contrastive learning

SimKGC: Simple Contrastive Knowledge Graph Completion with Pre-trained Language Models ACL 2022 Simple Unsupervised Graph Representation Learning AAAI 2022 SLIC: Self-Supervised Learning With Iterative Clustering for Human Action Videos CVPR 2022 Small Changes Make Big Differences: Improving Multi-turn Response Selection in Dialogue Systems via Fine-Grained Contrastive Learning Interspeech 2022 SMiLE: Schema-augmented Multi-level Contrastive Learning for Knowledge Graph Link Prediction EMNLP 2022 Smoothed Contrastive Learning for Unsupervised Sentence Embedding COLING 2022 Smooth-Swap: A Simple Enhancement for Face-Swapping With Smoothness CVPR 2022 Soft-Labeled Contrastive Pre-Training for Function-Level Code Representation EMNLP 2022 solo-learn: A Library of Self-supervised Methods for Visual Representation Learning JMLR 2022 Sound and Visual Representation Learning With Multiple Pretraining Tasks CVPR 2022 Source-Free Domain Adaptation via Distribution Estimation CVPR 2022 SPACE-2: Tree-Structured Semi-Supervised Contrastive Pre-training for Task-Oriented Dialog Understanding COLING 2022 SPAct: Self-Supervised Privacy Preservation for Action Recognition CVPR 2022 Speckle and Shadows: Ultrasound-specific Physics-based Data Augmentation for Kidney Segmentation MIDL 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 Supervised Prototypical Contrastive Learning for Emotion Recognition in Conversation EMNLP 2022 Suppressing Static Visual Cues via Normalizing Flows for Self-Supervised Video Representation Learning AAAI 2022 SurfEmb: Dense and Continuous Correspondence Distributions for Object Pose Estimation With Learnt Surface Embeddings CVPR 2022