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Representation Learning

18863 directly classified papers

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Papers

Adaptive Part Learning for Fine-Grained Generalized Category Discovery: A Plug-and-Play Enhancement CVPR 2025
GG-SSMs: Graph-Generating State Space Models CVPR 2025
Adventurer: Optimizing Vision Mamba Architecture Designs for Efficiency CVPR 2025
ALIEN: Implicit Neural Representations for Human Motion Prediction under Arbitrary Latency CVPR 2025
Stable-SCore: A Stable Registration-based Framework for 3D Shape Correspondence CVPR 2025
RANGE: Retrieval Augmented Neural Fields for Multi-Resolution Geo-Embeddings CVPR 2025
Recurrence-Enhanced Vision-and-Language Transformers for Robust Multimodal Document Retrieval CVPR 2025
Incomplete Multi-View Multi-label Learning via Disentangled Representation and Label Semantic Embedding CVPR 2025
Multi-modal Contrastive Learning with Negative Sampling Calibration for Phenotypic Drug Discovery CVPR 2025
Using Machine Learning to Improve Research in the Agriculture Industry AAAI 2025
Sonata: Self-Supervised Learning of Reliable Point Representations CVPR 2025
MERGE: Multi-faceted Hierarchical Graph-based GNN for Gene Expression Prediction from Whole Slide Histopathology Images CVPR 2025
EVPGS: Enhanced View Prior Guidance for Splatting-based Extrapolated View Synthesis CVPR 2025
Inspecting the Representation Manifold of Differentially-Private Text NAACL 2025
CLIP Under the Microscope: A Fine-Grained Analysis of Multi-Object Representation CVPR 2025
SFDM: Robust Decomposition of Geometry and Reflectance for Realistic Face Rendering from Sparse-view Images CVPR 2025
Multi-Group Proportional Representations for Text-to-Image Models CVPR 2025
Hierarchical Features Matter: A Deep Exploration of Progressive Parameterization Method for Dataset Distillation CVPR 2025
Beyond Sight: Towards Cognitive Alignment in LVLM via Enriched Visual Knowledge CVPR 2025
Generative Photomontage CVPR 2025
UniPose: A Unified Multimodal Framework for Human Pose Comprehension, Generation and Editing CVPR 2025
SVLTA: Benchmarking Vision-Language Temporal Alignment via Synthetic Video Situation CVPR 2025
Learning Phase Distortion with Selective State Space Models for Video Turbulence Mitigation CVPR 2025
Quad-Pixel Image Defocus Deblurring: A New Benchmark and Model CVPR 2025
ULTRABENCH: Benchmarking LLMs under Extreme Fine-grained Text Generation EMNLP 2025