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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
FreeScene: Mixed Graph Diffusion for 3D Scene Synthesis from Free Prompts
CVPR 2025
Deep Change Monitoring: A Hyperbolic Representative Learning Framework and a Dataset for Long-term Fine-grained Tree Change Detection
CVPR 2025
RoboGround: Robotic Manipulation with Grounded Vision-Language Priors
CVPR 2025
Neural Hierarchical Decomposition for Single Image Plant Modeling
CVPR 2025
TAPT: Test-Time Adversarial Prompt Tuning for Robust Inference in Vision-Language Models
CVPR 2025
MANTA: Diffusion Mamba for Efficient and Effective Stochastic Long-Term Dense Action Anticipation
CVPR 2025
Learning from Streaming Video with Orthogonal Gradients
CVPR 2025
Transformer-based Causal Language Models Perform Clustering
NAACL 2025
Feature Selection for Latent Factor Models
CVPR 2025
Optimal Transport for Brain-Image Alignment: Unveiling Redundancy and Synergy in Neural Information Processing
ICCV 2025
UniSTD: Towards Unified Spatio-Temporal Learning across Diverse Disciplines
CVPR 2025
StyleSSP: Sampling StartPoint Enhancement for Training-free Diffusion-based Method for Style Transfer
CVPR 2025
Motions as Queries: One-Stage Multi-Person Holistic Human Motion Capture
CVPR 2025
SF3D: Stable Fast 3D Mesh Reconstruction with UV-unwrapping and Illumination Disentanglement
CVPR 2025
RELexED: Retrieval-Enhanced Legal Summarization with Exemplar Diversity
NAACL 2025
Samba: A Unified Mamba-based Framework for General Salient Object Detection
CVPR 2025
GraphI2P: Image-to-Point Cloud Registration with Exploring Pattern of Correspondence via Graph Learning
CVPR 2025
SoftVQ-VAE: Efficient 1-Dimensional Continuous Tokenizer
CVPR 2025
LatentHOI: On the Generalizable Hand Object Motion Generation with Latent Hand Diffusion.
CVPR 2025
SOGS: Second-Order Anchor for Advanced 3D Gaussian Splatting
CVPR 2025
Let Samples Speak: Mitigating Spurious Correlation by Exploiting the Clusterness of Samples
CVPR 2025
Rashomon Sets for Prototypical-Part Networks: Editing Interpretable Models in Real-Time
CVPR 2025
ReCon: Enhancing True Correspondence Discrimination through Relation Consistency for Robust Noisy Correspondence Learning
CVPR 2025
Characterizing the Effects of Translation on Intertextuality using Multilingual Embedding Spaces
NAACL 2025
HotSpot: Signed Distance Function Optimization with an Asymptotically Sufficient Condition
CVPR 2025
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