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contrastive learning

3979 papers

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Also known as

CONTRASTIVE-IDM COCLR CMS CL HINCE CPL CA CPC CLUE RINCE LCA FCL SC CACO CLR JCL ITC SCL SOFT-IC MNR CBL SOLAR SUPCON NT-XENT KCL GACL SEMCL CRS CVCL MCR DML NCCL CLKS CLIP CLAP COLAM GCL SIMCTG NCL INFONCE NCE DCL ICOL LCL CCL

Co-occurring keywords

representation learning (6174) self-supervised learning (3751) multimodal learning (4622) unsupervised learning (3255) graph neural network (3945) vision-language model (2235) zero-shot learning (3637) domain adaptation (4578) large language model (12755) transfer learning (5442)

Papers

Bridging Video-Text Retrieval With Multiple Choice Questions CVPR 2022
MERIt: Meta-Path Guided Contrastive Learning for Logical Reasoning ACL 2022
Tailoring Visual Object Representations to Human Requirements: A Case Study with a Recycling Robot CORL 2022
Self-supervised Graph Neural Networks for Multi-behavior Recommendation IJCAI 2022
HiCLRE: A Hierarchical Contrastive Learning Framework for Distantly Supervised Relation Extraction ACL 2022
BioSimCSE: BioMedical Sentence Embeddings using Contrastive learning EMNLP 2022
Contrastive Visual Semantic Pretraining Magnifies the Semantics of Natural Language Representations ACL 2022
Sentiment-Aware Word and Sentence Level Pre-training for Sentiment Analysis EMNLP 2022
Normalized Contrastive Learning for Text-Video Retrieval EMNLP 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
QA Domain Adaptation using Hidden Space Augmentation and Self-Supervised Contrastive Adaptation EMNLP 2022
LVP-M3: Language-aware Visual Prompt for Multilingual Multimodal Machine Translation EMNLP 2022
PCL: Peer-Contrastive Learning with Diverse Augmentations for Unsupervised Sentence Embeddings EMNLP 2022
Multi-Tenant Optimization For Few-Shot Task-Oriented FAQ Retrieval EMNLP 2022
KE-GCL: Knowledge Enhanced Graph Contrastive Learning for Commonsense Question Answering EMNLP 2022
Soft-Labeled Contrastive Pre-Training for Function-Level Code Representation EMNLP 2022
Contrastive latent variable models for neural text generation UAI 2022
Forget-me-not! Contrastive critics for mitigating posterior collapse UAI 2022
Category Contrast for Unsupervised Domain Adaptation in Visual Tasks CVPR 2022
Exploring Compositional Image Retrieval with Hybrid Compositional Learning and Heuristic Negative Mining EMNLP 2022
Multi-Modal Multi-Correlation Learning for Audio-Visual Speech Separation INTERSPEECH 2022
COTS: Collaborative Two-Stream Vision-Language Pre-Training Model for Cross-Modal Retrieval CVPR 2022