Contrastive Learning

Semi-supervised Learning with Contrastive and Topology Losses for Catheter Segmentation and Misplacement Prediction MIDL 2023 Semi-supervised New Event Type Induction and Description via Contrastive Loss-Enforced Batch Attention EACL 2023 SemPPL: Predicting Pseudo-Labels for Better Contrastive Representations ICLR 2023 SemSup-XC: Semantic Supervision for Zero and Few-shot Extreme Classification ICML 2023 Sentiment-guided Transformer with Severity-aware Contrastive Learning for Depression Detection on Social Media ACL 2023 Serial Contrastive Knowledge Distillation for Continual Few-shot Relation Extraction ACL 2023 SGAligner: 3D Scene Alignment with Scene Graphs ICCV 2023 SimCKP: Simple Contrastive Learning of Keyphrase Representations EMNLP 2023 SimCSE++: Improving Contrastive Learning for Sentence Embeddings from Two Perspectives EMNLP 2023 Similarity Contrastive Estimation for Self-Supervised Soft Contrastive Learning WACV 2023 Similarizing the Influence of Words with Contrastive Learning to Defend Word-level Adversarial Text Attack ACL 2023 SimMMDG: A Simple and Effective Framework for Multi-modal Domain Generalization NeurIPS 2023 SimPer: Simple Self-Supervised Learning of Periodic Targets ICLR 2023 Simple and Asymmetric Graph Contrastive Learning without Augmentations NeurIPS 2023 SliceMatch: Geometry-Guided Aggregation for Cross-View Pose Estimation CVPR 2023 Slimmed Asymmetrical Contrastive Learning and Cross Distillation for Lightweight Model Training NeurIPS 2023 Small Object Detection via Coarse-to-fine Proposal Generation and Imitation Learning ICCV 2023 SmartBERT: A Promotion of Dynamic Early Exiting Mechanism for Accelerating BERT Inference IJCAI 2023 Snow Removal in Video: A New Dataset and A Novel Method ICCV 2023 Social Relation Reasoning Based on Triangular Constraints AAAI 2023 Soft Neighbors are Positive Supporters in Contrastive Visual Representation Learning ICLR 2023 SOM-CPC: Unsupervised Contrastive Learning with Self-Organizing Maps for Structured Representations of High-Rate Time Series ICML 2023 Space Engage: Collaborative Space Supervision for Contrastive-Based Semi-Supervised Semantic Segmentation ICCV 2023 Spatially Resolved Gene Expression Prediction from Histology Images via Bi-modal Contrastive Learning NeurIPS 2023 Spatial-Temporal Graph Learning with Adversarial Contrastive Adaptation ICML 2023