Contrastive Learning

Poisoning and Backdooring Contrastive Learning ICLR 2022 Pose and Joint-Aware Action Recognition WACV 2022 Probabilistic Representations for Video Contrastive Learning CVPR 2022 Probing the Role of Positional Information in Vision-Language Models NAACL 2022 ProGCL: Rethinking Hard Negative Mining in Graph Contrastive Learning ICML 2022 Prompt Augmented Generative Replay via Supervised Contrastive Learning for Lifelong Intent Detection NAACL 2022 PromptBERT: Improving BERT Sentence Embeddings with Prompts EMNLP 2022 Prototypical Contrastive Predictive Coding ICLR 2022 Prototypical speaker-interference loss for target voice separation using non-parallel audio samples Interspeech 2022 Prototypical Verbalizer for Prompt-based Few-shot Tuning ACL 2022 ProtoX: Explaining a Reinforcement Learning Agent via Prototyping NeurIPS 2022 Provable Stochastic Optimization for Global Contrastive Learning: Small Batch Does Not Harm Performance ICML 2022 Proximity Enhanced Graph Neural Networks with Channel Contrast IJCAI 2022 PyramidCLIP: Hierarchical Feature Alignment for Vision-language Model Pretraining NeurIPS 2022 QA Domain Adaptation using Hidden Space Augmentation and Self-Supervised Contrastive Adaptation EMNLP 2022 QS-Attn: Query-Selected Attention for Contrastive Learning in I2I Translation CVPR 2022 Query-based Instance Discrimination Network for Relational Triple Extraction EMNLP 2022 Rainy WCity: A Real Rainfall Dataset with Diverse Conditions for Semantic Driving Scene Understanding IJCAI 2022 RankGen: Improving Text Generation with Large Ranking Models EMNLP 2022 Ranking Info Noise Contrastive Estimation: Boosting Contrastive Learning via Ranked Positives AAAI 2022 RaP: Redundancy-aware Video-language Pre-training for Text-Video Retrieval EMNLP 2022 RCL: Relation Contrastive Learning for Zero-Shot Relation Extraction NAACL 2022 Reducing Reliance on Spurious Features in Medical Image Classification with Spatial Specificity MLHC 2022 Reducing Spurious Correlations for Answer Selection by Feature Decorrelation and Language Debiasing COLING 2022 Regional Semantic Contrast and Aggregation for Weakly Supervised Semantic Segmentation CVPR 2022