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← Learning Types
Deep Learning
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Learning Types
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Representation Learning
4,516 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
Variational-EM-Based Deep Learning for Noise-Blind Image Deblurring
CVPR 2020
Pattern-Structure Diffusion for Multi-Task Learning
CVPR 2020
Reconstruct Locally, Localize Globally: A Model Free Method for Object Pose Estimation
CVPR 2020
Intra- and Inter-Action Understanding via Temporal Action Parsing
CVPR 2020
Polarized Reflection Removal With Perfect Alignment in the Wild
CVPR 2020
Learning to Restore Low-Light Images via Decomposition-and-Enhancement
CVPR 2020
Proxy Anchor Loss for Deep Metric Learning
CVPR 2020
Single-Image HDR Reconstruction by Learning to Reverse the Camera Pipeline
CVPR 2020
Learning to Observe: Approximating Human Perceptual Thresholds for Detection of Suprathreshold Image Transformations
CVPR 2020
Extremely Dense Point Correspondences Using a Learned Feature Descriptor
CVPR 2020
Light Field Spatial Super-Resolution via Deep Combinatorial Geometry Embedding and Structural Consistency Regularization
CVPR 2020
Learning to Super Resolve Intensity Images From Events
CVPR 2020
FaceScape: A Large-Scale High Quality 3D Face Dataset and Detailed Riggable 3D Face Prediction
CVPR 2020
Foreground-Aware Relation Network for Geospatial Object Segmentation in High Spatial Resolution Remote Sensing Imagery
CVPR 2020
Meshlet Priors for 3D Mesh Reconstruction
CVPR 2020
Single Image Optical Flow Estimation With an Event Camera
CVPR 2020
StegaStamp: Invisible Hyperlinks in Physical Photographs
CVPR 2020
Rotation Equivariant Graph Convolutional Network for Spherical Image Classification
CVPR 2020
Deep Metric Learning via Adaptive Learnable Assessment
CVPR 2020
PatchVAE: Learning Local Latent Codes for Recognition
CVPR 2020
Structure-Guided Ranking Loss for Single Image Depth Prediction
CVPR 2020
Novel Object Viewpoint Estimation Through Reconstruction Alignment
CVPR 2020
Deep Global Registration
CVPR 2020
Deep Grouping Model for Unified Perceptual Parsing
CVPR 2020
Adaptive Subspaces for Few-Shot Learning
CVPR 2020
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