An Unsupervised Approach for Periodic Source Detection in Time Series Jun 1, 2024 Self-Supervised Learning Time Series
Code Code Available Contrastive Learning with Synthetic Positives Aug 30, 2024 Contrastive Learning Linear evaluation
Code Code Available Contrastive Learning Is Spectral Clustering On Similarity Graph Mar 27, 2023 Clustering Contrastive Learning
Code Code Available Contrastive Graph Learning for Population-based fMRI Classification Mar 26, 2022 Classification Functional Connectivity
Code Code Available Contrastive learning of global and local features for medical image segmentation with limited annotations Jun 18, 2020 Contrastive Learning Data Augmentation
Code Code Available Continually Learning Self-Supervised Representations with Projected Functional Regularization Dec 30, 2021 Continual Learning Incremental Learning
Code Code Available Context Matters: Graph-based Self-supervised Representation Learning for Medical Images Dec 11, 2020 Anatomy Representation Learning
Code Code Available Continual Self-supervised Learning: Towards Universal Multi-modal Medical Data Representation Learning Nov 29, 2023 Continual Learning Continual Self-Supervised Learning
Code Code Available Contrastive Learning of Musical Representations Mar 17, 2021 Contrastive Learning Linear evaluation
Code Code Available Contrastive Multi-View Representation Learning on Graphs Jun 10, 2020 General Classification Graph Classification
Code Code Available Container: Context Aggregation Network Jun 2, 2021 Image Classification Inductive Bias
Code Code Available Consistency-based Self-supervised Learning for Temporal Anomaly Localization Aug 10, 2022 Anomaly Detection In Surveillance Videos Anomaly Localization
Code Code Available Container: Context Aggregation Networks Dec 1, 2021 Inductive Bias Instance Segmentation
Code Code Available Conditional Deformable Image Registration with Convolutional Neural Network Jun 23, 2021 Image Registration Self-Supervised Learning
Code Code Available Co-mining: Self-Supervised Learning for Sparsely Annotated Object Detection Dec 3, 2020 MULTI-VIEW LEARNING Object
Code Code Available Comprehensive Layer-wise Analysis of SSL Models for Audio Deepfake Detection Feb 5, 2025 Audio Deepfake Detection DeepFake Detection
Code Code Available Confidence-based Visual Dispersal for Few-shot Unsupervised Domain Adaptation Sep 27, 2023 Domain Adaptation Self-Supervised Learning
Code Code Available Combating Representation Learning Disparity with Geometric Harmonization Oct 26, 2023 Representation Learning Self-Supervised Learning
Code Code Available Co-learning: Learning from Noisy Labels with Self-supervision Aug 5, 2021 Learning with noisy labels Self-Supervised Learning
Code Code Available Combining Self-Training and Self-Supervised Learning for Unsupervised Disfluency Detection Oct 29, 2020 Self-Supervised Learning Word Embeddings
Code Code Available Co2L: Contrastive Continual Learning Jan 1, 2021 Continual Learning Contrastive Learning
Code Code Available ActiveStereoNet: End-to-End Self-Supervised Learning for Active Stereo Systems Jul 16, 2018 Self-Supervised Learning Stereo Disparity Estimation
Code Code Available CODE: Contrastive Pre-training with Adversarial Fine-tuning for Zero-shot Expert Linking Dec 14, 2020 Active Learning Contrastive Learning
Code Code Available AMMUS : A Survey of Transformer-based Pretrained Models in Natural Language Processing Aug 12, 2021 Self-Supervised Learning Survey
Code Code Available scSSL-Bench: Benchmarking Self-Supervised Learning for Single-Cell Data Jun 10, 2025 Benchmarking Data Augmentation
Code Code Available Co^2L: Contrastive Continual Learning Jun 28, 2021 Continual Learning Contrastive Learning
Code Code Available COCO-LM: Correcting and Contrasting Text Sequences for Language Model Pretraining Feb 16, 2021 Contrastive Learning GPU
Code Code Available CoCoNets: Continuous Contrastive 3D Scene Representations Apr 8, 2021 3D Object Detection Contrastive Learning
Code Code Available CoMatch: Semi-supervised Learning with Contrastive Graph Regularization Nov 23, 2020 Contrastive Learning Representation Learning
Code Code Available Combating Bilateral Edge Noise for Robust Link Prediction Nov 2, 2023 Denoising Link Prediction
Code Code Available COCOA: Cross Modality Contrastive Learning for Sensor Data Jul 31, 2022 Contrastive Learning Self-Supervised Learning
Code Code Available Comparing Self-Supervised Learning Techniques for Wearable Human Activity Recognition Apr 8, 2024 Activity Recognition Human Activity Recognition
Code Code Available Concept Generalization in Visual Representation Learning Dec 10, 2020 Representation Learning Self-Supervised Learning
Code Code Available ConCL: Concept Contrastive Learning for Dense Prediction Pre-training in Pathology Images Jul 14, 2022 Contrastive Learning Saliency Detection
Code Code Available A benchmark for computational analysis of animal behavior, using animal-borne tags May 18, 2023 Self-Supervised Learning
Code Code Available CONSAC: Robust Multi-Model Fitting by Conditional Sample Consensus Jan 8, 2020 Homography Estimation Self-Supervised Learning
Code Code Available A Note on Connecting Barlow Twins with Negative-Sample-Free Contrastive Learning Apr 28, 2021 Contrastive Learning Self-Supervised Learning
Code Code Available Consistent Explanations by Contrastive Learning Oct 1, 2021 Contrastive Learning Explainable artificial intelligence
Code Code Available 2nd Place Solution to Facebook AI Image Similarity Challenge Matching Track Nov 15, 2021 Self-Supervised Learning
Code Code Available An Unsupervised Sentence Embedding Method by Mutual Information Maximization Sep 25, 2020 Clustering Self-Supervised Learning
Code Code Available Contextually Affinitive Neighborhood Refinery for Deep Clustering Dec 12, 2023 Clustering Deep Clustering
Code Code Available Continual Learning, Fast and Slow Sep 6, 2022 Continual Learning Hippocampus
Code Code Available Adapting Self-Supervised Vision Transformers by Probing Attention-Conditioned Masking Consistency Jun 16, 2022 Domain Adaptation Object Recognition
Code Code Available COMEDIAN: Self-Supervised Learning and Knowledge Distillation for Action Spotting using Transformers Sep 3, 2023 Action Detection Action Spotting
Code Code Available Contrastive Hierarchical Clustering Mar 3, 2023 Clustering Deep Clustering
Code Code Available Contrastive Learning Inverts the Data Generating Process Feb 17, 2021 Contrastive Learning Disentanglement
Code Code Available Context-Aware Sequence Alignment using 4D Skeletal Augmentation Apr 26, 2022 Hand Pose Estimation Mixed Reality
Code Code Available Anatomical Invariance Modeling and Semantic Alignment for Self-supervised Learning in 3D Medical Image Analysis Feb 11, 2023 Contrastive Learning Image Segmentation
Code Code Available Anatomy-aware Self-supervised Learning for Anomaly Detection in Chest Radiographs May 9, 2022 Anatomy Anomaly Detection
Code Code Available Contrastive Neural Processes for Self-Supervised Learning Oct 24, 2021 Contrastive Learning Data Augmentation
Code Code Available 