Neural Networks

Solving Poisson Equations using Neural Walk-on-Spheres ICML 2024 Song Data Cleansing for End-to-End Neural Singer Diarization Using Neural Analysis and Synthesis Framework Interspeech 2024 SoundCount: Sound Counting from Raw Audio with Dyadic Decomposition Neural Network AAAI 2024 Space-Time Continuous PDE Forecasting using Equivariant Neural Fields NeurIPS 2024 SPADE: Sparsity-Guided Debugging for Deep Neural Networks ICML 2024 Sparse and Structured Hopfield Networks ICML 2024 Sparse Cocktail: Every Sparse Pattern Every Sparse Ratio All At Once ICML 2024 Sparse Convolutional Networks for Surface Reconstruction From Noisy Point Clouds WACV 2024 Sparse Global Matching for Video Frame Interpolation with Large Motion CVPR 2024 Sparse-IFT: Sparse Iso-FLOP Transformations for Maximizing Training Efficiency ICML 2024 Sparse Model Soups: A Recipe for Improved Pruning via Model Averaging ICLR 2024 SparseOcc: Rethinking Sparse Latent Representation for Vision-Based Semantic Occupancy Prediction CVPR 2024 Sparser, Better, Deeper, Stronger: Improving Static Sparse Training with Exact Orthogonal Initialization ICML 2024 Sparse Spiking Neural Network: Exploiting Heterogeneity in Timescales for Pruning Recurrent SNN ICLR 2024 Sparsest Models Elude Pruning: An Exposé of Pruning’s Current Capabilities ICML 2024 Spatio-Temporal Filter Analysis Improves 3D-CNN for Action Classification WACV 2024 Spatio-Temporal Interactive Learning for Efficient Image Reconstruction of Spiking Cameras NeurIPS 2024 SPDER: Semiperiodic Damping-Enabled Object Representation ICLR 2024 SpeakerBeam-SS: Real-time Target Speaker Extraction with Lightweight Conv-TasNet and State Space Modeling Interspeech 2024 Speakers Unembedded: Embedding-free Approach to Long-form Neural Diarization Interspeech 2024 Spec-Gaussian: Anisotropic View-Dependent Appearance for 3D Gaussian Splatting NeurIPS 2024 SpecNeRF: Gaussian Directional Encoding for Specular Reflections CVPR 2024 Spectral Analysis of the Neural Tangent Kernel for Deep Residual Networks JMLR 2024 SpectralNeRF: Physically Based Spectral Rendering with Neural Radiance Field AAAI 2024 Speech-Forensics: Towards Comprehensive Synthetic Speech Dataset Establishment and Analysis IJCAI 2024