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Striving for Simplicity: The All Convolutional Net

21 December 2014

Jost Tobias Springenberg

Alexey Dosovitskiy

Thomas Brox

Martin Riedmiller

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Papers citing "Striving for Simplicity: The All Convolutional Net"

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Title
Quantifying Explainability of Saliency Methods in Deep Neural Networks with a Synthetic Dataset Erico Tjoa Cuntai Guan XAI FAtt 103 27 0 07 Sep 2020
Detection Defense Against Adversarial Attacks with Saliency Map Dengpan Ye Chuanxi Chen Changrui Liu Hao Wang Shunzhi Jiang AAML 57 28 0 06 Sep 2020
Generalization on the Enhancement of Layerwise Relevance Interpretability of Deep Neural Network Erico Tjoa Cuntai Guan FAtt 17 0 0 05 Sep 2020
Explainable Artificial Intelligence for Process Mining: A General Overview and Application of a Novel Local Explanation Approach for Predictive Process Monitoring Nijat Mehdiyev Peter Fettke AI4TS 67 55 0 04 Sep 2020
Fingerprint Feature Extraction by Combining Texture, Minutiae, and Frequency Spectrum Using Multi-Task CNN Ai Takahashi Yoshinori Koda Koichi Ito T. Aoki 40 23 0 27 Aug 2020
DeepVOX: Discovering Features from Raw Audio for Speaker Recognition in Non-ideal Audio Signals Anurag Chowdhury Arun Ross 34 2 0 26 Aug 2020
Learning Kernel for Conditional Moment-Matching Discrepancy-based Image Classification Chuan-Xian Ren Pengfei Ge D. Dai Hong Yan 65 15 0 24 Aug 2020
A Unified Taylor Framework for Revisiting Attribution Methods Huiqi Deng Na Zou Mengnan Du Weifu Chen Guo-Can Feng Helen Zhou FAtt TDI 146 21 0 21 Aug 2020
$β$ -Variational Classifiers Under Attack Marco Maggipinto M. Terzi Gian Antonio Susto AAML OOD 27 1 0 20 Aug 2020
iCaps: An Interpretable Classifier via Disentangled Capsule Networks Dahuin Jung Jonghyun Lee Jihun Yi Sungroh Yoon 136 12 0 20 Aug 2020
Anomaly Detection with Convolutional Autoencoders for Fingerprint Presentation Attack Detection Jascha Kolberg Marcel Grimmer M. Gomez-Barrero Christoph Busch AAML 52 31 0 18 Aug 2020
Comparison of Convolutional neural network training parameters for detecting Alzheimers disease and effect on visualization Arjun H. Pallath M. Dyrba 13 0 0 18 Aug 2020
Survey of XAI in digital pathology Milda Pocevičiūtė Gabriel Eilertsen Claes Lundström 75 56 0 14 Aug 2020
Novelty Detection Through Model-Based Characterization of Neural Networks Gukyeong Kwon Mohit Prabhushankar Dogancan Temel Ghassan AlRegib 53 23 0 13 Aug 2020
Key-Nets: Optical Transformation Convolutional Networks for Privacy Preserving Vision Sensors J. Byrne Brian DeCann S. Bloom PICV 38 5 0 11 Aug 2020
Predicting Risk of Developing Diabetic Retinopathy using Deep Learning Ashish Bora Siva Balasubramanian Boris Babenko S. Virmani Subhashini Venugopalan ... D. Webster A. Varadarajan N. Hammel Yun-Hui Liu Pinal Bavishi 33 146 0 10 Aug 2020
Deep learning for photoacoustic imaging: a survey Changchun Yang Hengrong Lan Feng Gao Fei Gao VLM MedIm 59 21 0 10 Aug 2020
An Explainable 3D Residual Self-Attention Deep Neural Network FOR Joint Atrophy Localization and Alzheimer's Disease Diagnosis using Structural MRI Xin Zhang Liangxiu Han Wenyong Zhu Liang Sun Daoqiang Zhang MedIm 51 123 0 10 Aug 2020
On the Accuracy of CRNNs for Line-Based OCR: A Multi-Parameter Evaluation Bernhard Liebl M. Burghardt 25 3 0 06 Aug 2020
Assessing the (Un)Trustworthiness of Saliency Maps for Localizing Abnormalities in Medical Imaging N. Arun N. Gaw P. Singh Ken Chang M. Aggarwal ... J. Patel M. Gidwani Julius Adebayo M. D. Li Jayashree Kalpathy-Cramer FAtt 105 110 0 06 Aug 2020
Axiom-based Grad-CAM: Towards Accurate Visualization and Explanation of CNNs Ruigang Fu Qingyong Hu Xiaohu Dong Yulan Guo Yinghui Gao Biao Li FAtt 97 272 0 05 Aug 2020
More Than Accuracy: Towards Trustworthy Machine Learning Interfaces for Object Recognition Hendrik Heuer Andreas Breiter HAI 47 9 0 05 Aug 2020
Implicit Saliency in Deep Neural Networks Yutong Sun Mohit Prabhushankar Ghassan AlRegib FAtt 76 9 0 04 Aug 2020
Explanation of Reinforcement Learning Model in Dynamic Multi-Agent System Xinzhi Wang Huao Li Hui Zhang M. Lewis Katia Sycara 49 4 0 04 Aug 2020
Eigen-CAM: Class Activation Map using Principal Components Mohammed Bany Muhammad M. Yeasin 78 346 0 01 Aug 2020
$Curriculum learning for improved femur fracture classification: scheduling data with prior knowledge and uncertainty$ Curriculum learning for improved femur fracture classification: scheduling data with prior knowledge and uncertainty Amelia Jiménez-Sánchez Diana Mateus S. Kirchhoff C. Kirchhoff P. Biberthaler Nassir Navab M. A. G. Ballester Gemma Piella 39 19 0 31 Jul 2020
Black-box Adversarial Sample Generation Based on Differential Evolution Junyu Lin Lei Xu Yingqi Liu Xinming Zhang AAML 67 35 0 30 Jul 2020
Weakly-Supervised Cell Tracking via Backward-and-Forward Propagation Kazuya Nishimura Junya Hayashida Chenyang Wang Dai Fei Elmer Ker Ryoma Bise 77 17 0 30 Jul 2020
The MAMe Dataset: On the relevance of High Resolution and Variable Shape image properties Ferran Parés Anna Arias-Duart Dario Garcia-Gasulla Gema Campo-Francés Nina Viladrich Eduard Ayguadé Jesús Labarta 41 6 0 27 Jul 2020
Towards Learning Convolutions from Scratch Behnam Neyshabur SSL 305 71 0 27 Jul 2020
Hierarchical Protein Function Prediction with Tail-GNNs Stefan Spalević Petar Velivcković Jovana Kovavcević Mladen Nikolic AI4CE 66 5 0 24 Jul 2020
Video Representation Learning by Recognizing Temporal Transformations Simon Jenni Givi Meishvili Paolo Favaro 192 135 0 21 Jul 2020
Pattern-Guided Integrated Gradients Robert Schwarzenberg Steffen Castle 47 1 0 21 Jul 2020
Sorted Pooling in Convolutional Networks for One-shot Learning András Horváth FAtt MLT 18 1 0 20 Jul 2020
PDO-eConvs: Partial Differential Operator Based Equivariant Convolutions Zhengyang Shen Lingshen He Zhouchen Lin Jinwen Ma 97 47 0 20 Jul 2020
Backpropagated Gradient Representations for Anomaly Detection Gukyeong Kwon Mohit Prabhushankar Dogancan Temel Ghassan AlRegib 83 75 0 18 Jul 2020
Feature Pyramid Transformer Dong Zhang Hanwang Zhang Jinhui Tang Meng Wang Xiansheng Hua Qianru Sun ViT 78 258 0 18 Jul 2020
Explanation-Guided Training for Cross-Domain Few-Shot Classification Jiamei Sun Sebastian Lapuschkin Wojciech Samek Yunqing Zhao Ngai-Man Cheung Alexander Binder 72 90 0 17 Jul 2020
Progressive Multi-stage Feature Mix for Person Re-Identification Yan Zhang Binyu He Li Sun 34 0 0 17 Jul 2020
End-to-end Deep Prototype and Exemplar Models for Predicting Human Behavior Pulkit Singh Joshua C. Peterson Ruairidh M. Battleday Thomas Griffiths 51 18 0 17 Jul 2020
Camera Bias in a Fine Grained Classification Task Philip T. G. Jackson Stephen Bonner Ning Jia Christopher J. Holder Jonathan Stonehouse B. Obara 33 4 0 16 Jul 2020
A simple defense against adversarial attacks on heatmap explanations Laura Rieger Lars Kai Hansen FAtt AAML 100 37 0 13 Jul 2020
Locality Guided Neural Networks for Explainable Artificial Intelligence Randy Tan N. Khan L. Guan 20 8 0 12 Jul 2020
Probabilistic Jacobian-based Saliency Maps Attacks Théo Combey António Loison Maxime Faucher H. Hajri AAML 110 19 0 12 Jul 2020
ManiGen: A Manifold Aided Black-box Generator of Adversarial Examples Guanxiong Liu Issa M. Khalil Abdallah Khreishah A. Algosaibi Adel Aldalbahi M. Al-Naeem Abdulaziz Alhumam Muhammad Anan AAML 30 5 0 11 Jul 2020
Usefulness of interpretability methods to explain deep learning based plant stress phenotyping Koushik Nagasubramanian Asheesh K. Singh Arti Singh Soumik Sarkar Baskar Ganapathysubramanian FAtt 36 16 0 11 Jul 2020
Scientific Discovery by Generating Counterfactuals using Image Translation Arunachalam Narayanaswamy Subhashini Venugopalan D. Webster L. Peng G. Corrado ... Abigail E. Huang Siva Balasubramanian Michael P. Brenner Phil Q. Nelson A. Varadarajan DiffM MedIm 134 21 0 10 Jul 2020
PointMask: Towards Interpretable and Bias-Resilient Point Cloud Processing Saeid Asgari Taghanaki Kaveh Hassani P. Jayaraman Amir Hosein Khas Ahmadi Tonya Custis 3DPC 54 8 0 09 Jul 2020
Evaluation for Weakly Supervised Object Localization: Protocol, Metrics, and Datasets Junsuk Choe Seong Joon Oh Sanghyuk Chun Seungho Lee Zeynep Akata Hyunjung Shim WSOL 460 25 0 08 Jul 2020
Human Trajectory Forecasting in Crowds: A Deep Learning Perspective Parth Kothari S. Kreiss Alexandre Alahi HAI AI4TS 102 242 0 07 Jul 2020