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Representation Learning

4516 directly classified papers

Papers per year

Papers

Dual Memory Aggregation Network for Event-Based Object Detection with Learnable Representation AAAI 2023
Cross-View Geo-Localization via Learning Disentangled Geometric Layout Correspondence AAAI 2023
Curriculum Multi-Negative Augmentation for Debiased Video Grounding AAAI 2023
Learning Representations without Compositional Assumptions ICML 2023
MRCN: A Novel Modality Restitution and Compensation Network for Visible-Infrared Person Re-identification AAAI 2023
Deep Graph Representation Learning and Optimization for Influence Maximization ICML 2023
Learning Fractals by Gradient Descent AAAI 2023
Hyperbolic Diffusion Embedding and Distance for Hierarchical Representation Learning ICML 2023
Conditional Graph Information Bottleneck for Molecular Relational Learning ICML 2023
Rotation and Translation Invariant Representation Learning with Implicit Neural Representations ICML 2023
Learning Attribute and Class-Specific Representation Duet for Fine-Grained Fashion Analysis CVPR 2023
RePreM: Representation Pre-training with Masked Model for Reinforcement Learning AAAI 2023
GOAT: A Global Transformer on Large-scale Graphs ICML 2023
IncDSI: Incrementally Updatable Document Retrieval ICML 2023
Stable and Consistent Prediction of 3D Characteristic Orientation via Invariant Residual Learning ICML 2023
Refining Generative Process with Discriminator Guidance in Score-based Diffusion Models ICML 2023
Homomorphism AutoEncoder -- Learning Group Structured Representations from Observed Transitions ICML 2023
Neural Wave Machines: Learning Spatiotemporally Structured Representations with Locally Coupled Oscillatory Recurrent Neural Networks ICML 2023
Node Embedding from Neural Hamiltonian Orbits in Graph Neural Networks ICML 2023
Fantastic Breaks: A Dataset of Paired 3D Scans of Real-World Broken Objects and Their Complete Counterparts CVPR 2023
Leveraging Proxy of Training Data for Test-Time Adaptation ICML 2023
Neural Texture Synthesis With Guided Correspondence CVPR 2023
Robust Multiview Point Cloud Registration With Reliable Pose Graph Initialization and History Reweighting CVPR 2023
Understanding Representation Learnability of Nonlinear Self-Supervised Learning AAAI 2023
Equivariance with Learned Canonicalization Functions ICML 2023