Contrastive Learning

CoST: Contrastive Learning of Disentangled Seasonal-Trend Representations for Time Series Forecasting ICLR 2022 COTS: Collaborative Two-Stream Vision-Language Pre-Training Model for Cross-Modal Retrieval CVPR 2022 Counterfactual Cycle-Consistent Learning for Instruction Following and Generation in Vision-Language Navigation CVPR 2022 CPL: Counterfactual Prompt Learning for Vision and Language Models EMNLP 2022 CQA-Face: Contrastive Quality-Aware Attentions for Face Recognition AAAI 2022 Crafting Better Contrastive Views for Siamese Representation Learning CVPR 2022 CREATER: CTR-driven Advertising Text Generation with Controlled Pre-Training and Contrastive Fine-Tuning NAACL 2022 Cross-Architecture Self-Supervised Video Representation Learning CVPR 2022 Cross-Domain Few-Shot Graph Classification AAAI 2022 Cross-Lingual Contrastive Learning for Fine-Grained Entity Typing for Low-Resource Languages ACL 2022 Cross-modal Transfer Learning via Multi-grained Alignment for End-to-End Spoken Language Understanding Interspeech 2022 Cross-Patch Dense Contrastive Learning for Semi-Supervised Segmentation of Cellular Nuclei in Histopathologic Images CVPR 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 Data Determines Distributional Robustness in Contrastive Language Image Pre-training (CLIP) ICML 2022 Dataset Condensation with Contrastive Signals ICML 2022 Dataset Distillation via Factorization NeurIPS 2022 Debiased Contrastive Learning of Unsupervised Sentence Representations ACL 2022 Decentralized Unsupervised Learning of Visual Representations IJCAI 2022 Decision-Focused Learning: Through the Lens of Learning to Rank ICML 2022 DeepQR: Neural-Based Quality Ratings for Learnersourced Multiple-Choice Questions AAAI 2022 Delving into Sequential Patches for Deepfake Detection NeurIPS 2022 Detect Rumors in Microblog Posts for Low-Resource Domains via Adversarial Contrastive Learning NAACL 2022 Developing Prefix-Tuning Models for Hierarchical Text Classification EMNLP 2022