Neural Networks

Toward Understanding Convolutional Neural Networks from Volterra Convolution Perspective JMLR 2022 Tractable & Coherent Multi-Document Summarization: Discrete Optimization of Multiple Neural Modeling Streams via Integer Linear Programming EMNLP 2022 Tractable Dendritic RNNs for Reconstructing Nonlinear Dynamical Systems ICML 2022 Training High-Performance Low-Latency Spiking Neural Networks by Differentiation on Spike Representation CVPR 2022 Training invariances and the low-rank phenomenon: beyond linear networks ICLR 2022 Training Robust Deep Models for Time-Series Domain: Novel Algorithms and Theoretical Analysis AAAI 2022 Training Spiking Neural Networks with Event-driven Backpropagation NeurIPS 2022 Training Spiking Neural Networks with Local Tandem Learning NeurIPS 2022 Training stochastic stabilized supralinear networks by dynamics-neutral growth NeurIPS 2022 Transducer-based language embedding for spoken language identification Interspeech 2022 Transferable 3D Adversarial Textures Using End-to-End Optimization WACV 2022 Transform Once: Efficient Operator Learning in Frequency Domain NeurIPS 2022 Transition to Linearity of General Neural Networks with Directed Acyclic Graph Architecture NeurIPS 2022 Transition to Linearity of Wide Neural Networks is an Emerging Property of Assembling Weak Models ICLR 2022 Translating Hanja Historical Documents to Contemporary Korean and English EMNLP 2022 Trap and Replace: Defending Backdoor Attacks by Trapping Them into an Easy-to-Replace Subnetwork NeurIPS 2022 TREC: Transient Redundancy Elimination-based Convolution NeurIPS 2022 Tricks for Training Sparse Translation Models NAACL 2022 Trigger Hunting with a Topological Prior for Trojan Detection ICLR 2022 TRUNet: Transformer-Recurrent-U Network for Multi-channel Reverberant Sound Source Separation Interspeech 2022 TTIC’s WMT-SLT 22 Sign Language Translation System EMNLP 2022 Turbocharging Solution Concepts: Solving NEs, CEs and CCEs with Neural Equilibrium Solvers NeurIPS 2022 T-WaveNet: A Tree-Structured Wavelet Neural Network for Time Series Signal Analysis ICLR 2022 Two-Stage Octave Residual Network for End-to-End Image Compression AAAI 2022 UAST: Uncertainty-Aware Siamese Tracking ICML 2022