Representation Learning

Consistent Bidirectional Language Modelling: Expressive Power and Representational Conciseness EMNLP 2024 Continual Learning with Global Alignment NeurIPS 2024 Contrastive Credibility Propagation for Reliable Semi-supervised Learning AAAI 2024 Contrastive Learning for Clinical Outcome Prediction with Partial Data Sources ICML 2024 Co-occurrence is not Factual Association in Language Models NeurIPS 2024 CORE-MPI: Consistency Object Removal with Embedding MultiPlane Image CVPR 2024 CoSAEmb: Contrastive Section-aware Aspect Embeddings for Scientific Articles ACL 2024 CoSy: Evaluating Textual Explanations of Neurons NeurIPS 2024 Counter-Current Learning: A Biologically Plausible Dual Network Approach for Deep Learning NeurIPS 2024 Counterfactual Graph Learning for Anomaly Detection with Feature Disentanglement and Generation (Student Abstract) AAAI 2024 Cross-Domain Contrastive Learning for Time Series Clustering AAAI 2024 Cross Initialization for Face Personalization of Text-to-Image Models CVPR 2024 Curriculum Consistency Learning for Conditional Sentence Generation EMNLP 2024 D2R2: Diffusion-based Representation with Random Distance Matching for Tabular Few-shot Learning NeurIPS 2024 Data-Free Generalized Zero-Shot Learning AAAI 2024 DCDepth: Progressive Monocular Depth Estimation in Discrete Cosine Domain NeurIPS 2024 DDR: Exploiting Deep Degradation Response as Flexible Image Descriptor NeurIPS 2024 Decomposable Transformer Point Processes NeurIPS 2024 Decompose-and-Compose: A Compositional Approach to Mitigating Spurious Correlation CVPR 2024 Decomposing and Interpreting Image Representations via Text in ViTs Beyond CLIP NeurIPS 2024 Decomposing Semantic Shifts for Composed Image Retrieval AAAI 2024 Decoupled Contrastive Learning for Long-Tailed Recognition AAAI 2024 Decoupled Textual Embeddings for Customized Image Generation AAAI 2024 Decoupling Semantic Similarity from Spatial Alignment for Neural Networks. NeurIPS 2024 Decoupling User Relationships Guides Information Diffusion Prediction (Student Abstract) AAAI 2024