Representation Learning

Learning Large-scale Neural Fields via Context Pruned Meta-Learning NeurIPS 2023 Learning Latent Relations for Temporal Knowledge Graph Reasoning ACL 2023 Learning Latent Structural Relations With Message Passing Prior WACV 2023 Learning Layer-wise Equivariances Automatically using Gradients NeurIPS 2023 Learning Linear Causal Representations from Interventions under General Nonlinear Mixing NeurIPS 2023 Learning List-Level Domain-Invariant Representations for Ranking NeurIPS 2023 Learning Low Dimensional State Spaces with Overparameterized Recurrent Neural Nets ICLR 2023 Learning Markov Random Fields for Combinatorial Structures via Sampling through Lovász Local Lemma AAAI 2023 Learning Narrow One-Hidden-Layer ReLU Networks COLT 2023 Learning Neural Constitutive Laws from Motion Observations for Generalizable PDE Dynamics ICML 2023 Learning Neural Parametric Head Models CVPR 2023 Learning Neural Proto-Face Field for Disentangled 3D Face Modeling in the Wild CVPR 2023 Learning Neural Volumetric Representations of Dynamic Humans in Minutes CVPR 2023 Learning Non-Local Spatial-Angular Correlation for Light Field Image Super-Resolution ICCV 2023 Learning Nonparametric Latent Causal Graphs with Unknown Interventions NeurIPS 2023 Learning Object-Centric Dynamic Modes from Video and Emerging Properties L4DC 2023 Learning Optimal Features via Partial Invariance AAAI 2023 Learning Partial Correlation Based Deep Visual Representation for Image Classification CVPR 2023 Learning Partial Differential Equations in Reproducing Kernel Hilbert Spaces JMLR 2023 Learning Polysemantic Spoof Trace: A Multi-Modal Disentanglement Network for Face Anti-spoofing AAAI 2023 Learning Probabilistic Symmetrization for Architecture Agnostic Equivariance NeurIPS 2023 Learning Probabilistic Topological Representations Using Discrete Morse Theory ICLR 2023 Learning Query Adaptive Anchor Representation for Inductive Relation Prediction ACL 2023 Learning Rain Location Prior for Nighttime Deraining ICCV 2023 Learning Reliable Logical Rules with SATNet NeurIPS 2023