Contrastive Learning

Rethinking Self-Supervision Objectives for Generalizable Coherence Modeling ACL 2022 Rethinking the Augmentation Module in Contrastive Learning: Learning Hierarchical Augmentation Invariance With Expanded Views CVPR 2022 Rethinking the Promotion Brought by Contrastive Learning to Semi-Supervised Node Classification IJCAI 2022 Revisiting Domain Generalized Stereo Matching Networks From a Feature Consistency Perspective CVPR 2022 Robust Cross-Modal Representation Learning With Progressive Self-Distillation CVPR 2022 RoCBert: Robust Chinese Bert with Multimodal Contrastive Pretraining ACL 2022 SAIL: Self-Augmented Graph Contrastive Learning AAAI 2022 Scaling Multimodal Pre-Training via Cross-Modality Gradient Harmonization NeurIPS 2022 SCL-WC: Cross-Slide Contrastive Learning for Weakly-Supervised Whole-Slide Image Classification NeurIPS 2022 SCS-Co: Self-Consistent Style Contrastive Learning for Image Harmonization CVPR 2022 Seeking Patterns, Not just Memorizing Procedures: Contrastive Learning for Solving Math Word Problems ACL 2022 SelecMix: Debiased Learning by Contradicting-pair Sampling NeurIPS 2022 SelF-Eval: Self-supervised Fine-grained Dialogue Evaluation COLING 2022 Self-Guided Hard Negative Generation for Unsupervised Person Re-Identification IJCAI 2022 Self-Supervised Image Representation Learning With Geometric Set Consistency CVPR 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 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 SimCTC: A Simple Contrast Learning Method of Text Clustering (Student Abstract) AAAI 2022 SimKGC: Simple Contrastive Knowledge Graph Completion with Pre-trained Language Models ACL 2022