Contrastive Learning

Cross-Architecture Self-Supervised Video Representation Learning CVPR 2022 Cross-Lingual Contrastive Learning for Fine-Grained Entity Typing for Low-Resource Languages ACL 2022 Cross-modal Contrastive Learning for Speech Translation NAACL 2022 Cross-Modal Similarity-Based Curriculum Learning for Image Captioning EMNLP 2022 CrossPoint: Self-Supervised Cross-Modal Contrastive Learning for 3D Point Cloud Understanding CVPR 2022 CyCLIP: Cyclic Contrastive Language-Image Pretraining NeurIPS 2022 Data Augmentation for Compositional Data: Advancing Predictive Models of the Microbiome NeurIPS 2022 Dataset Condensation with Contrastive Signals ICML 2022 Debiased Contrastive Learning of Unsupervised Sentence Representations ACL 2022 DeepQR: Neural-Based Quality Ratings for Learnersourced Multiple-Choice Questions AAAI 2022 DESED: Dialogue-based Explanation for Sentence-level Event Detection COLING 2022 Developing Prefix-Tuning Models for Hierarchical Text Classification EMNLP 2022 Dial2vec: Self-Guided Contrastive Learning of Unsupervised Dialogue Embeddings EMNLP 2022 DialAug: Mixing up Dialogue Contexts in Contrastive Learning for Robust Conversational Modeling COLING 2022 Dictionary-Assisted Supervised Contrastive Learning EMNLP 2022 DiffCSE: Difference-based Contrastive Learning for Sentence Embeddings NAACL 2022 Differentiable Data Augmentation for Contrastive Sentence Representation Learning EMNLP 2022 DiffusionCLIP: Text-Guided Diffusion Models for Robust Image Manipulation CVPR 2022 Divide and Contrast: Source-free Domain Adaptation via Adaptive Contrastive Learning NeurIPS 2022 Domain Confused Contrastive Learning for Unsupervised Domain Adaptation NAACL 2022 Domain Generalization via Shuffled Style Assembly for Face Anti-Spoofing CVPR 2022 Don’t Judge a Language Model by Its Last Layer: Contrastive Learning with Layer-Wise Attention Pooling COLING 2022 DRK: Discriminative Rule-based Knowledge for Relieving Prediction Confusions in Few-shot Relation Extraction COLING 2022 Dual-AI: Dual-Path Actor Interaction Learning for Group Activity Recognition CVPR 2022 Dual Contrastive Learning for General Face Forgery Detection AAAI 2022