Representation Learning

Neural-Kernel Conditional Mean Embeddings ICML 2024 Neural Lineage CVPR 2024 Neural Model Checking NeurIPS 2024 Neural Modes: Self-supervised Learning of Nonlinear Modal Subspaces CVPR 2024 Neural NeRF Compression ICML 2024 Neural Network Reparametrization for Accelerated Optimization in Molecular Simulations NeurIPS 2024 Neural Operators with Localized Integral and Differential Kernels ICML 2024 Neural Optimal Transport with General Cost Functionals ICLR 2024 Neural Oscillators for Generalization of Physics-Informed Machine Learning AAAI 2024 Neural Parametric Gaussians for Monocular Non-Rigid Object Reconstruction CVPR 2024 Neural Persistence Dynamics NeurIPS 2024 Neural Pfaffians: Solving Many Many-Electron Schrödinger Equations NeurIPS 2024 Neural Poisson Solver: A Universal and Continuous Framework for Natural Signal Blending ECCV 2024 Neural Polynomial Gabor Fields for Macro Motion Analysis ICLR 2024 Neural Pose Representation Learning for Generating and Transferring Non-Rigid Object Poses NeurIPS 2024 Neural Redshift: Random Networks are not Random Functions CVPR 2024 NeuralSolver: Learning Algorithms For Consistent and Efficient Extrapolation Across General Tasks NeurIPS 2024 Neural Spectral Methods: Self-supervised learning in the spectral domain ICLR 2024 NeuralSteiner: Learning Steiner Tree for Overflow-avoiding Global Routing in Chip Design NeurIPS 2024 Neural-Symbolic Recursive Machine for Systematic Generalization ICLR 2024 NeuroGauss4D-PCI: 4D Neural Fields and Gaussian Deformation Fields for Point Cloud Interpolation NeurIPS 2024 Neuro-Inspired Information-Theoretic Hierarchical Perception for Multimodal Learning ICLR 2024 Neuromorphic Keyword Spotting with Pulse Density Modulation MEMS Microphones Interspeech 2024 Neuron Activation Coverage: Rethinking Out-of-distribution Detection and Generalization ICLR 2024 Neuron-Enhanced AutoEncoder Matrix Completion and Collaborative Filtering: Theory and Practice ICLR 2024