Representation Learning

Discovering Fine-Grained Visual-Concept Relations by Disentangled Optimal Transport Concept Bottleneck Models CVPR 2025 Discovering Group Structures via Unitary Representation Learning ICLR 2025 Discovering Hidden Visual Concepts Beyond Linguistic Input in Infant Learning CVPR 2025 Discovering Physics Laws of Dynamical Systems via Invariant Function Learning ICML 2025 Discovering Semantic Subdimensions through Disentangled Conceptual Representations EMNLP 2025 Discovering Temporally Compositional Neural Manifolds with Switching Infinite GPFA ICLR 2025 Discrete Copula Diffusion ICLR 2025 Discrete Curvature Graph Information Bottleneck AAAI 2025 Discrete Distribution Networks ICLR 2025 Discriminating Form and Meaning in Multilingual Models with Minimal-Pair ABX Tasks EMNLP 2025 Disentangled and Personalized Representation Learning for Next Point-of-Interest Recommendation IJCAI 2025 Disentangled Information Bottleneck for Adversarial Text Defense EMNLP 2025 Disentangled Multi-span Evolutionary Network against Temporal Knowledge Graph Reasoning ACL 2025 Disentangled Representation Learning with the Gromov-Monge Gap ICLR 2025 Disentangled Table-Graph Representation for Interpretable Transmission Line Fault Location AAAI 2025 Disentangled World Models: Learning to Transfer Semantic Knowledge from Distracting Videos for Reinforcement Learning ICCV 2025 Disentangling and Integrating Relational and Sensory Information in Transformer Architectures ICML 2025 Disentangling Biased Representations: A Causal Intervention Framework for Fairer NLP Models ACL 2025 Disentangling Disentangled Representations: Towards Improved Latent Units via Diffusion Models WACV 2025 Disentangling language change: sparse autoencoders quantify the semantic evolution of indigeneity in French NAACL 2025 Disentangling Language Understanding and Reasoning Structures in Cross-lingual Chain-of-Thought Prompting EMNLP 2025 Disentangling Linguistic Features with Dimension-Wise Analysis of Vector Embeddings NAACL 2025 Disentangling Long-Short Term State Under Unknown Interventions for Online Time Series Forecasting AAAI 2025 Disentangling Mathematical Reasoning in LLMs: A Methodological Investigation of Internal Mechanisms EMNLP 2025 Disentangling Multi-view Representations via Curriculum Learning with Learnable Prior IJCAI 2025