Contrastive Learning

Forget-me-not! Contrastive critics for mitigating posterior collapse UAI 2022 Frame-Wise Action Representations for Long Videos via Sequence Contrastive Learning CVPR 2022 Frequency-Aware Contrastive Learning for Neural Machine Translation AAAI 2022 From Dense to Sparse: Contrastive Pruning for Better Pre-trained Language Model Compression AAAI 2022 From Good to Best: Two-Stage Training for Cross-Lingual Machine Reading Comprehension AAAI 2022 From Video to Images: Contrastive Pretraining for Emotion Recognition from Single Image (Student Abstract) AAAI 2022 GanOrCon: Are Generative Models Useful for Few-Shot Segmentation? CVPR 2022 Gaussian Mixture Variational Autoencoder with Contrastive Learning for Multi-Label Classification ICML 2022 General Facial Representation Learning in a Visual-Linguistic Manner CVPR 2022 Generalizable Implicit Hate Speech Detection Using Contrastive Learning COLING 2022 Generalized Category Discovery CVPR 2022 Generalized Laplacian Eigenmaps NeurIPS 2022 Generate, Discriminate and Contrast: A Semi-Supervised Sentence Representation Learning Framework EMNLP 2022 Generative Aspect-Based Sentiment Analysis with Contrastive Learning and Expressive Structure EMNLP 2022 Generative Data Augmentation with Contrastive Learning for Zero-Shot Stance Detection EMNLP 2022 Generative Models as a Data Source for Multiview Representation Learning ICLR 2022 Geometric Multimodal Contrastive Representation Learning ICML 2022 Geometry-Contrastive Transformer for Generalized 3D Pose Transfer AAAI 2022 GeomGCL: Geometric Graph Contrastive Learning for Molecular Property Prediction AAAI 2022 GL-CLeF: A Global–Local Contrastive Learning Framework for Cross-lingual Spoken Language Understanding ACL 2022 GraphAdaMix: Enhancing Node Representations with Graph Adaptive Mixtures AISTATS 2022 Graph Enhanced Contrastive Learning for Radiology Findings Summarization ACL 2022 Harmony: A Generic Unsupervised Approach for Disentangling Semantic Content From Parameterized Transformations CVPR 2022 HCFRec: Hash Collaborative Filtering via Normalized Flow with Structural Consensus for Efficient Recommendation IJCAI 2022 HCL-TAT: A Hybrid Contrastive Learning Method for Few-shot Event Detection with Task-Adaptive Threshold EMNLP 2022