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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
EditCLIP: Representation Learning for Image Editing
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
LoftUp: Learning a Coordinate-Based Feature Upsampler for Vision Foundation Models
ICCV 2025
A Preliminary Exploration of Phrase-Based SMT and Multi-BPE Segmentations through Concatenated Tokenised Corpora for Low-Resource Indian Languages
EMNLP 2025
Generative Modeling of Shape-Dependent Self-Contact Human Poses
ICCV 2025
Uncover Treasures in DCT: Advancing JPEG Quality Enhancement by Exploiting Latent Correlations
ICCV 2025
How Would It Sound? Material-Controlled Multimodal Acoustic Profile Generation for Indoor Scenes
ICCV 2025
From Linearity to Non-Linearity: How Masked Autoencoders Capture Spatial Correlations
ICCV 2025
Long-Context State-Space Video World Models
ICCV 2025
End-to-End Multi-Modal Diffusion Mamba
ICCV 2025
Processing and acquisition traces in visual encoders: What does CLIP know about your camera?
ICCV 2025
EgoAgent: A Joint Predictive Agent Model in Egocentric Worlds
ICCV 2025
Global Motion Corresponder for 3D Point-Based Scene Interpolation under Large Motion
ICCV 2025
Neural Compression for 3D Geometry Sets
ICCV 2025
To Label or Not to Label: PALM - A Predictive Model for Evaluating Sample Efficiency in Active Learning Models
ICCV 2025
Laboring on less labors: RPCA Paradigm for Pan-sharpening
ICCV 2025
DreamRelation: Relation-Centric Video Customization
ICCV 2025
CARL: Causality-guided Architecture Representation Learning for an Interpretable Performance Predictor
ICCV 2025
Complex Numerical Reasoning with Numerical Semantic Pre-training Framework
EMNLP 2025
False Friends Are Not Foes: Investigating Vocabulary Overlap in Multilingual Language Models
EMNLP 2025
MV-CLAM: Multi-View Molecular Interpretation with Cross-Modal Projection via Language Model
EMNLP 2025
Domain Pre-training Impact on Representations
EMNLP 2025
Learning Robust Image Watermarking with Lossless Cover Recovery
ICCV 2025
LLMs Can Compensate for Deficiencies in Visual Representations
EMNLP 2025
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