Neural Networks

Speeding up NAS with Adaptive Subset Selection AutoML 2024 SpGesture: Source-Free Domain-adaptive sEMG-based Gesture Recognition with Jaccard Attentive Spiking Neural Network NeurIPS 2024 Spherical Mask: Coarse-to-Fine 3D Point Cloud Instance Segmentation with Spherical Representation CVPR 2024 Spike-based Neuromorphic Model for Sound Source Localization NeurIPS 2024 SpikedAttention: Training-Free and Fully Spike-Driven Transformer-to-SNN Conversion with Winner-Oriented Spike Shift for Softmax Operation NeurIPS 2024 SpikeLM: Towards General Spike-Driven Language Modeling via Elastic Bi-Spiking Mechanisms ICML 2024 SpikePoint: An Efficient Point-based Spiking Neural Network for Event Cameras Action Recognition ICLR 2024 SpikeVoice: High-Quality Text-to-Speech Via Efficient Spiking Neural Network ACL 2024 SpikingBERT: Distilling BERT to Train Spiking Language Models Using Implicit Differentiation AAAI 2024 Spiking Denoising Diffusion Probabilistic Models WACV 2024 Spiking Graph Neural Network on Riemannian Manifolds NeurIPS 2024 Spiking NeRF: Representing the Real-World Geometry by a Discontinuous Representation AAAI 2024 Spiking Neural Network as Adaptive Event Stream Slicer NeurIPS 2024 Spiking Neural Networks for Active Time-Resolved SPAD Imaging WACV 2024 SpikingResformer: Bridging ResNet and Vision Transformer in Spiking Neural Networks CVPR 2024 Spiking Token Mixer: An event-driven friendly Former structure for spiking neural networks NeurIPS 2024 Spiking Transformer with Experts Mixture NeurIPS 2024 Splat-MOVER: Multi-Stage, Open-Vocabulary Robotic Manipulation via Editable Gaussian Splatting CoRL 2024 Splatter Image: Ultra-Fast Single-View 3D Reconstruction CVPR 2024 Split-Ensemble: Efficient OOD-aware Ensemble via Task and Model Splitting ICML 2024 SSP: Semi-Signed Prioritized Neural Fitting for Surface Reconstruction From Unoriented Point Clouds WACV 2024 Stability-Informed Initialization of Neural Ordinary Differential Equations ICML 2024 StableSSM: Alleviating the Curse of Memory in State-space Models through Stable Reparameterization ICML 2024 Stacking Deep Set Networks and Pooling by Quantiles ICML 2024 STanHop: Sparse Tandem Hopfield Model for Memory-Enhanced Time Series Prediction ICLR 2024