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Contrastive Learning

3,535 papers

Papers per year

Papers

DistillCSE: Distilled Contrastive Learning for Sentence Embeddings EMNLP 2023
ConFEDE: Contrastive Feature Decomposition for Multimodal Sentiment Analysis ACL 2023
Energy-based learning algorithms for analog computing: a comparative study NIPS 2023
Latent Processes Identification From Multi-View Time Series IJCAI 2023
RankMatch: Fostering Confidence and Consistency in Learning with Noisy Labels ICCV 2023
I’m Me, We’re Us, and I’m Us: Tri-directional Contrastive Learning on Hypergraphs AAAI 2023
Joint Self-Supervised Image-Volume Representation Learning with Intra-inter Contrastive Clustering AAAI 2023
Instance Relation Graph Guided Source-Free Domain Adaptive Object Detection CVPR 2023
Weakly Supervised Video Representation Learning With Unaligned Text for Sequential Videos CVPR 2023
A Data-Efficient Visual-Audio Representation with Intuitive Fine-tuning for Voice-Controlled Robots CORL 2023
An Ensemble Distillation Framework for Sentence Embeddings with Multilingual Round-Trip Translation AAAI 2023
Contrast with Reconstruct: Contrastive 3D Representation Learning Guided by Generative Pretraining ICML 2023
Disentangled CVAEs with Contrastive Learning for Explainable Recommendation AAAI 2023
Let Me Check the Examples: Enhancing Demonstration Learning via Explicit Imitation ACL 2023
Retrofitting Light-weight Language Models for Emotions using Supervised Contrastive Learning EMNLP 2023
Multimodal Image-Text Matching Improves Retrieval-based Chest X-Ray Report Generation MIDL 2023
Task-Oriented Multi-Modal Mutual Leaning for Vision-Language Models ICCV 2023
LA-Net: Landmark-Aware Learning for Reliable Facial Expression Recognition under Label Noise ICCV 2023
ClusterPrompt: Cluster Semantic Enhanced Prompt Learning for New Intent Discovery EMNLP 2023
Hard Sample Aware Prompt-Tuning ACL 2023
Boosting Novel Category Discovery Over Domains with Soft Contrastive Learning and All in One Classifier ICCV 2023
Detecting and Grounding Multi-Modal Media Manipulation CVPR 2023
Cross-modal Active Complementary Learning with Self-refining Correspondence NIPS 2023
MAViL: Masked Audio-Video Learners NIPS 2023
Open-Set Fine-Grained Retrieval via Prompting Vision-Language Evaluator CVPR 2023