Representation Learning

Latent Factor Models Meets Instructions: Goal-conditioned Latent Factor Discovery without Task Supervision NAACL 2025 LatentHOI: On the Generalizable Hand Object Motion Generation with Latent Hand Diffusion. CVPR 2025 Latent Inter-User Difference Modeling for LLM Personalization EMNLP 2025 Latent Preference Coding: Aligning Large Language Models via Discrete Latent Codes ICML 2025 Latent Space Chain-of-Embedding Enables Output-free LLM Self-Evaluation ICLR 2025 Latent Space Imaging CVPR 2025 Latent Space Interpretation for Stylistic Analysis and Explainable Authorship Attribution COLING 2025 Latent Space Super-Resolution for Higher-Resolution Image Generation with Diffusion Models CVPR 2025 Latent Thought Models with Variational Bayes Inference-Time Computation ICML 2025 LaTIM: Measuring Latent Token-to-Token Interactions in Mamba Models ACL 2025 LATTE: Learning Aligned Transactions and Textual Embeddings for Bank Clients EMNLP 2025 LaVA-Man: Learning Visual Action Representations for Robot Manipulation CoRL 2025 LawToken: a single token worth more than its constituents CoNLL 2025 LayAlign: Enhancing Multilingual Reasoning in Large Language Models via Layer-Wise Adaptive Fusion and Alignment Strategy NAACL 2025 Layer by Layer: Uncovering Hidden Representations in Language Models ICML 2025 Layered Image Vectorization via Semantic Simplification CVPR 2025 Layered Insights: Generalizable Analysis of Human Authorial Style by Leveraging All Transformer Layers EMNLP 2025 Layer-wise Minimal Pair Probing Reveals Contextual Grammatical-Conceptual Hierarchy in Speech Representations EMNLP 2025 LCES: Zero-shot Automated Essay Scoring via Pairwise Comparisons Using Large Language Models EMNLP 2025 Learnable Infinite Taylor Gaussian for Dynamic View Rendering CVPR 2025 Learn from Global Rather Than Local: Consistent Context-Aware Representation Learning for Multi-View Graph Clustering IJCAI 2025 Learn hybrid prototypes for multivariate time series anomaly detection ICLR 2025 Learning 4D Panoptic Scene Graph Generation from Rich 2D Visual Scene CVPR 2025 Learning Advanced Self-Attention for Linear Transformers in the Singular Value Domain IJCAI 2025 Learning a Fast Mixing Exogenous Block MDP using a Single Trajectory ICLR 2025