 Baselines
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Automated Annotation of Shearographic Measurements Enabling Weakly Supervised Defect Detection
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SIFT-VTON: Geometric Correspondence Supervision on Cross-Attention for Virtual Try-on
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Structuring the Unstructured: A Zero-Shot Approach to Video Chaptering and Title Generation
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DiTailed: Ensuring Visual Object Consistency in Text-Image-to-Image Flow Matching Models
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A Video Action Recognition Model Guided by Temporal Action Semantics
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Revolutionizing online shopping with FITMI: a realistic virtual try-on solution
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Bi-temporal change detection for topographic map updates using panoptic segmentation of VNIR orthophotos and LiDAR data
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Semantic part segmentation of spatial features via geometric deep learning for automated control cabinet assembly
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PhotoHolmes: a Python library for forgery detection in digital images
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AvatarStudio: High-Fidelity and Animatable 3D Avatar Creation from Text
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Quantum Hybrid Diffusion Models for Image Synthesis
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Quantum latent diffusion models
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Cut it here: Image segmentation for MRI
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Introduction to the supervised learning process
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Deep Learning–Based Estimation of Implantable Collamer Lens Vault Using Optical Coherence Tomography
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Evaluating tensor-related metrics for early fault detection in CNNs
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Improving the quality evaluation process of machine learning algorithms applied to landslide time series analysis
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ChampKit: A framework for rapid evaluation of deep neural networks for patch-based histopathology classification
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CellViT++: Energy-efficient and adaptive cell segmentation and classification using foundation models
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A joint cross-dimensional contrastive learning framework for 12-lead ECGs and its heterogeneous deployment on SoC
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Multimodal deep learning fusion of ultrafast-DCE MRI and clinical information for breast lesion classification
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Deep learning for predicting invasive recurrence of ductal carcinoma in situ: leveraging histopathology images and clinical features
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Automated detection and counting of 12 macrobenthic taxa on the Basque coast using computer vision on ROV videos
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MulKD: Multi-layer Knowledge Distillation via collaborative learning
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MultiPlaneNeRF: Neural radiance field with non-trainable representation
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A deep learning approach to perform defect classification of freeze-dried product
inferred← citeshttps://doi.org/10.1016/j.jag.2026.105476openalex-snapshot
LC-SLab — An object-based deep learning framework for large-scale land cover classification from satellite imagery and sparse in-situ labels
inferred← citeshttps://doi.org/10.1016/j.jag.2026.105496openalex-snapshot
Brick kilns across India: A temporal analysis of brick kiln distribution and technology types
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Dental caries detection in children using intraoral scans and deep learning
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Deep learning to automatically classify very large sets of preoperative and postoperative shoulder arthroplasty radiographs
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Texture-preserving multimodal fashion image editing with diffusion models
inferred← citeshttps://doi.org/10.1016/j.landig.2025.100921openalex-snapshot
Label-efficient computational tumour infiltrating lymphocyte assessment in breast cancer (ECTIL): multicentre validation in 2340 patients with breast cancer
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Navigating prevalence shifts in image analysis algorithm deployment
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Accurate 3D maize ear phenotyping using voxel grids derived from RGB machine vision
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AAGNet: A graph neural network towards multi-task machining feature recognition
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Characterizing long-term boreal forest ecosystems dynamics in Khanty-Mansi Autonomous Okrug (Western Siberia) using time series remote sensing data and deep learning methods
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Kit4DL: Towards fast prototyping and experimentation in machine learning and deep learning
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pyMDMA: Multimodal data metrics for auditing real and synthetic datasets
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ClimSat – A diffusion autoencoder model for climate-conditional satellite image editing
inferred← citeshttps://doi.org/10.1021/acs.jcim.4c00689openalex-snapshot
Simple, Efficient, and Scalable Structure-Aware Adapter Boosts Protein Language Models
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Graph with Residue-Based Cross-Modal Framework Enhances Cell Function-Related Protein Properties Prediction
inferred← citeshttps://doi.org/10.1038/s41467-024-49647-6openalex-snapshot
De novo atomic protein structure modeling for cryoEM density maps using 3D transformer and HMM
inferred← citeshttps://doi.org/10.1038/s41467-025-67417-wopenalex-snapshot
Comprehensive discovery of m6A sites in the human transcriptome at single-molecule resolution
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A generalizable pathology foundation model using a unified knowledge distillation pretraining framework
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Galar - a large multi-label video capsule endoscopy dataset
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DARTS: Multi-year database of AI-detected retrogressive thaw slumps in the circum-arctic permafrost region
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Automated cornea diagnosis using deep convolutional neural networks based on cornea topography maps
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A multimodal comparison of latent denoising diffusion probabilistic models and generative adversarial networks for medical image synthesis
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Lesion-conditioning of synthetic MRI-derived subtraction-MIPs of the breast using a latent diffusion model
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Deep convolutional generative adversarial network for generation of computed tomography images of discontinuously carbon fiber reinforced polymer microstructures
inferred← citeshttps://doi.org/10.1038/s41598-024-67957-zopenalex-snapshot
Accelerating photoacoustic microscopy by reconstructing undersampled images using diffusion models
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High-resolution conditional MR image synthesis through the PACGAN framework
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Similarity and quality metrics for MR image-to-image translation
inferred← citeshttps://doi.org/10.1038/s41746-024-01227-0openalex-snapshot
Derivation, external and clinical validation of a deep learning approach for detecting intracranial hypertension
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Clinically-guided models or foundation models? predicting cervical spondylotic myelopathy from electronic health records
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HeteroTCR: A heterogeneous graph neural network-based method for predicting peptide-TCR interaction
inferred← citeshttps://doi.org/10.1038/s42256-023-00787-2openalex-snapshot
Variational autoencoder for design of synthetic viral vector serotypes
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Histopathology-based protein multiplex generation using deep learning
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Predicting drug responses of unseen cell types through transfer learning with foundation models
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Advancing chemical reaction prediction in data-scarce drug discovery with active and geometric deep learning
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GaNDLF: the generally nuanced deep learning framework for scalable end-to-end clinical workflows
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Estimating full-field displacement in biological images using deep learning
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Enhancing sea ice segmentation in Sentinel-1 images with atrous convolutions
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Semantic Alignment is Not Enough: Evaluating Creativity in Iterative AI Image Generation
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A U-Net Based Method for Radio Astronomical Image Deconvolution
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Adaptive fine-tuning based transfer learning for the identification of MGMT promoter methylation status
inferred← citeshttps://doi.org/10.1088/2632-2153/adb937openalex-snapshot
Towards virtual painting recolouring using vision transformer on x-ray fluorescence datacubes
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Pathogenicity prediction for noncanonical splice-altering variants based on multimodal feature fusion
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Computational reproducibility of Jupyter notebooks from biomedical publications
inferred← citeshttps://doi.org/10.1101/2024.01.26.24301803openalex-snapshot
Histopathology-based Protein Multiplex Generation using Deep Learning
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Derivation, External Validation and Clinical Implications of a deep learning approach for intracranial pressure estimation using non-cranial waveform measurements
inferred← citeshttps://doi.org/10.1101/2024.09.26.24314265openalex-snapshot
Galar - a large multi-label video capsule endoscopy dataset
inferred← citeshttps://doi.org/10.1101/2025.04.22.649958openalex-snapshot
FMed-Diffusion Federated Learning on Medical Image Diffusion
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PepSeek: Universal Functional Peptide Discovery with Cooperation Between Specialized Deep Learning Models and Large Language Model
inferred← citeshttps://doi.org/10.1101/2025.07.03.663038openalex-snapshot
RegenPGC View: Semantic Segmentation of Perennial Groundcover Cropping Systems to Restore American Croplands
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Paired CycleGAN-based virtual staining for 3D X-ray histology of bone-implant systems
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A Multi-View Deep Evidential Learning Approach for Mammogram Density Classification
inferred← citeshttps://doi.org/10.1109/access.2024.3476462openalex-snapshot
BRIC: Bottom-Up Residual Vector Quantization for Learned Image Compression
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State-of-the-Art of Deep Learning in Multidisciplinary Optical Coherence Tomography Applications
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Open-Source Text-to-Image Models: Evaluation using Metrics and Human Perception
inferred← citeshttps://doi.org/10.1109/cvpr52733.2024.00446openalex-snapshot
QUADify: Extracting Meshes with Pixel-Level Details and Materials from Images
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Stable VITON: Learning Semantic Correspondence with Latent Diffusion Model for Virtual Try-On
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Run-time Monitoring of 3D Object Detection in Automated Driving Systems Using Early Layer Neural Activation Patterns
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Early Detection of Permanent Faults in DNNs Through the Application of Tensor-Related Metrics
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A Multimetric Approach for Evaluation of ChatGPT-Generated Text Summaries
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VulnBERTa: On Automating CWE Weakness Assignment and Improving the Quality of Cybersecurity CVE Vulnerabilities Through ML/NLP
inferred← citeshttps://doi.org/10.1109/icarai70085.2026.11635695openalex-snapshot
Comparative Evaluation of Object-Detection Models for MMA Fighter Localisation in Mixed Martial Arts Bouts
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Improving Kinyarwanda Speech Recognition Via Semi-Supervised Learning
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Audiovisual Speech Enhancement and Voice Activity Detection Using Generative and Speech Recognition Features
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On The Design of Efficient Neural Methods for Geometry-Agnostic Multichannel Speech Enhancement
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Actor-agnostic Multi-label Action Recognition with Multi-modal Query
inferred← citeshttps://doi.org/10.1109/icra57147.2024.10610149openalex-snapshot
TiV-ODE: A Neural ODE-based Approach for Controllable Video Generation From Text-Image Pairs
inferred← citeshttps://doi.org/10.1109/igarss53475.2024.10640551openalex-snapshot
3D-Hybrid Convolutional Autoencoder Model for Hyperspectral Satellite Data Compression
inferred← citeshttps://doi.org/10.1109/igarss55030.2025.11242723openalex-snapshot
Leveraging Quantum Latent Diffusion Models for Data Augmentation on The Eurosat Dataset
inferred← citeshttps://doi.org/10.1109/is264627.2025.11284671openalex-snapshot
Real-Time Emergency Vehicle Siren Detection with Efficient CNNs on Embedded Hardware
inferred← citeshttps://doi.org/10.1109/isbi56570.2024.10635142openalex-snapshot
Leveraging Multimodal Fusion for Enhanced Diagnosis of Multiple Retinal Diseases in Ultra-Wide Octa
inferred← citeshttps://doi.org/10.1109/jstars.2023.3336929openalex-snapshot
Unsupervised Domain Adaptation for Instance Segmentation: Extracting Dwellings in Temporary Settlements Across Various Geographical Settings
inferred← citeshttps://doi.org/10.1109/jstsp.2025.3567838openalex-snapshot
AV-CrossNet: An Audiovisual Complex Spectral Mapping Network for Speech Separation by Leveraging Narrow- and Cross-Band Modeling
inferred← citeshttps://doi.org/10.1109/metroxraine58569.2023.10405705openalex-snapshot
Deep Audio Analyzer: A Framework to Industrialize the Research on Audio Forensics
inferred← citeshttps://doi.org/10.1109/mnc69143.2026.11680744openalex-snapshot
Forecasting Individual NetFlows using a Predictive Masked Graph Autoencoder
inferred← citeshttps://doi.org/10.1109/ojcs.2024.3462477openalex-snapshot
Photogenic Guided Image-to-Image Translation With Single Encoder
inferred← citeshttps://doi.org/10.1109/ojsp.2024.3425287openalex-snapshot
Fully Quantized Neural Networks for Audio Source Separation
inferred← citeshttps://doi.org/10.1109/pais62114.2024.10541278openalex-snapshot
Deep Corrosion: Semantic Segmentation Unveiled Through Advanced Learning
inferred← citeshttps://doi.org/10.1109/ropec58757.2023.10409492openalex-snapshot
Combining Deep Learning with Domain Adaptation and Filtering Techniques for Speech Recognition in Noisy Environments
inferred← citeshttps://doi.org/10.1109/slt61566.2024.10832148openalex-snapshot
ESPnet-EZ: Python-Only ESPnet For Easy Fine-Tuning And Integration
inferred← citeshttps://doi.org/10.1109/taslp.2024.3492803openalex-snapshot
TF-CrossNet: Leveraging Global, Cross-Band, Narrow-Band, and Positional Encoding for Single- and Multi-Channel Speaker Separation
inferred← citeshttps://doi.org/10.1109/tip.2024.3486610openalex-snapshot
AnlightenDiff: Anchoring Diffusion Probabilistic Model on Low Light Image Enhancement
inferred← citeshttps://doi.org/10.1109/wacv57701.2024.00147openalex-snapshot
HalluciDet: Hallucinating RGB Modality for Person Detection Through Privileged Information
inferred← citeshttps://doi.org/10.1109/wacv57701.2024.00398openalex-snapshot
Exploiting the Signal-Leak Bias in Diffusion Models
inferred← citeshttps://doi.org/10.1109/wacv61042.2026.00736openalex-snapshot
Joint Optimization of Camera Model and Deep Neural Network for Image Recognition
inferred← citeshttps://doi.org/10.1109/wacvw68408.2026.00022openalex-snapshot
Advancing Robust Infrared Object Detection: Practical Insights on Model Development and Evaluation
inferred← citeshttps://doi.org/10.1109/waspaa66052.2025.11230934openalex-snapshot
Towards Reliable Objective Evaluation Metrics for Generative Singing Voice Separation Models
inferred← citeshttps://doi.org/10.1111/cgf.70069openalex-snapshot
Learning Fast 3D Gaussian Splatting Rendering using Continuous Level of Detail
inferred← citeshttps://doi.org/10.1117/1.oe.64.9.092206openalex-snapshot
V2IR-CnLDM: a generative visible-to-infrared image translation using ControlNet-guided conditional latent diffusion model
inferred← citeshttps://doi.org/10.1121/10.0037188openalex-snapshot
Digital twins enable full-reference quality assessment of photoacoustic image reconstructions
inferred← citeshttps://doi.org/10.1136/rmdopen-2024-004628openalex-snapshot
Anatomy-centred deep learning improves generalisability and progression prediction in radiographic sacroiliitis detection
inferred← citeshttps://doi.org/10.1145/3581783.3612137openalex-snapshot
LaDI-VTON: Latent Diffusion Textual-Inversion Enhanced Virtual Try-On
inferred← citeshttps://doi.org/10.1145/3640457.3688185openalex-snapshot
EmbSum: Leveraging the Summarization Capabilities of Large Language Models for Content-Based Recommendations
inferred← citeshttps://doi.org/10.1145/3774521.3774583openalex-snapshot
MDFN: Efficient Image Super-Resolution through Multi-Domain Feature Fusion
inferred← citeshttps://doi.org/10.1145/3789212openalex-snapshot
Multimodal-Conditioned Latent Diffusion Models for Fashion Image Editing
inferred← citeshttps://doi.org/10.1186/s12864-024-10885-zopenalex-snapshot
HiCDiffusion - diffusion-enhanced, transformer-based prediction of chromatin interactions from DNA sequences
inferred← citeshttps://doi.org/10.1186/s12880-025-01909-5openalex-snapshot
MedIENet: medical image enhancement network based on conditional latent diffusion model
inferred← citeshttps://doi.org/10.1186/s12916-025-04150-7openalex-snapshot
A highly scalable deep learning language model for common risks prediction among psychiatric inpatients
inferred← citeshttps://doi.org/10.1186/s13321-023-00794-wopenalex-snapshot
Applying atomistic neural networks to bias conformer ensembles towards bioactive-like conformations
inferred← citeshttps://doi.org/10.12732/ijam.v36i3.8openalex-snapshot
SEPARATION OF TWO MUSICAL INSTRUMENTS USING MATRIX FACTORISATION TECHNIQUES
inferred← citeshttps://doi.org/10.18653/v1/2022.emnlp-demos.13openalex-snapshot
Evaluate & Evaluation on the Hub: Better Best Practices for Data and Model Measurements
inferred← citeshttps://doi.org/10.18653/v1/2022.emnlp-demos.23openalex-snapshot
SUMMARY WORKBENCH: Unifying Application and Evaluation of Text Summarization Models
inferred← citeshttps://doi.org/10.18653/v1/2022.emnlp-main.810openalex-snapshot
Pre-training Transformer Models with Sentence-Level Objectives for Answer Sentence Selection
inferred← citeshttps://doi.org/10.18653/v1/2022.findings-emnlp.405openalex-snapshot
Effective Pretraining Objectives for Transformer-based Autoencoders
inferred← citeshttps://doi.org/10.18653/v1/2022.naacl-main.181openalex-snapshot
Paragraph-based Transformer Pre-training for Multi-Sentence Inference
inferred← citeshttps://doi.org/10.18653/v1/2023.emnlp-demo.26openalex-snapshot
NewsRecLib: A PyTorch-Lightning Library for Neural News Recommendation
inferred← citeshttps://doi.org/10.21105/joss.06143openalex-snapshot
PerMetrics: A Framework of Performance Metrics for Machine Learning Models
inferred← citeshttps://doi.org/10.21105/joss.06450openalex-snapshot
SeqMetrics: a unified library for performance metrics calculation in Python
inferred← citeshttps://doi.org/10.2139/ssrn.5813582openalex-snapshot
A Shape-faithful Virtual Try-on Method Based on Body Size Dependent Fashion Landmark Transformation
inferred← citeshttps://doi.org/10.2139/ssrn.5813583openalex-snapshot
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inferred← citeshttps://doi.org/10.2139/ssrn.6447298openalex-snapshot
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inferred← citeshttps://doi.org/10.21437/spsc.2023-10openalex-snapshot
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inferred← citeshttps://doi.org/10.26434/chemrxiv-2024-f3b18-v2openalex-snapshot
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inferred← citeshttps://doi.org/10.3102/10769986241268907openalex-snapshot
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inferred← citeshttps://doi.org/10.31390/gradschool_theses.5850openalex-snapshot
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inferred← citeshttps://doi.org/10.3233/shti220391openalex-snapshot
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inferred← citeshttps://doi.org/10.3389/fbinf.2025.1677527openalex-snapshot
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inferred← citeshttps://doi.org/10.3389/fcomp.2025.1658128openalex-snapshot
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inferred← citeshttps://doi.org/10.3389/fpls.2025.1655350openalex-snapshot
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inferred← citeshttps://doi.org/10.3390/a16020116openalex-snapshot
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inferred← citeshttps://doi.org/10.3390/ani15010001openalex-snapshot
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inferred← citeshttps://doi.org/10.3390/computation14010020openalex-snapshot
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inferred← citeshttps://doi.org/10.3390/jimaging12090424openalex-snapshot
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inferred← citeshttps://doi.org/10.3390/rs15092343openalex-snapshot
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inferred← citeshttps://doi.org/10.3390/rs18050714openalex-snapshot
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inferred← citeshttps://doi.org/10.3390/s25082450openalex-snapshot
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inferred← citeshttps://doi.org/10.3390/s25154769openalex-snapshot
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inferred← citeshttps://doi.org/10.3390/su17146480openalex-snapshot
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inferred← citeshttps://doi.org/10.3847/1538-4365/adbaeaopenalex-snapshot
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inferred← citeshttps://doi.org/10.47328/ufvbbt.2024.310openalex-snapshot
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inferred← citeshttps://doi.org/10.48550/arxiv.2212.07501openalex-snapshot
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inferred← citeshttps://doi.org/10.4995/vitruvio-ijats.2024.22421openalex-snapshot
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inferred← citeshttps://doi.org/10.51847/q9wh3rzha1openalex-snapshot
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inferred← citeshttps://doi.org/10.6084/m9.figshare.26657362openalex-snapshot
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inferred← citeshttps://doi.org/10.64898/2026.05.12.724480openalex-snapshot
End-to-end mapping of membrane transport from chemical structure to microorganisms
inferred← citeshttps://doi.org/10.70675/b6c77eedz729az4c9az8e4cze41f6d07b560openalex-snapshot
Unsupervised Compact Word Representations and Image Sequences Learning
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