Contrastive Learning

Video Salient Object Detection via Contrastive Features and Attention Modules WACV 2022 Video-Text Representation Learning via Differentiable Weak Temporal Alignment CVPR 2022 Virtual Augmentation Supported Contrastive Learning of Sentence Representations ACL 2022 Vision-Language Pre-Training With Triple Contrastive Learning CVPR 2022 VLMixer: Unpaired Vision-Language Pre-training via Cross-Modal CutMix ICML 2022 V-SlowFast Network for Efficient Visual Sound Separation WACV 2022 Watch the Neighbors: A Unified K-Nearest Neighbor Contrastive Learning Framework for OOD Intent Discovery EMNLP 2022 Weakly Supervised Semantic Segmentation by Pixel-to-Prototype Contrast CVPR 2022 When do Contrastive Word Alignments Improve Many-to-many Neural Machine Translation? NAACL 2022 When Does Contrastive Visual Representation Learning Work? CVPR 2022 Whodunit? Learning to Contrast for Authorship Attribution AACL 2022 Why do We Need Large Batchsizes in Contrastive Learning? A Gradient-Bias Perspective NeurIPS 2022 “Why Not Other Classes?”: Towards Class-Contrastive Back-Propagation Explanations NeurIPS 2022 Will It Blend? Mixing Training Paradigms & Prompting for Argument Quality Prediction COLING 2022 Wukong: A 100 Million Large-scale Chinese Cross-modal Pre-training Benchmark NeurIPS 2022 YNU-HPCC at SemEval-2022 Task 2: Representing Multilingual Idiomaticity based on Contrastive Learning SemEval 2022 You Only Cut Once: Boosting Data Augmentation with a Single Cut ICML 2022 Zero-CL: Instance and Feature decorrelation for negative-free symmetric contrastive learning ICLR 2022 Zero-Shot Event Detection Based on Ordered Contrastive Learning and Prompt-Based Prediction NAACL 2022 ZhichunRoad at SemEval-2022 Task 2: Adversarial Training and Contrastive Learning for Multiword Representations SemEval 2022 i-Mix: A Domain-Agnostic Strategy for Contrastive Representation Learning ICLR 2021 3D Human Action Representation Learning via Cross-View Consistency Pursuit CVPR 2021 A Broad Study on the Transferability of Visual Representations With Contrastive Learning ICCV 2021 Accelerating Ecological Sciences from Above: Spatial Contrastive Learning for Remote Sensing AAAI 2021 A Contrastive Learning Approach for Training Variational Autoencoder Priors NeurIPS 2021