Representation Learning

Primitive Vision: Improving Diagram Understanding in MLLMs ICML 2025 "Principal Components" Enable A New Language of Images ICCV 2025 Principled Understanding of Generalization for Generative Transformer Models in Arithmetic Reasoning Tasks ACL 2025 Prior-aware Dynamic Temporal Modeling Framework for Sequential 3D Hand Pose Estimation ICCV 2025 Prior Does Matter: Visual Navigation via Denoising Diffusion Bridge Models CVPR 2025 Priority Guided Explanation for Knowledge Tracing with Dual Ranking and Similarity Consistency IJCAI 2025 PRISM: A Framework for Producing Interpretable Political Bias Embeddings with Political-Aware Cross-Encoder ACL 2025 Private Model Personalization Revisited ICML 2025 Proactive Agents for Multi-Turn Text-to-Image Generation Under Uncertainty ICML 2025 Probabilistic Interactive 3D Segmentation with Hierarchical Neural Processes ICML 2025 Probabilistic Language-Image Pre-Training ICLR 2025 Probability-Density-aware Semi-supervised Learning AAAI 2025 Probability Density Geodesics in Image Diffusion Latent Space CVPR 2025 ProbeSDF: Light Field Probes For Neural Surface Reconstruction CVPR 2025 Probing and Boosting Large Language Models Capabilities via Attention Heads EMNLP 2025 Probing Neural Network Generalization using Default Patterns NAACL 2025 Probing Subphonemes in Morphology Models ACL 2025 Probing the Latent Hierarchical Structure of Data via Diffusion Models ICLR 2025 Probing the Mid-level Vision Capabilities of Self-Supervised Learning CVPR 2025 Processing and acquisition traces in visual encoders: What does CLIP know about your camera? ICCV 2025 Product of Experts with LLMs: Boosting Performance on ARC Is a Matter of Perspective ICML 2025 Progressive Facial Granularity Aggregation with Bilateral Attribute-based Enhancement for Face-to-Speech Synthesis EMNLP 2025 Progressive Modality-Adaptive Interactive Network for Multi-Modality Image Fusion IJCAI 2025 Progressive Multi-granular Alignments for Grounded Reasoning in Large Vision-Language Models AAAI 2025 Projection Head is Secretly an Information Bottleneck ICLR 2025