conftrace_

skip connection

81 papers

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Co-occurring keywords

convolutional neural network (4226) residual network (211) neural network optimization (1293) neural network (6616) image generation (2073) deep neural network (1803) gradient descent (1144) deep learning (2118) graph neural network (3962) diffusion model (3751)

Papers

Implicit Euler Skip Connections: Enhancing Adversarial Robustness via Numerical Stability ICML 2020
Is the Skip Connection Provable to Reform the Neural Network Loss Landscape? IJCAI 2020
P-nets: Deep Polynomial Neural Networks CVPR 2020
The Impact of Neural Network Overparameterization on Gradient Confusion and Stochastic Gradient Descent ICML 2020
Investigating Light-ResNet Architecture for Spoofing Detection Under Mismatched Conditions INTERSPEECH 2020
Rethinking Skip Connection with Layer Normalization COLING 2020
Deep Isometric Learning for Visual Recognition ICML 2020
Batch Normalization Biases Residual Blocks Towards the Identity Function in Deep Networks NIPS 2020
Theory-Inspired Path-Regularized Differential Network Architecture Search NIPS 2020
Avoiding Latent Variable Collapse with Generative Skip Models AISTATS 2019
Algorithm-Dependent Generalization Bounds for Overparameterized Deep Residual Networks NIPS 2019
Exploring the Encoder Layers of Discriminative Autoencoders for LVCSR INTERSPEECH 2019
ResNet and Batch-normalization Improve Data Separability ACML 2019
Long Short-Term Memory with Dynamic Skip Connections AAAI 2019
Are deep ResNets provably better than linear predictors? NIPS 2019
Dynamic Scene Deblurring With Parameter Selective Sharing and Nested Skip Connections CVPR 2019
Crowd Counting and Density Estimation by Trellis Encoder-Decoder Networks CVPR 2019
Understanding Geometry of Encoder-Decoder CNNs ICML 2019
Characterizing Well-Behaved vs. Pathological Deep Neural Networks ICML 2019
Monaural Speech Enhancement with Dilated Convolutions INTERSPEECH 2019
NAT: Neural Architecture Transformer for Accurate and Compact Architectures NIPS 2019
Deep Layer Aggregation CVPR 2018
Layer Trajectory LSTM INTERSPEECH 2018
Visualizing the Loss Landscape of Neural Nets NIPS 2018
Dense Decoder Shortcut Connections for Single-Pass Semantic Segmentation CVPR 2018