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Representation Learning

4,516 papers

Papers per year

Papers

Spatiotemporal Contrastive Video Representation Learning CVPR 2021
Partially View-Aligned Representation Learning With Noise-Robust Contrastive Loss CVPR 2021
Deep Optimized Priors for 3D Shape Modeling and Reconstruction CVPR 2021
Exploring Complementary Strengths of Invariant and Equivariant Representations for Few-Shot Learning CVPR 2021
DER: Dynamically Expandable Representation for Class Incremental Learning CVPR 2021
Learning by Planning: Language-Guided Global Image Editing CVPR 2021
Uncalibrated Neural Inverse Rendering for Photometric Stereo of General Surfaces CVPR 2021
Learning Compositional Representation for 4D Captures With Neural ODE CVPR 2021
Exploiting Spatial Dimensions of Latent in GAN for Real-Time Image Editing CVPR 2021
Learning Statistical Texture for Semantic Segmentation CVPR 2021
Feature Decomposition and Reconstruction Learning for Effective Facial Expression Recognition CVPR 2021
Semantic Scene Completion via Integrating Instances and Scene In-the-Loop CVPR 2021
Efficient Deformable Shape Correspondence via Multiscale Spectral Manifold Wavelets Preservation CVPR 2021
TearingNet: Point Cloud Autoencoder To Learn Topology-Friendly Representations CVPR 2021
WebFace260M: A Benchmark Unveiling the Power of Million-Scale Deep Face Recognition CVPR 2021
Convolutional Dynamic Alignment Networks for Interpretable Classifications CVPR 2021
Explore Image Deblurring via Encoded Blur Kernel Space CVPR 2021
Generative Interventions for Causal Learning CVPR 2021
Scalability vs. Utility: Do We Have To Sacrifice One for the Other in Data Importance Quantification? CVPR 2021
Hierarchical Layout-Aware Graph Convolutional Network for Unified Aesthetics Assessment CVPR 2021
Seeing Out of the Box: End-to-End Pre-Training for Vision-Language Representation Learning CVPR 2021
AdCo: Adversarial Contrast for Efficient Learning of Unsupervised Representations From Self-Trained Negative Adversaries CVPR 2021
Exploit Visual Dependency Relations for Semantic Segmentation CVPR 2021
Learning a Facial Expression Embedding Disentangled From Identity CVPR 2021
Forecasting Irreversible Disease via Progression Learning CVPR 2021