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Representation Learning

4516 directly classified papers

Papers per year

Papers

Entangled View-Epipolar Information Aggregation for Generalizable Neural Radiance Fields CVPR 2024
Abstracted Shapes as Tokens - A Generalizable and Interpretable Model for Time-series Classification NIPS 2024
How to Overcome Curse-of-Dimensionality for Out-of-Distribution Detection? AAAI 2024
Multi-Head Mixture-of-Experts NIPS 2024
Residual Denoising Diffusion Models CVPR 2024
TokenHMR: Advancing Human Mesh Recovery with a Tokenized Pose Representation CVPR 2024
BiTT: Bi-directional Texture Reconstruction of Interacting Two Hands from a Single Image CVPR 2024
Cross-Domain Contrastive Learning for Time Series Clustering AAAI 2024
Pixel-level Semantic Correspondence through Layout-aware Representation Learning and Multi-scale Matching Integration CVPR 2024
Know Your Neighbors: Improving Single-View Reconstruction via Spatial Vision-Language Reasoning CVPR 2024
NeRF Director: Revisiting View Selection in Neural Volume Rendering CVPR 2024
Positive-Unlabeled Learning by Latent Group-Aware Meta Disambiguation CVPR 2024
EditGuard: Versatile Image Watermarking for Tamper Localization and Copyright Protection CVPR 2024
Mip-Splatting: Alias-free 3D Gaussian Splatting CVPR 2024
CORE-MPI: Consistency Object Removal with Embedding MultiPlane Image CVPR 2024
GaussianAvatars: Photorealistic Head Avatars with Rigged 3D Gaussians CVPR 2024
Physics-Aware Hand-Object Interaction Denoising CVPR 2024
IPoD: Implicit Field Learning with Point Diffusion for Generalizable 3D Object Reconstruction from Single RGB-D Images CVPR 2024
Towards Real-World HDR Video Reconstruction: A Large-Scale Benchmark Dataset and A Two-Stage Alignment Network CVPR 2024
Make Me a BNN: A Simple Strategy for Estimating Bayesian Uncertainty from Pre-trained Models CVPR 2024
SNIDA: Unlocking Few-Shot Object Detection with Non-linear Semantic Decoupling Augmentation CVPR 2024
Morphological Prototyping for Unsupervised Slide Representation Learning in Computational Pathology CVPR 2024
DITTO: Dual and Integrated Latent Topologies for Implicit 3D Reconstruction CVPR 2024
Learning Accurate and Bidirectional Transformation via Dynamic Embedding Transportation for Cross-Domain Recommendation AAAI 2024
Anchoring Path for Inductive Relation Prediction in Knowledge Graphs AAAI 2024