Privacy-Preserving Models for Legal Natural Language Processing Nov 5, 2022 Domain Adaptation Privacy Preserving
Code Code Available 5 A Hierarchical Regression Chain Framework for Affective Vocal Burst Recognition Mar 14, 2023 A-VB Culture A-VB High
Code Code Available 5 Pretraining Neural Architecture Search Controllers with Locality-based Self-Supervised Learning Mar 15, 2021 Metric Learning Neural Architecture Search
Code Code Available 5 For self-supervised learning, Rationality implies generalization, provably Oct 16, 2020 Representation Learning Self-Supervised Learning
Code Code Available 5 Consistency is the key to further mitigating catastrophic forgetting in continual learning Jul 11, 2022 Continual Learning Self-Supervised Learning
Code Code Available 5 ActBERT: Learning Global-Local Video-Text Representations Nov 14, 2020 Action Segmentation Question Answering
Code Code Available 5 Forensic Histopathological Recognition via a Context-Aware MIL Network Powered by Self-Supervised Contrastive Learning Aug 27, 2023 Contrastive Learning Domain Generalization
Code Code Available 5 Pretraining ECG Data with Adversarial Masking Improves Model Generalizability for Data-Scarce Tasks Nov 15, 2022 Gender Classification Self-Supervised Learning
Code Code Available 5 Preserving Modality Structure Improves Multi-Modal Learning Aug 24, 2023 Retrieval Self-Supervised Learning
Code Code Available 5 Focus on the Positives: Self-Supervised Learning for Biodiversity Monitoring Aug 14, 2021 Self-Supervised Learning Transfer Learning
Code Code Available 5 Predicting within and across language phoneme recognition performance of self-supervised learning speech pre-trained models Jun 24, 2022 Phoneme Recognition Self-Supervised Learning
Code Code Available 5 Pretext Tasks selection for multitask self-supervised speech representation learning Jul 1, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available 5 FLGuard: Byzantine-Robust Federated Learning via Ensemble of Contrastive Models Mar 5, 2024 Contrastive Learning Federated Learning
Code Code Available 5 Frequency-Guided Masking for Enhanced Vision Self-Supervised Learning Sep 16, 2024 Few-Shot Learning image-classification
Code Code Available 5 ConMAE: Contour Guided MAE for Unsupervised Vehicle Re-Identification Feb 11, 2023 Self-Supervised Learning Unsupervised Vehicle Re-Identification
Code Code Available 5 PRETI: Patient-Aware Retinal Foundation Model via Metadata-Guided Representation Learning May 18, 2025 Diagnostic Representation Learning
Code Code Available 5 Fitting a Directional Microstructure Model to Diffusion-Relaxation MRI Data with Self-Supervised Machine Learning Oct 5, 2022 Diffusion MRI parameter estimation
Code Code Available 5 Precision at Scale: Domain-Specific Datasets On-Demand Jul 3, 2024 Self-Supervised Learning
Code Code Available 5 Conformal Credal Self-Supervised Learning May 30, 2022 Conformal Prediction Self-Supervised Learning
Code Code Available 5 POWN: Prototypical Open-World Node Classification Jun 14, 2024 Classification Data Augmentation
Code Code Available 5 Fine-tuning Strategies for Faster Inference using Speech Self-Supervised Models: A Comparative Study Mar 12, 2023 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available 5 Confidence-aware Adversarial Learning for Self-supervised Semantic Matching Aug 25, 2020 Self-Supervised Learning Semantic correspondence
Code Code Available 5 Predicting Stroke through Retinal Graphs and Multimodal Self-supervised Learning Nov 8, 2024 Contrastive Learning Self-Supervised Learning
Code Code Available 5 Conditional independence for pretext task selection in Self-supervised speech representation learning Apr 15, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available 5 Fine-grained Hand Gesture Recognition in Multi-viewpoint Hand Hygiene Sep 7, 2021 Benchmarking Fine-Grained Image Recognition
Code Code Available 5 PRSNet: A Masked Self-Supervised Learning Pedestrian Re-Identification Method Mar 11, 2023 Self-Supervised Learning Triplet
Code Code Available 5 Pose-Guided Self-Training with Two-Stage Clustering for Unsupervised Landmark Discovery Mar 24, 2024 Clustering Self-Supervised Learning
Code Code Available 5 Point-LGMask: Local and Global Contexts Embedding for Point Cloud Pre-training with Multi-Ratio Masking Jun 8, 2023 3D Object Detection 3D Point Cloud Classification
Code Code Available 5 Positive and negative sampling strategies for self-supervised learning on audio-video data Feb 5, 2024 Self-Supervised Learning
Code Code Available 5 Context-Aware Predictive Coding: A Representation Learning Framework for WiFi Sensing Sep 16, 2024 Activity Recognition Human Activity Recognition
Code Code Available 5 Plasticity-Optimized Complementary Networks for Unsupervised Continual Learning Sep 12, 2023 Continual Learning Exemplar-Free
Code Code Available 5 Few-Max: Few-Shot Domain Adaptation for Unsupervised Contrastive Representation Learning Jun 21, 2022 Contrastive Learning Domain Adaptation
Code Code Available 5 PixMIM: Rethinking Pixel Reconstruction in Masked Image Modeling Mar 4, 2023 Self-Supervised Learning
Code Code Available 5 PixT3: Pixel-based Table-To-Text Generation Nov 16, 2023 Data-to-Text Generation Self-Supervised Learning
Code Code Available 5 FedRSU: Federated Learning for Scene Flow Estimation on Roadside Units Jan 23, 2024 Autonomous Vehicles Federated Learning
Code Code Available 5 Perturbed Self-Distillation: Weakly Supervised Large-Scale Point Cloud Semantic Segmentation Jan 1, 2021 Self-Supervised Learning Semantic Segmentation
Code Code Available 5 Fed-QSSL: A Framework for Personalized Federated Learning under Bitwidth and Data Heterogeneity Dec 20, 2023 Federated Learning Personalized Federated Learning
Code Code Available 5 FusDom: Combining In-Domain and Out-of-Domain Knowledge for Continuous Self-Supervised Learning Dec 20, 2023 Domain Adaptation Self-Supervised Learning
Code Code Available 5 Is Smaller Always Faster? Tradeoffs in Compressing Self-Supervised Speech Transformers Nov 17, 2022 Knowledge Distillation Model Compression
Code Code Available 5 PECoP: Parameter Efficient Continual Pretraining for Action Quality Assessment Nov 11, 2023 Action Quality Assessment Continual Pretraining
Code Code Available 5 PEFT for Speech: Unveiling Optimal Placement, Merging Strategies, and Ensemble Techniques Jan 4, 2024 Ensemble Learning parameter-efficient fine-tuning
Code Code Available 5 PFML: Self-Supervised Learning of Time-Series Data Without Representation Collapse Nov 15, 2024 Contrastive Learning EEG
Code Code Available 5 PatchRot: A Self-Supervised Technique for Training Vision Transformers Oct 27, 2022 Self-Supervised Learning
Code Code Available 5 Compound Figure Separation of Biomedical Images: Mining Large Datasets for Self-supervised Learning Aug 30, 2022 Contrastive Learning Image Augmentation
Code Code Available 5 Compound Figure Separation of Biomedical Images with Side Loss Jul 19, 2021 Contrastive Learning Image Augmentation
Code Code Available 5 PARTICLE: Part Discovery and Contrastive Learning for Fine-grained Recognition Sep 25, 2023 Contrastive Learning image-classification
Code Code Available 5 Optimizing the Noise in Self-Supervised Learning: from Importance Sampling to Noise-Contrastive Estimation Jan 23, 2023 Self-Supervised Learning
Code Code Available 5 NeuroMixGDP: A Neural Collapse-Inspired Random Mixup for Private Data Release Feb 14, 2022 Data Augmentation Privacy Preserving
Code Code Available 5 Optimizing Likelihood-free Inference using Self-supervised Neural Symmetry Embeddings Dec 11, 2023 parameter estimation Self-Supervised Learning
Code Code Available 5 Optimizing Speech Multi-View Feature Fusion through Conditional Computation Jan 14, 2025 Self-Supervised Learning
Code Code Available 5 