Identity Mappings in Deep Residual Networks

16 March 2016

Papers citing "Identity Mappings in Deep Residual Networks"

50 / 1,583 papers shown

Title
DNN gradient lossless compression: Can GenNorm be the answer? Zhongzhu Chen Eduin E. Hernandez Yu-Chih Huang Stefano Rini 36 9 0 15 Nov 2021
Constrained Instance and Class Reweighting for Robust Learning under Label Noise Abhishek Kumar Ehsan Amid NoLa 35 19 0 09 Nov 2021
SMU: smooth activation function for deep networks using smoothing maximum technique Koushik Biswas Sandeep Kumar Shilpak Banerjee A. Pandey 36 32 0 08 Nov 2021
Look at the Variance! Efficient Black-box Explanations with Sobol-based Sensitivity Analysis Thomas Fel Rémi Cadène Mathieu Chalvidal Matthieu Cord David Vigouroux Thomas Serre MLAU FAtt AAML 123 61 0 07 Nov 2021
A Syntax-Guided Grammatical Error Correction Model with Dependency Tree Correction Zhaohong Wan Xiaojun Wan 38 6 0 05 Nov 2021
Multi-Cue Adaptive Emotion Recognition Network W. Costa David Macêdo Cleber Zanchettin L. Figueiredo Veronica Teichrieb CVBM 26 1 0 03 Nov 2021
Beyond PRNU: Learning Robust Device-Specific Fingerprint for Source Camera Identification ·. Manisha Chang-Tsun Li Xufeng Lin Karunakar A. Kotegar AAML 32 10 0 03 Nov 2021
Deep-Learning-Based Single-Image Height Reconstruction from Very-High-Resolution SAR Intensity Data M. Recla M. Schmitt 22 31 0 03 Nov 2021
A trained humanoid robot can perform human-like crossmodal social attention and conflict resolution Di Fu Fares Abawi Hugo C. C. Carneiro Matthias Kerzel Ziwei Chen Erik Strahl Xun Liu S. Wermter 23 6 0 02 Nov 2021
Accounting for Dependencies in Deep Learning Based Multiple Instance Learning for Whole Slide Imaging Andriy Myronenko Ziyue Xu Dong Yang H. Roth Daguang Xu 19 49 0 01 Nov 2021
RMNet: Equivalently Removing Residual Connection from Networks Fanxu Meng Hao Cheng Jia-Xin Zhuang Ke Li Xing Sun 31 11 0 01 Nov 2021
Neo: Generalizing Confusion Matrix Visualization to Hierarchical and Multi-Output Labels Jochen Görtler AmirEmad Ghassami Dominik Moritz Kanit Wongsuphasawat Donghao Ren Rahul Nair Marc Kirchner Kayur Patel GNN HAI 52 62 0 24 Oct 2021
NAS-FCOS: Efficient Search for Object Detection Architectures Ning Wang Yang Gao Hao Chen Peng Wang Zhi Tian Chunhua Shen Yanning Zhang ObjD 64 19 0 24 Oct 2021
Attend and Guide (AG-Net): A Keypoints-driven Attention-based Deep Network for Image Recognition Asish Bera Zachary Wharton Yonghuai Liu Nikolaos Bessis Ardhendu Behera 34 42 0 23 Oct 2021
Logical Activation Functions: Logit-space equivalents of Probabilistic Boolean Operators S. Lowe Robert C. Earle Jason dÉon Thomas Trappenberg Sageev Oore 23 1 0 22 Oct 2021
PropMix: Hard Sample Filtering and Proportional MixUp for Learning with Noisy Labels F. Cordeiro Vasileios Belagiannis Ian Reid G. Carneiro NoLa 30 18 0 22 Oct 2021
Explainable, automated urban interventions to improve pedestrian and vehicle safety Cristina Bustos Daniel Rhoads Albert Solé-Ribalta David Masip Alexandre Arenas Àgata Lapedriza Javier Borge-Holthoefer 26 28 0 22 Oct 2021
Signature-Graph Networks Ali Hamdi Flora D. Salim D. Kim Xiaojun Chang 26 1 0 22 Oct 2021
FDGATII : Fast Dynamic Graph Attention with Initial Residual and Identity Mapping Gayan K. Kulatilleke Marius Portmann Ryan K. L. Ko Shekhar S. Chandra 25 9 0 21 Oct 2021
Learning OFDM Waveforms with PAPR and ACLR Constraints Mathieu Goutay Fayccal Ait Aoudia J. Hoydis J. Gorce 32 4 0 21 Oct 2021
Training Deep Neural Networks with Adaptive Momentum Inspired by the Quadratic Optimization Tao Sun Huaming Ling Zuoqiang Shi Dongsheng Li Bao Wang ODL 27 13 0 18 Oct 2021
Supervised Metric Learning for Music Structure Features Ju-Chiang Wang Jordan B. L. Smith Weiyi Lu Xuchen Song 19 17 0 18 Oct 2021
TESDA: Transform Enabled Statistical Detection of Attacks in Deep Neural Networks C. Amarnath Aishwarya H. Balwani Kwondo Ma Abhijit Chatterjee AAML 23 3 0 16 Oct 2021
Trade-offs of Local SGD at Scale: An Empirical Study Jose Javier Gonzalez Ortiz Jonathan Frankle Michael G. Rabbat Ari S. Morcos Nicolas Ballas FedML 43 19 0 15 Oct 2021
High-throughput Phenotyping of Nematode Cysts Long Chen M. Daub Hans-Georg Luigs Marcus Jansen M. Strauch Dorit Merhof 20 6 0 13 Oct 2021
Fuzzy Overclustering: Semi-Supervised Classification of Fuzzy Labels with Overclustering and Inverse Cross-Entropy Lars Schmarje Johannes Brunger M. Santarossa Simon-Martin Schroder R. Kiko Reinhard Koch 52 17 0 13 Oct 2021
Parallel Deep Neural Networks Have Zero Duality Gap Yifei Wang Tolga Ergen Mert Pilanci 79 10 0 13 Oct 2021
MEDUSA: Multi-scale Encoder-Decoder Self-Attention Deep Neural Network Architecture for Medical Image Analysis Hossein Aboutalebi Maya Pavlova Hayden Gunraj M. Shafiee A. Sabri Amer Alaref Alexander Wong 30 17 0 12 Oct 2021
Heavy Ball Neural Ordinary Differential Equations Hedi Xia Vai Suliafu H. Ji T. Nguyen Andrea L. Bertozzi Stanley J. Osher Bao Wang 48 56 0 10 Oct 2021
A Loss Curvature Perspective on Training Instability in Deep Learning Justin Gilmer Behrooz Ghorbani Ankush Garg Sneha Kudugunta Behnam Neyshabur David E. Cardoze George E. Dahl Zachary Nado Orhan Firat ODL 36 35 0 08 Oct 2021
Observations on K-image Expansion of Image-Mixing Augmentation for Classification Joonhyun Jeong Sungmin Cha Jongwon Choi Sangdoo Yun Taesup Moon Y. Yoo VLM 28 6 0 08 Oct 2021
Trident Pyramid Networks: The importance of processing at the feature pyramid level for better object detection Cédric Picron Tinne Tuytelaars 35 4 0 08 Oct 2021
Automated Feature-Specific Tree Species Identification from Natural Images using Deep Semi-Supervised Learning Dewald Homan J. D. Preez 20 12 0 08 Oct 2021
Speeding up Deep Model Training by Sharing Weights and Then Unsharing Shuo Yang Le Hou Xiaodan Song Qiang Liu Denny Zhou 113 9 0 08 Oct 2021
Label Noise in Adversarial Training: A Novel Perspective to Study Robust Overfitting Chengyu Dong Liyuan Liu Jingbo Shang NoLa AAML 69 18 0 07 Oct 2021
On the Generalization of Models Trained with SGD: Information-Theoretic Bounds and Implications Ziqiao Wang Yongyi Mao FedML MLT 44 22 0 07 Oct 2021
Towards Robotic Knee Arthroscopy: Multi-Scale Network for Tissue-Tool Segmentation Shahnewaz Ali R. Crawford Frederic Maire Ajay K. Pandey 19 2 0 06 Oct 2021
Anchor-free Oriented Proposal Generator for Object Detection Gong Cheng Jiabao Wang Ke Li Xingxing Xie Chunbo Lang Yanqing Yao Junwei Han ObjD 46 295 0 05 Oct 2021
AASIST: Audio Anti-Spoofing using Integrated Spectro-Temporal Graph Attention Networks Jee-weon Jung Hee-Soo Heo Hemlata Tak Hye-jin Shim Joon Son Chung Bong-Jin Lee Ha-Jin Yu Nicholas W. D. Evans 160 284 0 04 Oct 2021
Molecule3D: A Benchmark for Predicting 3D Geometries from Molecular Graphs Zhao Xu Youzhi Luo Xuan Zhang Xinyi Xu Yaochen Xie Meng Liu Kaleb Dickerson Cheng Deng Maho Nakata Shuiwang Ji 52 40 0 30 Sep 2021
Physics and Equality Constrained Artificial Neural Networks: Application to Forward and Inverse Problems with Multi-fidelity Data Fusion S. Basir Inanc Senocak PINN AI4CE 39 68 0 30 Sep 2021
The Object at Hand: Automated Editing for Mixed Reality Video Guidance from Hand-Object Interactions Yao Lu Walterio W. Mayol-Cuevas 27 5 0 29 Sep 2021
Combining Human Predictions with Model Probabilities via Confusion Matrices and Calibration Gavin Kerrigan Padhraic Smyth M. Steyvers 30 48 0 29 Sep 2021
Cross-domain Semi-Supervised Audio Event Classification Using Contrastive Regularization Donmoon Lee Kyogu Lee 25 3 0 29 Sep 2021
Improved Xception with Dual Attention Mechanism and Feature Fusion for Face Forgery Detection Hao Lin Weiqi Luo Kangkang Wei Minglin Liu CVBM AAML 3DPC 52 16 0 29 Sep 2021
Vitruvion: A Generative Model of Parametric CAD Sketches Ari Seff Wenda Zhou Nick Richardson Ryan P. Adams 32 64 0 29 Sep 2021
SAU: Smooth activation function using convolution with approximate identities Koushik Biswas Sandeep Kumar Shilpak Banerjee A. Pandey 27 6 0 27 Sep 2021
AI in Osteoporosis S. Makrogiannis Keni Zheng 16 0 0 22 Sep 2021
Reconstructing Cosmic Polarization Rotation with ResUNet-CMB E. Guzman Joel Meyers 30 9 0 20 Sep 2021
AutoInit: Analytic Signal-Preserving Weight Initialization for Neural Networks G. Bingham Risto Miikkulainen ODL 24 4 0 18 Sep 2021