Neural Networks

EquiGraspFlow: SE(3)-Equivariant 6-DoF Grasp Pose Generative Flows CoRL 2024 Equivariant Deep Weight Space Alignment ICML 2024 Equivariant Diffusion for Crystal Structure Prediction ICML 2024 Equivariant Matrix Function Neural Networks ICLR 2024 Equivariant Scalar Fields for Molecular Docking with Fast Fourier Transforms ICLR 2024 Error Correction Output Codes for Robust Neural Networks against Weight-errors: A Neural Tangent Kernel Point of View NeurIPS 2024 Estimating Barycenters of Distributions with Neural Optimal Transport ICML 2024 EvDiG: Event-guided Direct and Global Components Separation CVPR 2024 EventRPG: Event Data Augmentation with Relevance Propagation Guidance ICLR 2024 Exact, Fast and Expressive Poisson Point Processes via Squared Neural Families AAAI 2024 Exact Fusion via Feature Distribution Matching for Few-shot Image Generation CVPR 2024 Exact Gradients for Stochastic Spiking Neural Networks Driven by Rough Signals NeurIPS 2024 Existence Is Chaos: Enhancing 3D Human Motion Prediction with Uncertainty Consideration AAAI 2024 Expand-and-Cluster: Parameter Recovery of Neural Networks ICML 2024 Explaining the Implicit Neural Canvas: Connecting Pixels to Neurons by Tracing their Contributions CVPR 2024 Exploiting Discrepancy in Feature Statistic for Out-of-Distribution Detection AAAI 2024 Exploiting Symmetric Temporally Sparse BPTT for Efficient RNN Training AAAI 2024 Exploring and Exploiting the Asymmetric Valley of Deep Neural Networks NeurIPS 2024 Exploring Channel-Aware Typical Features for Out-of-Distribution Detection AAAI 2024 Exploring DCN-like architecture for fast image generation with arbitrary resolution NeurIPS 2024 Exploring Effective Stimulus Encoding via Vision System Modeling for Visual Prostheses ICLR 2024 Exploring Energy-Based Models for Out-of-Distribution Detection in Dialect Identification Interspeech 2024 Exploring the Capability of Mamba in Speech Applications Interspeech 2024 Exploring the Complexity of Deep Neural Networks through Functional Equivalence ICML 2024 Exploring the impact of noise in low-resource ASR for Tamil EACL 2024