MTS-LOF: Medical Time-Series Representation Learning via Occlusion-Invariant Features Oct 19, 2023 Contrastive Learning Representation Learning
Code Code Available 5 Multichannel AV-wav2vec2: A Framework for Learning Multichannel Multi-Modal Speech Representation Jan 7, 2024 Audio-Visual Speech Recognition Automatic Speech Recognition
Code Code Available 5 Employing self-supervised learning models for cross-linguistic child speech maturity classification Jun 10, 2025 Self-Supervised Learning valid
Code Code Available 5 Motor Imagery Classification for Asynchronous EEG-Based Brain-Computer Interfaces Dec 12, 2024 Classification EEG
Code Code Available 5 Mpox-AISM: AI-Mediated Super Monitoring for Mpox and Like-Mpox Mar 17, 2023 Data Augmentation Decision Making
Code Code Available 5 Cross-Skeleton Interaction Graph Aggregation Network for Representation Learning of Mouse Social Behaviour Aug 7, 2022 Representation Learning Self-Supervised Learning
Code Code Available 5 MortonNet: Self-Supervised Learning of Local Features in 3D Point Clouds Mar 30, 2019 Segmentation Self-Supervised Learning
Code Code Available 5 Adversarial Momentum-Contrastive Pre-Training Dec 24, 2020 Contrastive Learning Data Augmentation
Code Code Available 5 EMIT- Event-Based Masked Auto Encoding for Irregular Time Series Sep 25, 2024 Decision Making Irregular Time Series
Code Code Available 5 Shifting to Machine Supervision: Annotation-Efficient Semi and Self-Supervised Learning for Automatic Medical Image Segmentation and Classification Nov 17, 2023 Image Segmentation Medical Image Segmentation
Code Code Available 5 EmInspector: Combating Backdoor Attacks in Federated Self-Supervised Learning Through Embedding Inspection May 21, 2024 Backdoor Attack Self-Supervised Learning
Code Code Available 5 MOFO: MOtion FOcused Self-Supervision for Video Understanding Aug 23, 2023 Action Classification Action Recognition
Code Code Available 5 MooseNet: A Trainable Metric for Synthesized Speech with a PLDA Module Jan 17, 2023 Self-Supervised Learning
Code Code Available 5 MSVQ: Self-Supervised Learning with Multiple Sample Views and Queues May 9, 2023 Contrastive Learning Representation Learning
Code Code Available 5 Multi-modal Masked Siamese Network Improves Chest X-Ray Representation Learning Jul 5, 2024 Linear evaluation Representation Learning
Code Code Available 5 Unsupervised Hyperspectral and Multispectral Image Fusion via Self-Supervised Modality Decoupling Dec 6, 2024 All Self-Supervised Learning
Code Code Available 5 Modal-specific Pseudo Query Generation for Video Corpus Moment Retrieval Oct 23, 2022 Moment Retrieval Multimodal Reasoning
Code Code Available 5 Capsule Network Projectors are Equivariant and Invariant Learners May 23, 2024 Self-Supervised Learning
Code Code Available 5 Model-Aware Contrastive Learning: Towards Escaping the Dilemmas Jul 16, 2022 Contrastive Learning Graph Representation Learning
Code Code Available 5 MNN: Mixed Nearest-Neighbors for Self-Supervised Learning Nov 1, 2023 Self-Supervised Learning
Code Code Available 5 MLSL: Multi-Level Self-Supervised Learning for Domain Adaptation with Spatially Independent and Semantically Consistent Labeling Sep 30, 2019 Domain Adaptation Self-Supervised Learning
Code Code Available 5 Can We Break Free from Strong Data Augmentations in Self-Supervised Learning? Apr 15, 2024 Data Augmentation Self-Supervised Learning
Code Code Available 5 MoDA: Leveraging Motion Priors from Videos for Advancing Unsupervised Domain Adaptation in Semantic Segmentation Sep 21, 2023 Domain Adaptation Image Segmentation
Code Code Available 5 Mixture of Self-Supervised Learning Jul 27, 2023 Classification image-classification
Code Code Available 5 Mixtures of Experts Unlock Parameter Scaling for Deep RL Feb 13, 2024 reinforcement-learning Reinforcement Learning
Code Code Available 5 Can Self-Supervised Representation Learning Methods Withstand Distribution Shifts and Corruptions? Jul 31, 2023 Contrastive Learning Knowledge Distillation
Code Code Available 5 Efficient Unsupervised Visual Representation Learning with Explicit Cluster Balancing Jul 15, 2024 Representation Learning Self-Supervised Learning
Code Code Available 5 Can Self-Supervised Neural Representations Pre-Trained on Human Speech distinguish Animal Callers? May 23, 2023 Caller Detection Self-Supervised Learning
Code Code Available 5 MixMask: Revisiting Masking Strategy for Siamese ConvNets Oct 20, 2022 object-detection Object Detection
Code Code Available 5 Modeling Emotions and Ethics with Large Language Models Apr 15, 2024 Decision Making Ethics
Code Code Available 5 Mitigating Spurious Correlations for Self-supervised Recommendation Dec 8, 2022 Feature Engineering Recommendation Systems
Code Code Available 5 Efficient Self-Supervision using Patch-based Contrastive Learning for Histopathology Image Segmentation Aug 23, 2022 Contrastive Learning Image Segmentation
Code Code Available 5 Mitigating Object Dependencies: Improving Point Cloud Self-Supervised Learning through Object Exchange Apr 11, 2024 Object Scene Understanding
Code Code Available 5 Are Data-driven Explanations Robust against Out-of-distribution Data? Mar 29, 2023 Self-Supervised Learning
Code Code Available 5 Efficient Self-Supervised Barlow Twins from Limited Tissue Slide Cohorts for Colonic Pathology Diagnostics Nov 8, 2024 Self-Supervised Learning Specificity
Code Code Available 5 Mispronunciation detection using self-supervised speech representations Jul 30, 2023 Self-Supervised Learning speech-recognition
Code Code Available 5 MiniSUPERB: Lightweight Benchmark for Self-supervised Speech Models May 30, 2023 Self-Supervised Learning
Code Code Available 5 Can Generative Models Improve Self-Supervised Representation Learning? Mar 9, 2024 Diversity Representation Learning
Code Code Available 5 Efficient Hierarchical Contrastive Self-supervising Learning for Time Series Classification via Importance-aware Resolution Selection Feb 14, 2025 Contrastive Learning Self-Supervised Learning
Code Code Available 5 AC-Norm: Effective Tuning for Medical Image Analysis via Affine Collaborative Normalization Jul 28, 2023 Cardiac Segmentation Lung Nodule Segmentation
Code Code Available 5 MixDiff: Mixing Natural and Synthetic Images for Robust Self-Supervised Representations Jun 18, 2024 Image Classification Self-Supervised Learning
Code Code Available 5 Modeling Multiple Views via Implicitly Preserving Global Consistency and Local Complementarity Sep 16, 2022 Representation Learning Self-Supervised Learning
Code Code Available 5 Multi-Modal Perception Attention Network with Self-Supervised Learning for Audio-Visual Speaker Tracking Dec 14, 2021 Self-Supervised Learning
Code Code Available 5 Metadata-guided Consistency Learning for High Content Images Dec 22, 2022 Self-Supervised Learning Vocal Bursts Intensity Prediction
Code Code Available 5 MetaGAD: Meta Representation Adaptation for Few-Shot Graph Anomaly Detection May 18, 2023 Anomaly Detection Few-Shot Learning
Code Code Available 5 Meta-Learning and Self-Supervised Pretraining for Real World Image Translation Dec 22, 2021 Image Generation Image-to-Image Translation
Code Code Available 5 Unconstrained Stochastic CCA: Unifying Multiview and Self-Supervised Learning Oct 2, 2023 Multiview Learning MULTI-VIEW LEARNING
Code Code Available 5 MERTech: Instrument Playing Technique Detection Using Self-Supervised Pretrained Model With Multi-Task Finetuning Oct 15, 2023 Instrument Playing Technique Detection Onset Detection
Code Code Available 5 MetaCoCo: A New Few-Shot Classification Benchmark with Spurious Correlation Apr 30, 2024 Cross-Domain Few-Shot Language Modelling
Code Code Available 5 Memory Storyboard: Leveraging Temporal Segmentation for Streaming Self-Supervised Learning from Egocentric Videos Jan 21, 2025 Continual Learning Contrastive Learning
Code Code Available 5 