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Methodology
← Core Methods
Machine Learning
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Core Methods
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Representation Learning
18863 directly classified 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
KeyPose: Category-Level 6D Object Pose Estimation with Self-Adaptive Keypoints
AAAI 2025
Hierarchical Compact Clustering Attention (COCA) for Unsupervised Object-Centric Learning
CVPR 2025
Enhancing Implicit Neural Representations via Symmetric Power Transformation
AAAI 2025
GeoBEV: Learning Geometric BEV Representation for Multi-view 3D Object Detection
AAAI 2025
Reconstruction Target Matters in Masked Image Modeling for Cross-Domain Few-Shot Learning
AAAI 2025
STINR: Deciphering Spatial Transcriptomics via Implicit Neural Representation
CVPR 2025
Rotation-Equivariant Self-Supervised Method in Image Denoising
CVPR 2025
Creating Your Editable 3D Photorealistic Avatar with Tetrahedron-constrained Gaussian Splatting
CVPR 2025
SpatialLLM: A Compound 3D-Informed Design towards Spatially-Intelligent Large Multimodal Models
CVPR 2025
OmniManip: Towards General Robotic Manipulation via Object-Centric Interaction Primitives as Spatial Constraints
CVPR 2025
FreeCloth: Free-form Generation Enhances Challenging Clothed Human Modeling
CVPR 2025
Consistency-aware Self-Training for Iterative-based Stereo Matching
CVPR 2025
RoboGround: Robotic Manipulation with Grounded Vision-Language Priors
CVPR 2025
Target Semantics Clustering via Text Representations for Robust Universal Domain Adaptation
AAAI 2025
DynRefer: Delving into Region-level Multimodal Tasks via Dynamic Resolution
CVPR 2025
HybridMQA: Exploring Geometry-Texture Interactions for Colored Mesh Quality Assessment
CVPR 2025
SeqMvRL: A Sequential Fusion Framework for Multi-view Representation Learning
CVPR 2025
MotionMap: Representing Multimodality in Human Pose Forecasting
CVPR 2025
Towards High-fidelity 3D Talking Avatar with Personalized Dynamic Texture
CVPR 2025
Homogeneous Dynamics Space for Heterogeneous Humans
CVPR 2025
Redundancy, Isotropy, and Intrinsic Dimensionality of Prompt-based Text Embeddings
ACL 2025
De^2Gaze: Deformable and Decoupled Representation Learning for 3D Gaze Estimation
CVPR 2025
Heterogeneous Skeleton-Based Action Representation Learning
CVPR 2025
Associative Transformer
CVPR 2025
Expanding the Scope of Negatives: Boosting Image-Text Matching with Negatives Distribution Guided Learning
AAAI 2025
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