Representation Learning

The Role of Abstract Representations and Observed Preferences in the Ordering of Binomials in Large Language Models ACL 2025 The Strawberry Problem: Emergence of Character-level Understanding in Tokenized Language Models EMNLP 2025 ThinkQE: Query Expansion via an Evolving Thinking Process EMNLP 2025 ThinkSLM: Towards Reasoning in Small Language Models EMNLP 2025 ThoughtProbe: Classifier-Guided LLM Thought Space Exploration via Probing Representations EMNLP 2025 TIDE: Training Locally Interpretable Domain Generalization Models Enables Test-time Correction CVPR 2025 TimeBooth: Disentangled Facial Invariant Representation for Diverse and Personalized Face Aging ICCV 2025 TimeCHEAT: A Channel Harmony Strategy for Irregularly Sampled Multivariate Time Series Analysis AAAI 2025 Time to Spike? Understanding the Representational Power of Spiking Neural Networks in Discrete Time ICML 2025 TIMotion: Temporal and Interactive Framework for Efficient Human-Human Motion Generation CVPR 2025 Towards an Explainable Comparison and Alignment of Feature Embeddings ICML 2025 Towards Automated Error Discovery: A Study in Conversational AI EMNLP 2025 Towards Cross-modal Backward-compatible Representation Learning for Vision-Language Models ICCV 2025 Towards Fairness with Limited Demographics via Disentangled Learning IJCAI 2025 Towards Homogeneous Lexical Tone Decoding from Heterogeneous Intracranial Recordings ICLR 2025 Towards Memorization Estimation: Fast, Formal and Free ICML 2025 Towards More Discriminative Feature Learning in SNNs with Temporal-Self-Erasing Supervision AAAI 2025 Towards Scalable and Deep Graph Neural Networks via Noise Masking AAAI 2025 TPP-Gaze: Modelling Gaze Dynamics in Space and Time with Neural Temporal Point Processes WACV 2025 TRACE: Training and Inference-Time Interpretability Analysis for Language Models EMNLP 2025 TrackVerse: A Large-Scale Object-Centric Video Dataset for Image-Level Representation Learning ICCV 2025 Training Strategies for Efficient Embodied Reasoning CoRL 2025 TriEmbed: Bridge the Gap between Text and Token Indices with Embedding Reparameterization ACL 2025 Tuning the Frequencies: Robust Training for Sinusoidal Neural Networks CVPR 2025 Turbocharging Web Automation: The Impact of Compressed History States ACL 2025