Contrastive Learning

COOKIE: Contrastive Cross-Modal Knowledge Sharing Pre-Training for Vision-Language Representation ICCV 2021 CoSQA: 20,000+ Web Queries for Code Search and Question Answering ACL 2021 Counter-Contrastive Learning for Language GANs EMNLP 2021 CROCS: Clustering and Retrieval of Cardiac Signals Based on Patient Disease Class, Sex, and Age NeurIPS 2021 Cross-Modal Contrastive Learning for Text-to-Image Generation CVPR 2021 CSGNN: Contrastive Self-Supervised Graph Neural Network for Molecular Interaction Prediction IJCAI 2021 CuCo: Graph Representation with Curriculum Contrastive Learning IJCAI 2021 D2-Net: Weakly-Supervised Action Localization via Discriminative Embeddings and Denoised Activations ICCV 2021 DeCLUTR: Deep Contrastive Learning for Unsupervised Textual Representations ACL 2021 Decomposed Mutual Information Estimation for Contrastive Representation Learning ICML 2021 Decoupling Representation Learning from Reinforcement Learning ICML 2021 DeepACG: Co-Saliency Detection via Semantic-Aware Contrast Gromov-Wasserstein Distance CVPR 2021 Deep Metric Learning for Open World Semantic Segmentation ICCV 2021 Deep Structural Contrastive Subspace Clustering ACML 2021 Denoise and Contrast for Category Agnostic Shape Completion CVPR 2021 Dense Contrastive Learning for Self-Supervised Visual Pre-Training CVPR 2021 DetCo: Unsupervised Contrastive Learning for Object Detection ICCV 2021 DialogueCSE: Dialogue-based Contrastive Learning of Sentence Embeddings EMNLP 2021 Directed Graph Contrastive Learning NeurIPS 2021 Disentangled Contrastive Learning on Graphs NeurIPS 2021 Dissecting Supervised Contrastive Learning ICML 2021 Distilling Audio-Visual Knowledge by Compositional Contrastive Learning CVPR 2021 Distilling Holistic Knowledge With Graph Neural Networks ICCV 2021 Distilling Localization for Self-Supervised Representation Learning AAAI 2021 DivCo: Diverse Conditional Image Synthesis via Contrastive Generative Adversarial Network CVPR 2021