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Deep Learning
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Representation Learning
4516 directly classified papers
Papers per year
2006: 7
2007: 2
2008: 7
2009: 1
2010: 5
2011: 9
2012: 20
2013: 37
2014: 51
2015: 47
2016: 86
2017: 197
2018: 322
2019: 499
2020: 569
2021: 521
2022: 608
2023: 552
2024: 535
2025: 432
2026: 9
Papers
Learning Intra-view and Cross-view Geometric Knowledge for Stereo Matching
CVPR 2024
Learning Robust Deep Visual Representations From EEG Brain Recordings
WACV 2024
Probing the Emergence of Cross-lingual Alignment during LLM Training
ACL 2024
Accept the Modality Gap: An Exploration in the Hyperbolic Space
CVPR 2024
Clustering for Protein Representation Learning
CVPR 2024
LiDAR-based Person Re-identification
CVPR 2024
Activity-Biometrics: Person Identification from Daily Activities
CVPR 2024
FADES: Fair Disentanglement with Sensitive Relevance
CVPR 2024
Smooth Diffusion: Crafting Smooth Latent Spaces in Diffusion Models
CVPR 2024
Modality-Aware Representation Learning for Zero-Shot Sketch-Based Image Retrieval
WACV 2024
Who Responded to Whom: The Joint Effects of Latent Topics and Discourse in Conversation Structure
ACL 2024
Rethinking Inductive Biases for Surface Normal Estimation
CVPR 2024
MFP: Making Full Use of Probability Maps for Interactive Image Segmentation
CVPR 2024
Test-Time Linear Out-of-Distribution Detection
CVPR 2024
ASH: Animatable Gaussian Splats for Efficient and Photoreal Human Rendering
CVPR 2024
Boosting Image Restoration via Priors from Pre-trained Models
CVPR 2024
Adaptive Slot Attention: Object Discovery with Dynamic Slot Number
CVPR 2024
Blur-aware Spatio-temporal Sparse Transformer for Video Deblurring
CVPR 2024
Scribble Hides Class: Promoting Scribble-Based Weakly-Supervised Semantic Segmentation with Its Class Label
AAAI 2024
Colorizing Monochromatic Radiance Fields
AAAI 2024
Learning Infinitesimal Generators of Continuous Symmetries from Data
NIPS 2024
LAN: Learning to Adapt Noise for Image Denoising
CVPR 2024
EVS-assisted Joint Deblurring Rolling-Shutter Correction and Video Frame Interpolation through Sensor Inverse Modeling
CVPR 2024
MORPHEUS: Modeling Role from Personalized Dialogue History by Exploring and Utilizing Latent Space
EMNLP 2024
Generalizable Person Re-identification via Balancing Alignment and Uniformity
NIPS 2024
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