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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
M2EIT: Multi-Domain Mixture of Experts for Robust Neural Inertial Tracking
ICCV 2025
A Tiny Change, A Giant Leap: Long-Tailed Class-Incremental Learning via Geometric Prototype Alignment
ICCV 2025
Flow4Agent: Long-form Video Understanding via Motion Prior from Optical Flow
ICCV 2025
How Would It Sound? Material-Controlled Multimodal Acoustic Profile Generation for Indoor Scenes
ICCV 2025
Unsupervised Identification of Protein Compositions and Conformations via Implicit Content-Transformation Disentanglement
ICCV 2025
CaptionSmiths: Flexibly Controlling Language Pattern in Image Captioning
ICCV 2025
Learning A Unified Template for Gait Recognition
ICCV 2025
REGEN: Learning Compact Video Embedding with (Re-)Generative Decoder
ICCV 2025
Unified Multi-Agent Trajectory Modeling with Masked Trajectory Diffusion
ICCV 2025
From Linearity to Non-Linearity: How Masked Autoencoders Capture Spatial Correlations
ICCV 2025
Rep-MTL: Unleashing the Power of Representation-level Task Saliency for Multi-Task Learning
ICCV 2025
Region-based Cluster Discrimination for Visual Representation Learning
ICCV 2025
LIFT: Latent Implicit Functions for Task- and Data-Agnostic Encoding
ICCV 2025
Long-Context State-Space Video World Models
ICCV 2025
Dataset Distillation via the Wasserstein Metric
ICCV 2025
Intervening in Black Box: Concept Bottleneck Model for Enhancing Human Neural Network Mutual Understanding
ICCV 2025
Synchronization of Multiple Videos
ICCV 2025
The Scalability of Simplicity: Empirical Analysis of Vision-Language Learning with a Single Transformer
ICCV 2025
End-to-End Multi-Modal Diffusion Mamba
ICCV 2025
HPSv3: Towards Wide-Spectrum Human Preference Score
ICCV 2025
Prototype-based Contrastive Learning with Stage-wise Progressive Augmentation for Self-Supervised Fine-Grained Learning
ICCV 2025
Stepping Out of Similar Semantic Space for Open-Vocabulary Segmentation
ICCV 2025
Generative Modeling of Shape-Dependent Self-Contact Human Poses
ICCV 2025
Flow-MIL: Constructing Highly-expressive Latent Feature Space For Whole Slide Image Classification Using Normalizing Flow
ICCV 2025
Robust Multi-View Learning via Representation Fusion of Sample-Level Attention and Alignment of Simulated Perturbation
ICCV 2025
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