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105 papers

Papers

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 UCTransNet: Rethinking the Skip Connections in U-Net from a Channel-Wise Perspective with Transformer AAAI 2022 Aggregation With Feature Detection ICCV 2021 Architectural Adversarial Robustness: The Case for Deep Pursuit CVPR 2021 Attentional Feature Fusion WACV 2021 Attention is not all you need: pure attention loses rank doubly exponentially with depth ICML 2021 DARTS-: Robustly Stepping out of Performance Collapse Without Indicators ICLR 2021 DeFLOCNet: Deep Image Editing via Flexible Low-Level Controls CVPR 2021 Gradient Forward-Propagation for Large-Scale Temporal Video Modelling CVPR 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 Novel View Synthesis via Depth-Guided Skip Connections WACV 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 Skip-Convolutions for Efficient Video Processing CVPR 2021 TempoRL: Learning When to Act ICML 2021 Batch Normalization Biases Residual Blocks Towards the Identity Function in Deep Networks NeurIPS 2020 Cross-Modal Deep Face Normals With Deactivable Skip Connections CVPR 2020 Deep Isometric Learning for Visual Recognition ICML 2020 DeFINE: Deep Factorized Input Token Embeddings for Neural Sequence Modeling ICLR 2020 Implicit Euler Skip Connections: Enhancing Adversarial Robustness via Numerical Stability ICML 2020 Investigating Light-ResNet Architecture for Spoofing Detection Under Mismatched Conditions Interspeech 2020 Is the Skip Connection Provable to Reform the Neural Network Loss Landscape? IJCAI 2020 P-nets: Deep Polynomial Neural Networks CVPR 2020