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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
Mind the Gap: Aligning Vision Foundation Models to Image Feature Matching
ICCV 2025
ArgMatch: Adaptive Refinement Gathering for Efficient Dense Matching
ICCV 2025
LVFace: Progressive Cluster Optimization for Large Vision Models in Face Recognition
ICCV 2025
Optimal Transport for Brain-Image Alignment: Unveiling Redundancy and Synergy in Neural Information Processing
ICCV 2025
Dual-level Prototype Learning for Composite Degraded Image Restoration
ICCV 2025
MonSTeR: a Unified Model for Motion, Scene, Text Retrieval
ICCV 2025
Learning Visual Proxy for Compositional Zero-Shot Learning
ICCV 2025
Processing and acquisition traces in visual encoders: What does CLIP know about your camera?
ICCV 2025
MolParser: End-to-end Visual Recognition of Molecule Structures in the Wild
ICCV 2025
EgoAgent: A Joint Predictive Agent Model in Egocentric Worlds
ICCV 2025
Controllable Latent Space Augmentation for Digital Pathology
ICCV 2025
Global Motion Corresponder for 3D Point-Based Scene Interpolation under Large Motion
ICCV 2025
Revelio: Interpreting and leveraging semantic information in diffusion models
ICCV 2025
Unfolding-Associative Encoder-Decoder Network with Progressive Alignment for Pansharpening
ICCV 2025
3DGraphLLM: Combining Semantic Graphs and Large Language Models for 3D Scene Understanding
ICCV 2025
HERMES: temporal-coHERent long-forM understanding with Episodes and Semantics
ICCV 2025
SL2A-INR: Single-Layer Learnable Activation for Implicit Neural Representation
ICCV 2025
Neural Compression for 3D Geometry Sets
ICCV 2025
Learning Robust Image Watermarking with Lossless Cover Recovery
ICCV 2025
GenHancer: Imperfect Generative Models are Secretly Strong Vision-Centric Enhancers
ICCV 2025
Colors See Colors Ignore: Clothes Changing ReID with Color Disentanglement
ICCV 2025
Polarimetric Neural Field via Unified Complex-Valued Wave Representation
ICCV 2025
CLIP-Adapted Region-to-Text Learning for Generative Open-Vocabulary Semantic Segmentation
ICCV 2025
MeshAnything V2: Artist-Created Mesh Generation with Adjacent Mesh Tokenization
ICCV 2025
Bridging Domain Generalization to Multimodal Domain Generalization via Unified Representations
ICCV 2025
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