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Representation Learning

4,516 papers

Papers per year

Papers

SPAMs: Structured Implicit Parametric Models CVPR 2022
Representing 3D Shapes With Probabilistic Directed Distance Fields CVPR 2022
Learning ABCs: Approximate Bijective Correspondence for Isolating Factors of Variation With Weak Supervision CVPR 2022
FIFO: Learning Fog-Invariant Features for Foggy Scene Segmentation CVPR 2022
Learning Graph Regularisation for Guided Super-Resolution CVPR 2022
Programmatic Concept Learning for Human Motion Description and Synthesis CVPR 2022
DisARM: Displacement Aware Relation Module for 3D Detection CVPR 2022
Killing Two Birds With One Stone: Efficient and Robust Training of Face Recognition CNNs by Partial FC CVPR 2022
DASO: Distribution-Aware Semantics-Oriented Pseudo-Label for Imbalanced Semi-Supervised Learning CVPR 2022
AutoSDF: Shape Priors for 3D Completion, Reconstruction and Generation CVPR 2022
CLIP-Forge: Towards Zero-Shot Text-To-Shape Generation CVPR 2022
Instance-Dependent Label-Noise Learning With Manifold-Regularized Transition Matrix Estimation CVPR 2022
Rethinking the Augmentation Module in Contrastive Learning: Learning Hierarchical Augmentation Invariance With Expanded Views CVPR 2022
Equivariant Point Cloud Analysis via Learning Orientations for Message Passing CVPR 2022
Scene Consistency Representation Learning for Video Scene Segmentation CVPR 2022
CaDeX: Learning Canonical Deformation Coordinate Space for Dynamic Surface Representation via Neural Homeomorphism CVPR 2022
IDEA-Net: Dynamic 3D Point Cloud Interpolation via Deep Embedding Alignment CVPR 2022
Learning From All Vehicles CVPR 2022
BatchFormer: Learning To Explore Sample Relationships for Robust Representation Learning CVPR 2022
Improving Video Model Transfer With Dynamic Representation Learning CVPR 2022
Locality-Aware Inter- and Intra-Video Reconstruction for Self-Supervised Correspondence Learning CVPR 2022
Personalized Image Aesthetics Assessment With Rich Attributes CVPR 2022
HDNet: High-Resolution Dual-Domain Learning for Spectral Compressive Imaging CVPR 2022
Learning Deep Implicit Functions for 3D Shapes With Dynamic Code Clouds CVPR 2022
Gravitationally Lensed Black Hole Emission Tomography CVPR 2022