Representation Learning

Neural Collaborative Graph Machines for Table Structure Recognition CVPR 2022 Neural Collapse with Normalized Features: A Geometric Analysis over the Riemannian Manifold NeurIPS 2022 Neural Differential Equations for Learning to Program Neural Nets Through Continuous Learning Rules NeurIPS 2022 NeuralEF: Deconstructing Kernels by Deep Neural Networks ICML 2022 Neural Estimation of Statistical Divergences JMLR 2022 Neural Estimation of Submodular Functions with Applications to Differentiable Subset Selection NeurIPS 2022 Neural Geometric Fabrics: Efficiently Learning High-Dimensional Policies from Demonstration CoRL 2022 NeuralGrasps: Learning Implicit Representations for Grasps of Multiple Robotic Hands CoRL 2022 NeuralHDHair: Automatic High-Fidelity Hair Modeling From a Single Image Using Implicit Neural Representations CVPR 2022 Neural Implicit Dictionary Learning via Mixture-of-Expert Training ICML 2022 Neural Inverse Kinematic ICML 2022 Neural Inverse Transform Sampler ICML 2022 Neural Laplace: Learning diverse classes of differential equations in the Laplace domain ICML 2022 Neural Link Prediction with Walk Pooling ICLR 2022 Neural Mesh Simplification CVPR 2022 Neural Network Architecture Beyond Width and Depth NeurIPS 2022 Neural Network Poisson Models for Behavioural and Neural Spike Train Data ICML 2022 Neural Networks can Learn Representations with Gradient Descent COLT 2022 Neural Networks in a Product of Hyperbolic Spaces NAACL 2022 Neural PCA for Flow-Based Representation Learning IJCAI 2022 Neural Point Light Fields CVPR 2022 Neural Point Process for Learning Spatiotemporal Event Dynamics L4DC 2022 Neural Points: Point Cloud Representation With Neural Fields for Arbitrary Upsampling CVPR 2022 Neural Reflectance for Shape Recovery With Shadow Handling CVPR 2022 Neural score matching for high-dimensional causal inference AISTATS 2022