Neural Networks

Sparse MLP for Image Recognition: Is Self-Attention Really Necessary? AAAI 2022 Sparse Winning Tickets are Data-Efficient Image Recognizers NeurIPS 2022 Sparsity in Continuous-Depth Neural Networks NeurIPS 2022 SPATE-GAN: Improved Generative Modeling of Dynamic Spatio-Temporal Patterns with an Autoregressive Embedding Loss AAAI 2022 Spatial-aware Speaker Diarizaiton for Multi-channel Multi-party Meeting Interspeech 2022 Spatiotemporal Initialization for 3D CNNs With Generated Motion Patterns WACV 2022 Spectral Bias Outside the Training Set for Deep Networks in the Kernel Regime NeurIPS 2022 SpectraNet: Learned Recognition of Artificial Satellites From High Contrast Spectroscopic Imagery WACV 2022 Speech Driven Tongue Animation CVPR 2022 Speech Quality Assessment through MOS using Non-Matching References Interspeech 2022 Speeding Up Entmax NAACL 2022 Spherization Layer: Representation Using Only Angles NeurIPS 2022 SpikeConverter: An Efficient Conversion Framework Zipping the Gap between Artificial Neural Networks and Spiking Neural Networks AAAI 2022 Spike-inspired rank coding for fast and accurate recurrent neural networks ICLR 2022 Spiking Graph Convolutional Networks IJCAI 2022 Spiking Neural Networks with Improved Inherent Recurrence Dynamics for Sequential Learning AAAI 2022 Spline-PINN: Approaching PDEs without Data Using Fast, Physics-Informed Hermite-Spline CNNs AAAI 2022 SplitNets: Designing Neural Architectures for Efficient Distributed Computing on Head-Mounted Systems CVPR 2022 SSNCSE_NLP@LT-EDI-ACL2022: Speech Recognition for Vulnerable Individuals in Tamil using pre-trained XLSR models ACL 2022 Stable Long-Term Recurrent Video Super-Resolution CVPR 2022 Stackmix: a complementary mix algorithm UAI 2022 State Transition of Dendritic Spines Improves Learning of Sparse Spiking Neural Networks ICML 2022 STDEN: Towards Physics-Guided Neural Networks for Traffic Flow Prediction AAAI 2022 Steerable 3D Spherical Neurons ICML 2022 Steerable Partial Differential Operators for Equivariant Neural Networks ICLR 2022