3D Human Action Representation Learning via Cross-View Consistency Pursuit Apr 29, 2021 Action Recognition Contrastive Learning
Code Code Available Improving BERT Model Using Contrastive Learning for Biomedical Relation Extraction Apr 28, 2021 Contrastive Learning Data Augmentation
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 Semi-Supervised Semantic Segmentation with Pixel-Level Contrastive Learning from a Class-wise Memory Bank Apr 27, 2021 Contrastive Learning Domain Adaptation
Code Code Available Self-supervised Spatial Reasoning on Multi-View Line Drawings Apr 27, 2021 Binary Classification Contrastive Learning
Code Code Available Multimodal Clustering Networks for Self-supervised Learning from Unlabeled Videos Apr 26, 2021 Action Localization Clustering
Code Code Available Mutual Contrastive Learning for Visual Representation Learning Apr 26, 2021 Contrastive Learning Few-Shot Learning
Code Code Available Pri3D: Can 3D Priors Help 2D Representation Learning? Apr 22, 2021 Contrastive Learning Instance Segmentation
Code Code Available Distilling Audio-Visual Knowledge by Compositional Contrastive Learning Apr 22, 2021 Audio Tagging audio-visual learning
Code Code Available SelfReg: Self-supervised Contrastive Regularization for Domain Generalization Apr 20, 2021 Contrastive Learning Domain Generalization
Code Code Available DisCo: Remedy Self-supervised Learning on Lightweight Models with Distilled Contrastive Learning Apr 19, 2021 Contrastive Learning Representation Learning
Code Code Available Contrastive Learning Improves Model Robustness Under Label Noise Apr 19, 2021 Contrastive Learning image-classification
Code Code Available Contrastive Learning for Compact Single Image Dehazing Apr 19, 2021 Contrastive Learning Image Dehazing
Code Code Available Contrastive Out-of-Distribution Detection for Pretrained Transformers Apr 18, 2021 Contrastive Learning Out-of-Distribution Detection
Code Code Available Solving Inefficiency of Self-supervised Representation Learning Apr 18, 2021 Clustering Contrastive Learning
Code Code Available Fast, Effective, and Self-Supervised: Transforming Masked Language Models into Universal Lexical and Sentence Encoders Apr 16, 2021 Contrastive Learning Cross-Lingual Semantic Textual Similarity
Code Code Available Dual Contrastive Learning for Unsupervised Image-to-Image Translation Apr 15, 2021 Contrastive Learning Image-to-Image Translation
Code Code Available Contrastive Learning with Stronger Augmentations Apr 15, 2021 Contrastive Learning Representation Learning
Code Code Available Contrastive Learning for Sports Video: Unsupervised Player Classification Apr 15, 2021 Classification Contrastive Learning
Code Code Available Towards Fine-grained Visual Representations by Combining Contrastive Learning with Image Reconstruction and Attention-weighted Pooling Apr 9, 2021 Contrastive Learning Decoder
Code Code Available Bootstrapping Semantic Segmentation with Regional Contrast Apr 9, 2021 Contrastive Learning Segmentation
Code Code Available Patient Contrastive Learning: a Performant, Expressive, and Practical Approach to ECG Modeling Apr 9, 2021 Contrastive Learning Electrocardiography (ECG)
Code Code Available Context-self contrastive pretraining for crop type semantic segmentation Apr 9, 2021 Contrastive Learning Segmentation
Code Code Available CoCoNets: Continuous Contrastive 3D Scene Representations Apr 8, 2021 3D Object Detection Contrastive Learning
Code Code Available Contrastive Learning of Global-Local Video Representations Apr 7, 2021 Classification Contrastive Learning
Code Code Available Localizing Visual Sounds the Hard Way Apr 6, 2021 Contrastive Learning
Code Code Available Graph Contrastive Clustering Apr 3, 2021 Clustering Contrastive Learning
Code Code Available LatentCLR: A Contrastive Learning Approach for Unsupervised Discovery of Interpretable Directions Apr 2, 2021 Contrastive Learning Image Generation
Code Code Available Enriched Music Representations with Multiple Cross-modal Contrastive Learning Apr 1, 2021 Contrastive Learning Genre classification
Code Code Available Jigsaw Clustering for Unsupervised Visual Representation Learning Apr 1, 2021 Clustering Contrastive Learning
Code Code Available Prototypical Cross-domain Self-supervised Learning for Few-shot Unsupervised Domain Adaptation Mar 31, 2021 Contrastive Learning Domain Adaptation
Code Code Available Rethinking Self-supervised Correspondence Learning: A Video Frame-level Similarity Perspective Mar 31, 2021 Contrastive Learning Object
Code Code Available CoLA: Weakly-Supervised Temporal Action Localization with Snippet Contrastive Learning Mar 30, 2021 Action Localization CoLA
Code Code Available Model-Contrastive Federated Learning Mar 30, 2021 Contrastive Learning Federated Learning
Code Code Available Denoise and Contrast for Category Agnostic Shape Completion Mar 30, 2021 Contrastive Learning Denoising
Code Code Available Progressive Domain Expansion Network for Single Domain Generalization Mar 30, 2021 Contrastive Learning Domain Generalization
Code Code Available ICE: Inter-instance Contrastive Encoding for Unsupervised Person Re-identification Mar 30, 2021 Contrastive Learning Person Re-Identification
Code Code Available Self-supervised Graph Neural Networks without explicit negative sampling Mar 27, 2021 Contrastive Learning Data Augmentation
Code Code Available Rethinking Self-Supervised Learning: Small is Beautiful Mar 25, 2021 Contrastive Learning Self-Supervised Learning
Code Code Available A Broad Study on the Transferability of Visual Representations with Contrastive Learning Mar 24, 2021 Contrastive Learning Linear evaluation
Code Code Available Supporting Clustering with Contrastive Learning Mar 24, 2021 Clustering Contrastive Learning
Code Code Available VLGrammar: Grounded Grammar Induction of Vision and Language Mar 24, 2021 Clustering Contrastive Learning
Code Code Available COMPLETER: Incomplete Multi-view Clustering via Contrastive Prediction Mar 22, 2021 Clustering Contrastive Learning
Code Code Available Self-Supervised Classification Network Mar 19, 2021 Classification Clustering
Code Code Available Training GANs with Stronger Augmentations via Contrastive Discriminator Mar 17, 2021 Contrastive Learning Data Augmentation
Code Code Available Single Underwater Image Restoration by Contrastive Learning Mar 17, 2021 Contrastive Learning Image Restoration
Code Code Available SPICE: Semantic Pseudo-labeling for Image Clustering Mar 17, 2021 Clustering Contrastive Learning
Code Code Available Contrastive Learning of Musical Representations Mar 17, 2021 Contrastive Learning Linear evaluation
Code Code Available Sample-efficient Reinforcement Learning Representation Learning with Curiosity Contrastive Forward Dynamics Model Mar 15, 2021 Contrastive Learning Data Augmentation
Code Code Available Margin Preserving Self-paced Contrastive Learning Towards Domain Adaptation for Medical Image Segmentation Mar 15, 2021 Cardiac Segmentation Contrastive Learning
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