Representation Learning

Lifting by Gaussians: A Simple Fast and Flexible Method for 3D Instance Segmentation WACV 2025 Lifting Scheme-Based Implicit Disentanglement of Emotion-Related Facial Dynamics in the Wild AAAI 2025 LIFT: Latent Implicit Functions for Task- and Data-Agnostic Encoding ICCV 2025 LightBSR: Towards Lightweight Blind Super-Resolution via Discriminative Implicit Degradation Representation Learning ICCV 2025 Lightweight Yet Fine-Grained: A Graph Capsule Convolutional Network with Subspace Alignment for Shared-Account Sequential Recommendation AAAI 2025 LiMoE: Mixture of LiDAR Representation Learners from Automotive Scenes CVPR 2025 Linear combinations of latents in generative models: subspaces and beyond ICLR 2025 Linear Convergence of Diffusion Models Under the Manifold Hypothesis COLT 2025 Linear Decoding of Morphology Relations in Language Models (Student Abstract) AAAI 2025 Linear Relational Decoding of Morphology in Language Models NAACL 2025 Linear Representations of Political Perspective Emerge in Large Language Models ICLR 2025 Linear Separation Capacity of Self-Supervised Representation Learning JMLR 2025 Linear Transformer Topological Masking with Graph Random Features ICLR 2025 LingGym: How Far Are LLMs from Thinking Like Field Linguists? EMNLP 2025 Linguistically-Controlled Paraphrase Generation EMNLP 2025 Link to the Past: Temporal Propagation for Fast 3D Human Reconstruction from Monocular Video CVPR 2025 Literature-Grounded Novelty Assessment of Scientific Ideas ACL 2025 Little Giants: Synthesizing High-Quality Embedding Data at Scale NAACL 2025 Llama See, Llama Do: A Mechanistic Perspective on Contextual Entrainment and Distraction in LLMs ACL 2025 LLaVA-ReID: Selective Multi-image Questioner for Interactive Person Re-Identification ICML 2025 LLaVA-SP: Enhancing Visual Representation with Visual Spatial Tokens for MLLMs ICCV 2025 LLaVE: Large Language and Vision Embedding Models with Hardness-Weighted Contrastive Learning EMNLP 2025 LLM+AL: Bridging Large Language Models and Action Languages for Complex Reasoning About Actions AAAI 2025 LLM-enhanced Action-aware Multi-modal Prompt Tuning for Image-Text Matching ICCV 2025 LLM Enhancers for GNNs: An Analysis from the Perspective of Causal Mechanism Identification ICML 2025