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Contrastive Learning

3535 directly classified papers

Papers per year

Papers

A Sentence is Worth 128 Pseudo Tokens: A Semantic-Aware Contrastive Learning Framework for Sentence Embeddings ACL 2022
UniXcoder: Unified Cross-Modal Pre-training for Code Representation ACL 2022
UCTopic: Unsupervised Contrastive Learning for Phrase Representations and Topic Mining ACL 2022
Graph Enhanced Contrastive Learning for Radiology Findings Summarization ACL 2022
PALI at SemEval-2022 Task 7: Identifying Plausible Clarifications of Implicit and Underspecified Phrases in Instructional Texts NAACL 2022
Improving Word Translation via Two-Stage Contrastive Learning ACL 2022
Multilingual Molecular Representation Learning via Contrastive Pre-training ACL 2022
Contrastive Visual Semantic Pretraining Magnifies the Semantics of Natural Language Representations ACL 2022
Unsupervised Corpus Aware Language Model Pre-training for Dense Passage Retrieval ACL 2022
Counterfactual Cycle-Consistent Learning for Instruction Following and Generation in Vision-Language Navigation CVPR 2022
Contrastive Video-Language Learning with Fine-grained Frame Sampling AACL 2022
Fine-grained Contrastive Learning for Definition Generation AACL 2022
AugCSE: Contrastive Sentence Embedding with Diverse Augmentations AACL 2022
Prototypical speaker-interference loss for target voice separation using non-parallel audio samples INTERSPEECH 2022
Label-Efficient Self-Supervised Speaker Verification With Information Maximization and Contrastive Learning INTERSPEECH 2022
Regional Semantic Contrast and Aggregation for Weakly Supervised Semantic Segmentation CVPR 2022
Remember the Difference: Cross-Domain Few-Shot Semantic Segmentation via Meta-Memory Transfer CVPR 2022
Dataset Distillation via Factorization NIPS 2022
Contrastive Neural Ratio Estimation NIPS 2022
Delving into Sequential Patches for Deepfake Detection NIPS 2022
Contrastive Graph Structure Learning via Information Bottleneck for Recommendation NIPS 2022
Contrastive Adapters for Foundation Model Group Robustness NIPS 2022
Tight Mutual Information Estimation With Contrastive Fenchel-Legendre Optimization NIPS 2022
Augmentations in Hypergraph Contrastive Learning: Fabricated and Generative NIPS 2022
S3GC: Scalable Self-Supervised Graph Clustering NIPS 2022