Contrastive Learning

CGIM: A Cycle Guided Interactive Learning Model for Consistency Identification in Task-oriented Dialogue COLING 2022 CGMN: A Contrastive Graph Matching Network for Self-Supervised Graph Similarity Learning IJCAI 2022 CILDA: Contrastive Data Augmentation Using Intermediate Layer Knowledge Distillation COLING 2022 Class-Aware Contrastive Semi-Supervised Learning CVPR 2022 CLIP-Event: Connecting Text and Images With Event Structures CVPR 2022 CLIP-NeRF: Text-and-Image Driven Manipulation of Neural Radiance Fields CVPR 2022 CLOOB: Modern Hopfield Networks with InfoLOOB Outperform CLIP NeurIPS 2022 CLOWER: A Pre-trained Language Model with Contrastive Learning over Word and Character Representations COLING 2022 CoCoS: Enhancing Semi-supervised Learning on Graphs with Unlabeled Data via Contrastive Context Sharing AAAI 2022 CODE: Contrastive Pre-training with Adversarial Fine-Tuning for Zero-Shot Expert Linking AAAI 2022 CodeRetriever: A Large Scale Contrastive Pre-Training Method for Code Search EMNLP 2022 Co-Modality Graph Contrastive Learning for Imbalanced Node Classification NeurIPS 2022 Conditioned Masked Language and Image Modeling for Image-Text Dense Retrieval EMNLP 2022 CONFIT: Toward Faithful Dialogue Summarization with Linguistically-Informed Contrastive Fine-tuning NAACL 2022 Con-NAT: Contrastive Non-autoregressive Neural Machine Translation EMNLP 2022 Consistent Representation Learning for Continual Relation Extraction ACL 2022 Constrained Contrastive Reinforcement Learning ACML 2022 CONTaiNER: Few-Shot Named Entity Recognition via Contrastive Learning ACL 2022 Contextualized Spatio-Temporal Contrastive Learning With Self-Supervision CVPR 2022 Contextual Outpainting With Object-Level Contrastive Learning CVPR 2022 Contrast-Enhanced Semi-supervised Text Classification with Few Labels AAAI 2022 Contrasting the landscape of contrastive and non-contrastive learning AISTATS 2022 Contrastive Adapters for Foundation Model Group Robustness NeurIPS 2022 Contrastive and Non-Contrastive Self-Supervised Learning Recover Global and Local Spectral Embedding Methods NeurIPS 2022 Contrastive Clustering to Mine Pseudo Parallel Data for Unsupervised Translation ICLR 2022