contrastive learning

How Well Do Unsupervised Learning Algorithms Model Human Real-time and Life-long Learning? NeurIPS 2022 Hypergraph Structure Learning for Hypergraph Neural Networks IJCAI 2022 HyperMiner: Topic Taxonomy Mining with Hyperbolic Embedding NeurIPS 2022 Hyperspherical Consistency Regularization CVPR 2022 Identity-Disentangled Adversarial Augmentation for Self-supervised Learning ICML 2022 Id-Free Person Similarity Learning CVPR 2022 Image Difference Captioning with Pre-training and Contrastive Learning AAAI 2022 Image-to-Lidar Self-Supervised Distillation for Autonomous Driving Data CVPR 2022 Improved Deep Unsupervised Hashing with Fine-grained Semantic Similarity Mining for Multi-Label Image Retrieval IJCAI 2022 Improved Text Classification via Contrastive Adversarial Training AAAI 2022 Improved Universal Sentence Embeddings with Prompt-based Contrastive Learning and Energy-based Learning EMNLP 2022 Improve Interpretability of Neural Networks via Sparse Contrastive Coding EMNLP 2022 Improving Abstractive Dialogue Summarization with Speaker-Aware Supervised Contrastive Learning COLING 2022 Improving Continual Relation Extraction through Prototypical Contrastive Learning COLING 2022 Improving Deep Embedded Clustering via Learning Cluster-level Representations COLING 2022 Improving Event Representation via Simultaneous Weakly Supervised Contrastive Learning and Clustering ACL 2022 Improving Spoken Language Understanding with Cross-Modal Contrastive Learning Interspeech 2022 Improving Word Translation via Two-Stage Contrastive Learning ACL 2022 Improving Zero-Shot Generalization in Offline Reinforcement Learning using Generalized Similarity Functions NeurIPS 2022 Imputing Out-of-Vocabulary Embeddings with LOVE Makes LanguageModels Robust with Little Cost ACL 2022 Incorporating Bias-aware Margins into Contrastive Loss for Collaborative Filtering NeurIPS 2022 Incorporating Hierarchy into Text Encoder: a Contrastive Learning Approach for Hierarchical Text Classification ACL 2022 Incremental False Negative Detection for Contrastive Learning ICLR 2022 Incremental Intent Detection for Medical Domain with Contrast Replay Networks ACL 2022 Induce Spoken Dialog Intents via Deep Unsupervised Context Contrastive Clustering Interspeech 2022