Model Architecture

Towards an Effective Orthogonal Dictionary Convolution Strategy AAAI 2022 Towards Efficient and Scalable Sharpness-Aware Minimization CVPR 2022 Towards Green ASR: Lossless 4-bit Quantization of a Hybrid TDNN System on the 300-hr Swithboard Corpus Interspeech 2022 Towards Interactivity and Interpretability: A Rationale-based Legal Judgment Prediction Framework EMNLP 2022 Towards Robust Vision Transformer CVPR 2022 Towards Theoretically Inspired Neural Initialization Optimization NeurIPS 2022 Toward Understanding Convolutional Neural Networks from Volterra Convolution Perspective JMLR 2022 Training Data Generating Networks: Shape Reconstruction via Bi-level Optimization ICLR 2022 Training-Free Transformer Architecture Search CVPR 2022 Training Spiking Neural Networks with Event-driven Backpropagation NeurIPS 2022 Training Structured Neural Networks Through Manifold Identification and Variance Reduction ICLR 2022 Training Your Sparse Neural Network Better with Any Mask ICML 2022 Transform Once: Efficient Operator Learning in Frequency Domain NeurIPS 2022 Transkimmer: Transformer Learns to Layer-wise Skim ACL 2022 TransMEF: A Transformer-Based Multi-Exposure Image Fusion Framework Using Self-Supervised Multi-Task Learning AAAI 2022 TREC: Transient Redundancy Elimination-based Convolution NeurIPS 2022 TRUNet: Transformer-Recurrent-U Network for Multi-channel Reverberant Sound Source Separation Interspeech 2022 Tuformer: Data-driven Design of Transformers for Improved Generalization or Efficiency ICLR 2022 TVConv: Efficient Translation Variant Convolution for Layout-Aware Visual Processing CVPR 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 UDC: Unified DNAS for Compressible TinyML Models for Neural Processing Units NeurIPS 2022 Unified Visual Transformer Compression ICLR 2022 Unify and Conquer: How Phonetic Feature Representation Affects Polyglot Text-To-Speech (TTS) Interspeech 2022 Unity: Accelerating DNN Training Through Joint Optimization of Algebraic Transformations and Parallelization OSDI 2022