Contrastive Learning

Self-Supervised Learning with Multi-Target Contrastive Coding for Non-Native Acoustic Modeling of Mispronunciation Verification Interspeech 2022 Self-Supervised Object Detection From Audio-Visual Correspondence CVPR 2022 Self-Supervised Representation Learning Framework for Remote Physiological Measurement Using Spatiotemporal Augmentation Loss AAAI 2022 Self-supervised Rewiring of Pre-trained Speech Encoders:Towards Faster Fine-tuning with Less Labels in Speech Processing EMNLP 2022 Self-Supervised Video Representation Learning With Cross-Stream Prototypical Contrasting WACV 2022 Self-Supervised Visual Representation Learning with Semantic Grouping NeurIPS 2022 Semantically Contrastive Learning for Low-Light Image Enhancement AAAI 2022 Semantic-aware Contrastive Learning for More Accurate Semantic Parsing EMNLP 2022 Semantic Diversity in Dialogue with Natural Language Inference NAACL 2022 Semi-supervised Semantic Segmentation with Prototype-based Consistency Regularization NeurIPS 2022 Semi-Supervised Video Paragraph Grounding With Contrastive Encoder CVPR 2022 Sentence-aware Contrastive Learning for Open-Domain Passage Retrieval ACL 2022 Sentiment-Aware Word and Sentence Level Pre-training for Sentiment Analysis EMNLP 2022 Separated Contrastive Learning for Organ-at-Risk and Gross-Tumor-Volume Segmentation with Limited Annotation AAAI 2022 Sequence Level Contrastive Learning for Text Summarization AAAI 2022 Sim2Real Object-Centric Keypoint Detection and Description AAAI 2022 SimANS: Simple Ambiguous Negatives Sampling for Dense Text Retrieval EMNLP 2022 SimCTC: A Simple Contrast Learning Method of Text Clustering (Student Abstract) AAAI 2022 SimIPU: Simple 2D Image and 3D Point Cloud Unsupervised Pre-training for Spatial-Aware Visual Representations AAAI 2022 SimKGC: Simple Contrastive Knowledge Graph Completion with Pre-trained Language Models ACL 2022 SimMC: Simple Masked Contrastive Learning of Skeleton Representations for Unsupervised Person Re-Identification IJCAI 2022 Simple Unsupervised Graph Representation Learning AAAI 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