Contrastive Learning

Large-Scale and Multi-Perspective Opinion Summarization with Diverse Review Subsets EMNLP 2023 Layer Grafted Pre-training: Bridging Contrastive Learning And Masked Image Modeling For Label-Efficient Representations ICLR 2023 Learning Audio-Visual Source Localization via False Negative Aware Contrastive Learning CVPR 2023 Learning Semantic Alignment with Global Modality Reconstruction for Video-Language Pre-training towards Retrieval AAAI 2023 Learning Semantic Relationship Among Instances for Image-Text Matching CVPR 2023 Learning To Generate Text-Grounded Mask for Open-World Semantic Segmentation From Only Image-Text Pairs CVPR 2023 Learning Transferable Spatiotemporal Representations From Natural Script Knowledge CVPR 2023 Learning Transformation-Predictive Representations for Detection and Description of Local Features CVPR 2023 Learning Unnormalized Statistical Models via Compositional Optimization ICML 2023 Learning Visual Representations via Language-Guided Sampling CVPR 2023 Length is a Curse and a Blessing for Document-level Semantics EMNLP 2023 Less Likely Brainstorming: Using Language Models to Generate Alternative Hypotheses ACL 2023 Leveraging Contrastive Learning and Knowledge Distillation for Incomplete Modality Rumor Detection EMNLP 2023 LM-CPPF: Paraphrasing-Guided Data Augmentation for Contrastive Prompt-Based Few-Shot Fine-Tuning ACL 2023 Long-Tailed Recognition by Mutual Information Maximization between Latent Features and Ground-Truth Labels ICML 2023 Mao-Zedong at SemEval-2023 Task 4: Label Represention Multi-Head Attention Model with Contrastive Learning-Enhanced Nearest Neighbor Mechanism for Multi-Label Text Classification SemEval 2023 MarsEclipse at SemEval-2023 Task 3: Multi-lingual and Multi-label Framing Detection with Contrastive Learning SemEval 2023 Mars: Modeling Context & State Representations with Contrastive Learning for End-to-End Task-Oriented Dialog ACL 2023 MaskCLIP: Masked Self-Distillation Advances Contrastive Language-Image Pretraining CVPR 2023 MaskCon: Masked Contrastive Learning for Coarse-Labelled Dataset CVPR 2023 Masked and Adaptive Transformer for Exemplar Based Image Translation CVPR 2023 Masked Audio Text Encoders are Effective Multi-Modal Rescorers ACL 2023 Masked Autoencoding Does Not Help Natural Language Supervision at Scale CVPR 2023 MCLF: A Multi-grained Contrastive Learning Framework for ASR-robust Spoken Language Understanding EMNLP 2023 MCL: Multi-Granularity Contrastive Learning Framework for Chinese NER AAAI 2023