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← Core Methods
Machine Learning
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Core Methods
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Representation Learning
18,863 papers
Papers per year
2000: 2
2001: 4
2002: 2
2003: 18
2004: 4
2005: 9
2006: 62
2007: 61
2008: 74
2009: 73
2010: 96
2011: 103
2012: 131
2013: 283
2014: 255
2015: 295
2016: 426
2017: 691
2018: 1066
2019: 1798
2020: 1830
2021: 2207
2022: 2109
2023: 2560
2024: 2177
2025: 1926
2026: 601
Papers
Interpretable point cloud classification using multiple instance learning
ICCV 2025
CasP: Improving Semi-Dense Feature Matching Pipeline Leveraging Cascaded Correspondence Priors for Guidance
ICCV 2025
GenM3: Generative Pretrained Multi-path Motion Model for Text Conditional Human Motion Generation
ICCV 2025
Granular Concept Circuits: Toward a Fine-Grained Circuit Discovery for Concept Representations
ICCV 2025
Enhancing Partially Relevant Video Retrieval with Hyperbolic Learning
ICCV 2025
Text-to-Any-Skeleton Motion Generation Without Retargeting
ICCV 2025
Multi-Schema Proximity Network for Composed Image Retrieval
ICCV 2025
EditCLIP: Representation Learning for Image Editing
ICCV 2025
Cracking Instance Jigsaw Puzzles: An Alternative to Multiple Instance Learning for Whole Slide Image Analysis
ICCV 2025
RealGeneral: Unifying Visual Generation via Temporal In-Context Learning with Video Models
ICCV 2025
Mamba-3VL: Taming State Space Model for 3D Vision Language Learning
ICCV 2025
Performing Defocus Deblurring by Modeling its Formation Process
ICCV 2025
Boosting Class Representation via Semantically Related Instances for Robust Long-Tailed Learning with Noisy Labels
ICCV 2025
You Are Your Own Best Teacher: Achieving Centralized-level Performance in Federated Learning under Heterogeneous and Long-tailed Data
ICCV 2025
STDDNet: Harnessing Mamba for Video Polyp Segmentation via Spatial-aligned Temporal Modeling and Discriminative Dynamic Representation Learning
ICCV 2025
Spatio-Spectral Pattern Illumination for Direct and Indirect Separation from a Single Hyperspectral Image
ICCV 2025
Explaining Human Preferences via Metrics for Structured 3D Reconstruction
ICCV 2025
Top2Pano: Learning to Generate Indoor Panoramas from Top-Down View
ICCV 2025
Verbalized Representation Learning for Interpretable Few-Shot Generalization
ICCV 2025
VideoAuteur: Towards Long Narrative Video Generation
ICCV 2025
Is CLIP ideal? No. Can we fix it? Yes!
ICCV 2025
Federated Domain Generalization with Domain-specific Soft Prompts Generation
ICCV 2025
DIH-CLIP: Unleashing the Diversity of Multi-Head Self-Attention for Training-Free Open-Vocabulary Semantic Segmentation
ICCV 2025
PS-Mamba: Spatial-Temporal Graph Mamba for Pose Sequence Refinement
ICCV 2025
Seeing the Trees for the Forest: Rethinking Weakly-Supervised Medical Visual Grounding
ICCV 2025
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