conftrace_

skip connection

81 papers

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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

Free Energy of Bayesian Convolutional Neural Network with Skip Connection ACML 2023
Monoaural Speech Enhancement Using a Nested U-Net with Two-Level Skip Connections INTERSPEECH 2022
AttCAT: Explaining Transformers via Attentive Class Activation Tokens NIPS 2022
Deep Architecture Connectivity Matters for Its Convergence: A Fine-Grained Analysis NIPS 2022
Old can be Gold: Better Gradient Flow can Make Vanilla-GCNs Great Again NIPS 2022
PhotoWCT2: Compact Autoencoder for Photorealistic Style Transfer Resulting From Blockwise Training and Skip Connections of High-Frequency Residuals WACV 2022
Training Your Sparse Neural Network Better with Any Mask ICML 2022
Bregman Neural Networks ICML 2022
Generalization Properties of NAS under Activation and Skip Connection Search NIPS 2022
UCTransNet: Rethinking the Skip Connections in U-Net from a Channel-Wise Perspective with Transformer AAAI 2022
Novel View Synthesis via Depth-Guided Skip Connections WACV 2021
Skip-Convolutions for Efficient Video Processing CVPR 2021
Aggregation With Feature Detection ICCV 2021
How Does Topology Influence Gradient Propagation and Model Performance of Deep Networks With DenseNet-Type Skip Connections? CVPR 2021
Improving Breadth-Wise Backpropagation in Graph Neural Networks Helps Learning Long-Range Dependencies. ICML 2021
Attention is not all you need: pure attention loses rank doubly exponentially with depth ICML 2021
Optimization of Graph Neural Networks: Implicit Acceleration by Skip Connections and More Depth ICML 2021
Progressively Complementary Network for Fisheye Image Rectification Using Appearance Flow CVPR 2021
DeFLOCNet: Deep Image Editing via Flexible Low-Level Controls CVPR 2021
Gradient Forward-Propagation for Large-Scale Temporal Video Modelling CVPR 2021
Attentional Feature Fusion WACV 2021
TempoRL: Learning When to Act ICML 2021
Architectural Adversarial Robustness: The Case for Deep Pursuit CVPR 2021
Cross-Modal Deep Face Normals With Deactivable Skip Connections CVPR 2020
SkipConvNet: Skip Convolutional Neural Network for Speech Dereverberation Using Optimally Smoothed Spectral Mapping INTERSPEECH 2020