Representation Learning

Causal Representation Learning from Multimodal Biomedical Observations ICLR 2025 Causal Representation Learning from Multimodal Clinical Records under Non-Random Modality Missingness EMNLP 2025 CausalRivers - Scaling up benchmarking of causal discovery for real-world time-series ICLR 2025 Causal View of Time Series Imputation: Some Identification Results on Missing Mechanism IJCAI 2025 CAX: Cellular Automata Accelerated in JAX ICLR 2025 CCT-Code: Cross-Consistency Training for Multilingual Clone Detection and Code Search NAACL 2025 CDTR: Semantic Alignment for Video Moment Retrieval Using Concept Decomposition Transformer AAAI 2025 CEMTM: Contextual Embedding-based Multimodal Topic Modeling EMNLP 2025 Centrality-guided Pre-training for Graph ICLR 2025 CERTAIN: Context Uncertainty-aware One-Shot Adaptation for Context-based Offline Meta Reinforcement Learning ICML 2025 CFPT: Empowering Time Series Forecasting through Cross-Frequency Interaction and Periodic-Aware Timestamp Modeling ICML 2025 ChainHOI: Joint-based Kinematic Chain Modeling for Human-Object Interaction Generation CVPR 2025 Chain-of-MetaWriting: Linguistic and Textual Analysis of How Small Language Models Write Young Students Texts COLING 2025 Chain-Talker: Chain Understanding and Rendering for Empathetic Conversational Speech Synthesis ACL 2025 Challenging Assumptions in Learning Generic Text Style Embeddings NAACL 2025 Chameleon: A Flexible Data-mixing Framework for Language Model Pretraining and Finetuning ICML 2025 Change3D: Revisiting Change Detection and Captioning from A Video Modeling Perspective CVPR 2025 Channel Consistency Prior and Self-Reconstruction Strategy Based Unsupervised Image Deraining CVPR 2025 Channel Normalization for Time Series Channel Identification ICML 2025 Characterizing Linguistic Shifts in Croatian News via Diachronic Word Embeddings ACL 2025 Characterizing the Effects of Translation on Intertextuality using Multilingual Embedding Spaces NAACL 2025 Characterizing the Role of Similarity in the Property Inferences of Language Models NAACL 2025 Charting the Design Space of Neural Graph Representations for Subgraph Matching ICLR 2025 ChartLens: Fine-grained Visual Attribution in Charts ACL 2025 ChatTime: A Unified Multimodal Time Series Foundation Model Bridging Numerical and Textual Data AAAI 2025