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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
Deep Vehicle Detection in Satellite Video R. Pflugfelder Axel Weissenfeld Julian Wagner ViT 64 4 0 14 Apr 2022
Explainable Analysis of Deep Learning Methods for SAR Image Classification Sheng Su Ziteng Cui Weiwei Guo Zenghui Zhang Wenxian Yu XAI 65 12 0 14 Apr 2022
OccAM's Laser: Occlusion-based Attribution Maps for 3D Object Detectors on LiDAR Data David Schinagl Georg Krispel Horst Possegger P. Roth Horst Bischof 3DPC 60 19 0 13 Apr 2022
Maximum Entropy Baseline for Integrated Gradients Hanxiao Tan FAtt 28 4 0 12 Apr 2022
A Multilingual Perspective Towards the Evaluation of Attribution Methods in Natural Language Inference Kerem Zaman Yonatan Belinkov 101 8 0 11 Apr 2022
Reliable Visualization for Deep Speaker Recognition Pengqi Li Lantian Li A. Hamdulla Dong Wang HAI 82 9 0 08 Apr 2022
Total Variation Optimization Layers for Computer Vision Raymond A. Yeh Yuan-Ting Hu Zhongzheng Ren Alex Schwing 53 14 0 07 Apr 2022
Visualizing Deep Neural Networks with Topographic Activation Maps A. Krug Raihan Kabir Ratul Christopher Olson Sebastian Stober FAtt AI4CE 86 4 0 07 Apr 2022
AutoProtoNet: Interpretability for Prototypical Networks Pedro Sandoval Segura W. Lawson 35 2 0 02 Apr 2022
Simulator-based explanation and debugging of hazard-triggering events in DNN-based safety-critical systems Hazem M. Fahmy F. Pastore Lionel C. Briand Thomas Stifter AAML 74 15 0 01 Apr 2022
Interpretation of Black Box NLP Models: A Survey Shivani Choudhary N. Chatterjee S. K. Saha FAtt 86 11 0 31 Mar 2022
Recognition of polar lows in Sentinel-1 SAR images with deep learning J. Grahn F. Bianchi 53 3 0 30 Mar 2022
PEGG-Net: Pixel-Wise Efficient Grasp Generation in Complex Scenes Haozhe Jasper Wang Zhiyang Liu Lei Zhou Huan Yin Marcelo H. Ang Jr 3DV 57 0 0 30 Mar 2022
A Unified Study of Machine Learning Explanation Evaluation Metrics Yipei Wang Xiaoqian Wang XAI 65 7 0 27 Mar 2022
HINT: Hierarchical Neuron Concept Explainer Andong Wang Wei-Ning Lee Xiaojuan Qi 64 19 0 27 Mar 2022
Precipitaion Nowcasting using Deep Neural Network M. Bakkay M. Serrurier Valentin Kivachuk Burdá Florian Dupuy Naty Citlali Cabrera-Gutiérrez ... Maud-Alix Mader O. Mestre G. Oller J. Jouhaud L. Terray AI4Cl 38 3 0 24 Mar 2022
Interpretable Prediction of Pulmonary Hypertension in Newborns using Echocardiograms H. Ragnarsdóttir Laura Manduchi H. Michel F. Laumer S. Wellmann Ece Ozkan Julia-Franziska Vogt 51 3 0 24 Mar 2022
A survey on GANs for computer vision: Recent research, analysis and taxonomy Guillermo Iglesias Edgar Talavera Alberto Díaz-Álvarez EGVM AI4TS 108 62 0 21 Mar 2022
CNN Attention Guidance for Improved Orthopedics Radiographic Fracture Classification Zhibin Liao Kewen Liao Haifeng Shen M. F. van Boxel J. Prijs R. Jaarsma J. Doornberg Anton Van Den Hengel Johan Verjans 59 17 0 21 Mar 2022
Visualizing Global Explanations of Point Cloud DNNs Hanxiao Tan 3DPC 86 8 0 17 Mar 2022
Explainability in Graph Neural Networks: An Experimental Survey Peibo Li Yixing Yang Maurice Pagnucco Yang Song 63 31 0 17 Mar 2022
Beyond Explaining: Opportunities and Challenges of XAI-Based Model Improvement Leander Weber Sebastian Lapuschkin Alexander Binder Wojciech Samek 109 103 0 15 Mar 2022
Don't Get Me Wrong: How to Apply Deep Visual Interpretations to Time Series Christoffer Loeffler Wei-Cheng Lai Bjoern M. Eskofier Dario Zanca Lukas M. Schmidt Christopher Mutschler FAtt AI4TS 68 6 0 14 Mar 2022
Evaluating Explainable AI on a Multi-Modal Medical Imaging Task: Can Existing Algorithms Fulfill Clinical Requirements? Weina Jin Xiaoxiao Li Ghassan Hamarneh 52 52 0 12 Mar 2022
LFW-Beautified: A Dataset of Face Images with Beautification and Augmented Reality Filters Pontus Hedman Vasilios Skepetzis Kevin Hernandez Diaz J. Bigün F. Alonso-Fernandez CVBM 38 3 0 11 Mar 2022
Human Silhouette and Skeleton Video Synthesis through Wi-Fi signals D. Avola Marco Cascio Luigi Cinque Alessio Fagioli G. Foresti 83 8 0 11 Mar 2022
Adversarial Texture for Fooling Person Detectors in the Physical World Zhan Hu Siyuan Huang Xiaopei Zhu Gang Hua Bo Zhang Xiaolin Hu AAML 77 108 0 07 Mar 2022
Art-Attack: Black-Box Adversarial Attack via Evolutionary Art P. Williams Ke Li AAML 57 2 0 07 Mar 2022
Fidelity of Interpretability Methods and Perturbation Artifacts in Neural Networks L. Brocki N. C. Chung AAML 39 4 0 06 Mar 2022
Do Explanations Explain? Model Knows Best Ashkan Khakzar Pedram J. Khorsandi Rozhin Nobahari Nassir Navab XAI AAML FAtt 38 24 0 04 Mar 2022
The Theoretical Expressiveness of Maxpooling Kyle Matoba Nikolaos Dimitriadis Franccois Fleuret FAtt 52 3 0 02 Mar 2022
Styleverse: Towards Identity Stylization across Heterogeneous Domains Jia Li Jie Cao Junxian Duan Ran He 63 0 0 02 Mar 2022
Global-Local Regularization Via Distributional Robustness Hoang Phan Trung Le Trung-Nghia Phung Tu Bui Nhat Ho Dinh Q. Phung OOD 91 13 0 01 Mar 2022
Continuous Human Action Recognition for Human-Machine Interaction: A Review Harshala Gammulle David Ahmedt-Aristizabal Simon Denman Lachlan Tychsen-Smith L. Petersson Clinton Fookes 121 28 0 26 Feb 2022
Human-Centered Concept Explanations for Neural Networks Chih-Kuan Yeh Been Kim Pradeep Ravikumar FAtt 85 27 0 25 Feb 2022
A Rigorous Study of Integrated Gradients Method and Extensions to Internal Neuron Attributions Daniel Lundstrom Tianjian Huang Meisam Razaviyayn FAtt 105 70 0 24 Feb 2022
Explanatory Paradigms in Neural Networks Ghassan AlRegib Mohit Prabhushankar FAtt XAI 57 12 0 24 Feb 2022
Training Characteristic Functions with Reinforcement Learning: XAI-methods play Connect Four S. Wäldchen Felix Huber Sebastian Pokutta FAtt 61 8 0 23 Feb 2022
Using Deep Reinforcement Learning with Automatic Curriculum Learning for Mapless Navigation in Intralogistics Honghu Xue Benedikt Hein M. Bakr Georg Schildbach Bengt Abel Elmar Rueckert 123 18 0 23 Feb 2022
Listen to Interpret: Post-hoc Interpretability for Audio Networks with NMF Jayneel Parekh Sanjeel Parekh Pavlo Mozharovskyi Florence dÁlché-Buc G. Richard 67 25 0 23 Feb 2022
Evaluating Feature Attribution Methods in the Image Domain Arne Gevaert Axel-Jan Rousseau Thijs Becker D. Valkenborg T. D. Bie Yvan Saeys FAtt 69 23 0 22 Feb 2022
Offline Text-Independent Writer Identification based on word level data Vineet Kumar Suresh Sundaram 55 9 0 21 Feb 2022
HDAM: Heuristic Difference Attention Module for Convolutional Neural Networks Yu Xue Zi-Wei Yuan 104 0 0 19 Feb 2022
Guidelines and Evaluation of Clinical Explainable AI in Medical Image Analysis Weina Jin Xiaoxiao Li M. Fatehi Ghassan Hamarneh ELM XAI 76 95 0 16 Feb 2022
TimeREISE: Time-series Randomized Evolving Input Sample Explanation Dominique Mercier Andreas Dengel Sheraz Ahmed AI4TS 53 7 0 16 Feb 2022
Don't Lie to Me! Robust and Efficient Explainability with Verified Perturbation Analysis Thomas Fel Mélanie Ducoffe David Vigouroux Rémi Cadène Mikael Capelle C. Nicodeme Thomas Serre AAML 68 42 0 15 Feb 2022
DualConv: Dual Convolutional Kernels for Lightweight Deep Neural Networks Jiachen Zhong Junying Chen Ajmal Mian 46 63 0 15 Feb 2022
Measurably Stronger Explanation Reliability via Model Canonization Franz Motzkus Leander Weber Sebastian Lapuschkin FAtt 57 8 0 14 Feb 2022
Towards Best Practice of Interpreting Deep Learning Models for EEG-based Brain Computer Interfaces Jian Cui Liqiang Yuan Zhaoxiang Wang Ruilin Li Tianzi Jiang 34 11 0 12 Feb 2022
Time to Focus: A Comprehensive Benchmark Using Time Series Attribution Methods Dominique Mercier Jwalin Bhatt Andreas Dengel Sheraz Ahmed AI4TS 92 11 0 08 Feb 2022