Model Architecture

Co-Scale Conv-Attentional Image Transformers ICCV 2021 Cough-Based COVID-19 Detection with Contextual Attention Convolutional Neural Networks and Gender Information Interspeech 2021 Coughing-Based Recognition of Covid-19 with Spatial Attentive ConvLSTM Recurrent Neural Networks Interspeech 2021 CPT: Efficient Deep Neural Network Training via Cyclic Precision ICLR 2021 CrypTen: Secure Multi-Party Computation Meets Machine Learning NeurIPS 2021 CT-Net: Channel Tensorization Network for Video Classification ICLR 2021 CvT: Introducing Convolutions to Vision Transformers ICCV 2021 CWY Parametrization: a Solution for Parallelized Optimization of Orthogonal and Stiefel Matrices AISTATS 2021 DARTS-: Robustly Stepping out of Performance Collapse Without Indicators ICLR 2021 DBNet: A Dual-Branch Network Architecture Processing on Spectrum and Waveform for Single-Channel Speech Enhancement Interspeech 2021 DDSAS: Dynamic and Differentiable Space-Architecture Search ACML 2021 DebiNet: Debiasing Linear Models with Nonlinear Overparameterized Neural Networks AISTATS 2021 Decoupled Dynamic Filter Networks CVPR 2021 Deep Analysis of CNN-Based Spatio-Temporal Representations for Action Recognition CVPR 2021 Deep Blind Video Super-Resolution ICCV 2021 Deep Frequency Principle Towards Understanding Why Deeper Learning Is Faster AAAI 2021 Deep Gradient Projection Networks for Pan-sharpening CVPR 2021 Deep Learning for Functional Data Analysis with Adaptive Basis Layers ICML 2021 Deep Learning Through the Lens of Example Difficulty NeurIPS 2021 DeepLM: Large-Scale Nonlinear Least Squares on Deep Learning Frameworks Using Stochastic Domain Decomposition CVPR 2021 Deep Low-Contrast Image Enhancement using Structure Tensor Representation AAAI 2021 Deeply Shape-Guided Cascade for Instance Segmentation CVPR 2021 Deep Matching Prior: Test-Time Optimization for Dense Correspondence ICCV 2021 Deep Neural Network Calibration for E2E Speech Recognition System Interspeech 2021 Deep Polarization Imaging for 3D Shape and SVBRDF Acquisition CVPR 2021