Neural Networks

EvoPrompting: Language Models for Code-Level Neural Architecture Search NeurIPS 2023 Exact Gradient Computation for Spiking Neural Networks via Forward Propagation AISTATS 2023 Exact Verification of ReLU Neural Control Barrier Functions NeurIPS 2023 ExBluRF: Efficient Radiance Fields for Extreme Motion Blurred Images ICCV 2023 Excess Risk of Two-Layer ReLU Neural Networks in Teacher-Student Settings and its Superiority to Kernel Methods ICLR 2023 Expected Gradients of Maxout Networks and Consequences to Parameter Initialization ICML 2023 Experimental Observations of the Topology of Convolutional Neural Network Activations AAAI 2023 Explainable Brain Age Prediction using coVariance Neural Networks NeurIPS 2023 Explaining V1 Properties with a Biologically Constrained Deep Learning Architecture NeurIPS 2023 Exploration on Physics-Informed Neural Networks on Partial Differential Equations (Student Abstract) AAAI 2023 Exploring Auditory Attention Decoding using Speaker Features Interspeech 2023 Exploring Image Augmentations for Siamese Representation Learning with Chest X-Rays MIDL 2023 Exploring Loss Functions for Time-based Training Strategy in Spiking Neural Networks NeurIPS 2023 Exploring Motion Ambiguity and Alignment for High-Quality Video Frame Interpolation CVPR 2023 Exploring perceptual straightness in learned visual representations ICLR 2023 Exploring Temporal Information Dynamics in Spiking Neural Networks AAAI 2023 Exploring the Interactions Between Target Positive and Negative Information for Acoustic Echo Cancellation Interspeech 2023 Expressive Monotonic Neural Networks ICLR 2023 Expressive probabilistic sampling in recurrent neural networks NeurIPS 2023 Expressive Sign Equivariant Networks for Spectral Geometric Learning NeurIPS 2023 Extending DNN-based Multiplicative Masking to Deep Subband Filtering for Improved Dereverberation Interspeech 2023 Extracting Low-/High- Frequency Knowledge from Graph Neural Networks and Injecting It into MLPs: An Effective GNN-to-MLP Distillation Framework AAAI 2023 F2-NeRF: Fast Neural Radiance Field Training With Free Camera Trajectories CVPR 2023 FABind: Fast and Accurate Protein-Ligand Binding NeurIPS 2023 Facial Expression Recognition with Adaptive Frame Rate based on Multiple Testing Correction ICML 2023