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Contrastive Learning

3,535 papers

Papers per year

Papers

Learning Fine-grained View-Invariant Representations from Unpaired Ego-Exo Videos via Temporal Alignment NIPS 2023
Social Relation Reasoning Based on Triangular Constraints AAAI 2023
Spectral Augmentations for Graph Contrastive Learning AISTATS 2023
Query-as-context Pre-training for Dense Passage Retrieval EMNLP 2023
How to Train Your Dragon: Diverse Augmentation Towards Generalizable Dense Retrieval EMNLP 2023
SGAligner: 3D Scene Alignment with Scene Graphs ICCV 2023
Cross-View Language Modeling: Towards Unified Cross-Lingual Cross-Modal Pre-training ACL 2023
Contrastive Pre-training for Personalized Expert Finding EMNLP 2023
OssCSE: Overcoming Surface Structure Bias in Contrastive Learning for Unsupervised Sentence Embedding EMNLP 2023
Alignment-Enriched Tuning for Patch-Level Pre-trained Document Image Models AAAI 2023
Pre-training Multi-task Contrastive Learning Models for Scientific Literature Understanding EMNLP 2023
Contrastive Grouping With Transformer for Referring Image Segmentation CVPR 2023
Multi-level Adaptive Contrastive Learning for Knowledge Internalization in Dialogue Generation EMNLP 2023
On the Stepwise Nature of Self-Supervised Learning ICML 2023
PubMedCLIP: How Much Does CLIP Benefit Visual Question Answering in the Medical Domain? EACL 2023
Towards a Holistic Understanding of Mathematical Questions with Contrastive Pre-training AAAI 2023
Re3Dial: Retrieve, Reorganize and Rescale Conversations for Long-Turn Open-Domain Dialogue Pre-training EMNLP 2023
Multi-level Graph Contrastive Prototypical Clustering IJCAI 2023
Graph Ordering Attention Networks AAAI 2023
When and How Does Known Class Help Discover Unknown Ones? Provable Understanding Through Spectral Analysis ICML 2023
Connecting Multi-modal Contrastive Representations NIPS 2023
Joint Video Multi-Frame Interpolation and Deblurring Under Unknown Exposure Time CVPR 2023
Leveraging Hidden Positives for Unsupervised Semantic Segmentation CVPR 2023
Exploiting Contrastive Learning and Numerical Evidence for Confusing Legal Judgment Prediction EMNLP 2023
CL-MVSNet: Unsupervised Multi-View Stereo with Dual-Level Contrastive Learning ICCV 2023