Model Architecture

A Performance-Driven Benchmark for Feature Selection in Tabular Deep Learning NeurIPS 2023 A Primal-Dual Framework for Transformers and Neural Networks ICLR 2023 Architecture Matters: Uncovering Implicit Mechanisms in Graph Contrastive Learning NeurIPS 2023 Are Large Kernels Better Teachers than Transformers for ConvNets? ICML 2023 Are Straight-Through Gradients and Soft-Thresholding All You Need for Sparse Training? WACV 2023 Artificial Neuronal Ensembles with Learned Context Dependent Gating ICLR 2023 A Sequence-to-Sequence&Set Model for Text-to-Table Generation ACL 2023 A Simple Baseline for Video Restoration With Grouped Spatial-Temporal Shift CVPR 2023 A Skeletonization Algorithm for Gradient-Based Optimization ICCV 2023 ASkewSGD : An Annealed interval-constrained Optimisation method to train Quantized Neural Networks AISTATS 2023 ASPnet: Action Segmentation With Shared-Private Representation of Multiple Data Sources CVPR 2023 ATFormer: A Learned Performance Model with Transfer Learning Across Devices for Deep Learning Tensor Programs EMNLP 2023 Attend Who Is Weak: Pruning-Assisted Medical Image Localization Under Sophisticated and Implicit Imbalances WACV 2023 Attention Attention Everywhere: Monocular Depth Prediction With Skip Attention WACV 2023 Attention-Based Point Cloud Edge Sampling CVPR 2023 A Two-stage Progressive Neural Network for Acoustic Echo Cancellation Interspeech 2023 Audio-Visual Fusion using Multiscale Temporal Convolutional Attention for Time-Domain Speech Separation Interspeech 2023 Augmentation Component Analysis: Modeling Similarity via the Augmentation Overlaps ICLR 2023 A Unified Framework for Soft Threshold Pruning ICLR 2023 A Unified Optimization Framework of ANN-SNN Conversion: Towards Optimal Mapping from Activation Values to Firing Rates ICML 2023 A Unified Recognition and Correction Model under Noisy and Accent Speech Conditions Interspeech 2023 Auto-CARD: Efficient and Robust Codec Avatar Driving for Real-Time Mobile Telepresence CVPR 2023 AutoDiffusion: Training-Free Optimization of Time Steps and Architectures for Automated Diffusion Model Acceleration ICCV 2023 AutoGraph: Optimizing DNN Computation Graph for Parallel GPU Kernel Execution AAAI 2023 AutoInit: Analytic Signal-Preserving Weight Initialization for Neural Networks AAAI 2023