skip connection

Rethinking Skip Connection with Layer Normalization COLING 2020 Skip Connections Matter: On the Transferability of Adversarial Examples Generated with ResNets ICLR 2020 SkipConvNet: Skip Convolutional Neural Network for Speech Dereverberation Using Optimally Smoothed Spectral Mapping Interspeech 2020 The Impact of Neural Network Overparameterization on Gradient Confusion and Stochastic Gradient Descent ICML 2020 Theory-Inspired Path-Regularized Differential Network Architecture Search NeurIPS 2020 Algorithm-Dependent Generalization Bounds for Overparameterized Deep Residual Networks NeurIPS 2019 Are deep ResNets provably better than linear predictors? NeurIPS 2019 Avoiding Latent Variable Collapse with Generative Skip Models AISTATS 2019 Characterizing Well-Behaved vs. Pathological Deep Neural Networks ICML 2019 Crowd Counting and Density Estimation by Trellis Encoder-Decoder Networks CVPR 2019 Dynamic Scene Deblurring With Parameter Selective Sharing and Nested Skip Connections CVPR 2019 Exploring the Encoder Layers of Discriminative Autoencoders for LVCSR Interspeech 2019 Long Short-Term Memory with Dynamic Skip Connections AAAI 2019 Monaural Speech Enhancement with Dilated Convolutions Interspeech 2019 NAT: Neural Architecture Transformer for Accurate and Compact Architectures NeurIPS 2019 ResNet and Batch-normalization Improve Data Separability ACML 2019 Understanding Geometry of Encoder-Decoder CNNs ICML 2019 Adding One Neuron Can Eliminate All Bad Local Minima NeurIPS 2018 Deep Layer Aggregation CVPR 2018 Dense Decoder Shortcut Connections for Single-Pass Semantic Segmentation CVPR 2018 Layer Trajectory LSTM Interspeech 2018 NAIS-Net: Stable Deep Networks from Non-Autonomous Differential Equations NeurIPS 2018 Optimization Algorithm Inspired Deep Neural Network Structure Design ACML 2018 Skip Connections Eliminate Singularities ICLR 2018 Visualizing the Loss Landscape of Neural Nets NeurIPS 2018