Contrastive Learning

Smooth-Swap: A Simple Enhancement for Face-Swapping With Smoothness CVPR 2022 Soft-Labeled Contrastive Pre-Training for Function-Level Code Representation EMNLP 2022 SPACE-2: Tree-Structured Semi-Supervised Contrastive Pre-training for Task-Oriented Dialog Understanding COLING 2022 Sparse and Complete Latent Organization for Geospatial Semantic Segmentation CVPR 2022 Speech Sequence Embeddings using Nearest Neighbors Contrastive Learning Interspeech 2022 STAR: SQL Guided Pre-Training for Context-dependent Text-to-SQL Parsing EMNLP 2022 Stein Latent Optimization for Generative Adversarial Networks ICLR 2022 STNDT: Modeling Neural Population Activity with Spatiotemporal Transformers NeurIPS 2022 Stochastic Coherence Over Attention Trajectory For Continuous Learning In Video Streams IJCAI 2022 Strategies to Improve Few-shot Learning for Intent Classification and Slot-Filling NAACL 2022 Structural Contrastive Representation Learning for Zero-shot Multi-label Text Classification EMNLP 2022 Strumming to the Beat: Audio-Conditioned Contrastive Video Textures WACV 2022 StyleMC: Multi-Channel Based Fast Text-Guided Image Generation and Manipulation WACV 2022 Supervised Prototypical Contrastive Learning for Emotion Recognition in Conversation EMNLP 2022 SurfEmb: Dense and Continuous Correspondence Distributions for Object Pose Estimation With Learnt Surface Embeddings CVPR 2022 Syntax-guided Contrastive Learning for Pre-trained Language Model ACL 2022 TABi: Type-Aware Bi-Encoders for Open-Domain Entity Retrieval ACL 2022 Table-based Fact Verification with Self-labeled Keypoint Alignment COLING 2022 TaCL: Improving BERT Pre-training with Token-aware Contrastive Learning NAACL 2022 Tailoring Visual Object Representations to Human Requirements: A Case Study with a Recycling Robot CoRL 2022 TANKBind: Trigonometry-Aware Neural NetworKs for Drug-Protein Binding Structure Prediction NeurIPS 2022 Targeted Supervised Contrastive Learning for Long-Tailed Recognition CVPR 2022 Target Really Matters: Target-aware Contrastive Learning and Consistency Regularization for Few-shot Stance Detection COLING 2022 Temporal abstractions-augmented temporally contrastive learning: An alternative to the Laplacian in RL UAI 2022 Text Transformations in Contrastive Self-Supervised Learning: A Review IJCAI 2022