Contrastive Learning

Query-as-context Pre-training for Dense Passage Retrieval EMNLP 2023 Randomized Schur Complement Views for Graph Contrastive Learning ICML 2023 RankCSE: Unsupervised Sentence Representations Learning via Learning to Rank ACL 2023 Ranking-Enhanced Unsupervised Sentence Representation Learning ACL 2023 RC3: Regularized Contrastive Cross-lingual Cross-modal Pre-training ACL 2023 Reconstructing the Mind's Eye: fMRI-to-Image with Contrastive Learning and Diffusion Priors NeurIPS 2023 Region-Aware Pretraining for Open-Vocabulary Object Detection With Vision Transformers CVPR 2023 Relation-based Counterfactual Data Augmentation and Contrastive Learning for Robustifying Natural Language Inference Models Interspeech 2023 Revisiting Multimodal Representation in Contrastive Learning: From Patch and Token Embeddings to Finite Discrete Tokens CVPR 2023 RISE: Leveraging Retrieval Techniques for Summarization Evaluation ACL 2023 RLEG: Vision-Language Representation Learning with Diffusion-based Embedding Generation ICML 2023 RobustEmbed: Robust Sentence Embeddings Using Self-Supervised Contrastive Pre-Training EMNLP 2023 RSVP: Customer Intent Detection via Agent Response Contrastive and Generative Pre-Training EMNLP 2023 Sample and Predict Your Latent: Modality-free Sequential Disentanglement via Contrastive Estimation ICML 2023 SamToNe: Improving Contrastive Loss for Dual Encoder Retrieval Models with Same Tower Negatives ACL 2023 Scaling Language-Image Pre-Training via Masking CVPR 2023 Scaling Law for Recommendation Models: Towards General-Purpose User Representations AAAI 2023 SCOTCH and SODA: A Transformer Video Shadow Detection Framework CVPR 2023 Seeing What You Said: Talking Face Generation Guided by a Lip Reading Expert CVPR 2023 See Your Emotion from Gait Using Unlabeled Skeleton Data AAAI 2023 SEGA: Structural Entropy Guided Anchor View for Graph Contrastive Learning ICML 2023 Self-Contrastive Learning: Single-Viewed Supervised Contrastive Framework Using Sub-network AAAI 2023 Self-Supervised Action Representation Learning from Partial Spatio-Temporal Skeleton Sequences AAAI 2023 Self-Supervised Audio-Visual Representation Learning with Relaxed Cross-Modal Synchronicity AAAI 2023 Self-Supervised Image-to-Point Distillation via Semantically Tolerant Contrastive Loss CVPR 2023