v1v2v3 (latest)

Striving for Simplicity: The All Convolutional Net

21 December 2014

Jost Tobias Springenberg

Alexey Dosovitskiy

Thomas Brox

Martin Riedmiller

FAtt

ArXiv (abs)PDF HTML

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

50 / 1,866 papers shown

Title
M2MRF: Many-to-Many Reassembly of Features for Tiny Lesion Segmentation in Fundus Images Qing Liu Haotian Liu Wei Ke Yixiong Liang 47 6 0 30 Oct 2021
ST-ABN: Visual Explanation Taking into Account Spatio-temporal Information for Video Recognition Masahiro Mitsuhara Tsubasa Hirakawa Takayoshi Yamashita H. Fujiyoshi 49 1 0 29 Oct 2021
Self-Supervised Learning Disentangled Group Representation as Feature Tan Wang Zhongqi Yue Jianqiang Huang Qianru Sun Hanwang Zhang OOD 90 69 0 28 Oct 2021
ConAM: Confidence Attention Module for Convolutional Neural Networks Yu Xue Ziming Yuan Ferrante Neri 54 1 0 27 Oct 2021
Revisiting Sanity Checks for Saliency Maps G. Yona D. Greenfeld AAML FAtt 56 25 0 27 Oct 2021
Does the Data Induce Capacity Control in Deep Learning? Rubing Yang Jialin Mao Pratik Chaudhari 124 16 0 27 Oct 2021
VAC-CNN: A Visual Analytics System for Comparative Studies of Deep Convolutional Neural Networks Xiwei Xuan Xiaoyu Zhang Oh-Hyun Kwon K. Ma HAI 60 18 0 25 Oct 2021
Exploiting Redundancy: Separable Group Convolutional Networks on Lie Groups David M. Knigge David W. Romero Erik J. Bekkers 92 30 0 25 Oct 2021
MUSE: Feature Self-Distillation with Mutual Information and Self-Information Yunpeng Gong Ye Yu Gaurav Mittal Greg Mori Mei Chen SSL 41 2 0 25 Oct 2021
Applications of Generative Adversarial Networks in Anomaly Detection: A Systematic Literature Review Mikael Sabuhi Ming Zhou Cor-Paul Bezemer Petr Musílek AI4TS MedIm 81 34 0 22 Oct 2021
Pixel-Level Face Image Quality Assessment for Explainable Face Recognition Philipp Terhörst Marco Huber Naser Damer Florian Kirchbuchner Kiran Raja Arjan Kuijper CVBM 165 28 0 21 Oct 2021
Comparing Deep Neural Nets with UMAP Tour Mingwei Li C. Scheidegger FAtt 51 1 0 18 Oct 2021
On the Effect of Selfie Beautification Filters on Face Detection and Recognition Pontus Hedman Vasilios Skepetzis Kevin Hernandez Diaz J. Bigün F. Alonso-Fernandez CVBM 88 22 0 17 Oct 2021
TorchEsegeta: Framework for Interpretability and Explainability of Image-based Deep Learning Models S. Chatterjee Arnab Das Chirag Mandal Budhaditya Mukhopadhyay Manish Vipinraj Aniruddh Shukla R. Rao Chompunuch Sarasaen Oliver Speck A. Nürnberger MedIm 78 15 0 16 Oct 2021
Interpretable Neural Networks with Frank-Wolfe: Sparse Relevance Maps and Relevance Orderings Jan Macdonald Mathieu Besançon Sebastian Pokutta 64 12 0 15 Oct 2021
TSGB: Target-Selective Gradient Backprop for Probing CNN Visual Saliency Lin Cheng Pengfei Fang Yanjie Liang Liao Zhang Chunhua Shen Hanzi Wang FAtt 133 12 0 11 Oct 2021
Explainability-Aware One Point Attack for Point Cloud Neural Networks Hanxiao Tan Helena Kotthaus 3DPC AAML 84 11 0 08 Oct 2021
Design Strategy Network: A deep hierarchical framework to represent generative design strategies in complex action spaces Ayush Raina Jonathan Cagan Christopher McComb AI4CE 71 13 0 07 Oct 2021
Cartoon Explanations of Image Classifiers Stefan Kolek Duc Anh Nguyen Ron Levie Joan Bruna Gitta Kutyniok FAtt 130 17 0 07 Oct 2021
AdjointBackMapV2: Precise Reconstruction of Arbitrary CNN Unit's Activation via Adjoint Operators Qing Wan Siu Wun Cheung Yoonsuck Choe 38 0 0 04 Oct 2021
Fine-Grained Neural Network Explanation by Identifying Input Features with Predictive Information Yang Zhang Ashkan Khakzar Yawei Li Azade Farshad Seong Tae Kim Nassir Navab FAtt XAI 102 29 0 04 Oct 2021
Consistent Explanations by Contrastive Learning Vipin Pillai Soroush Abbasi Koohpayegani Ashley Ouligian Dennis Fong Hamed Pirsiavash FAtt 72 21 0 01 Oct 2021
Discriminative Attribution from Counterfactuals N. Eckstein A. S. Bates G. Jefferis Jan Funke FAtt CML 44 1 0 28 Sep 2021
Optimising for Interpretability: Convolutional Dynamic Alignment Networks Moritz D Boehle Mario Fritz Bernt Schiele 29 2 0 27 Sep 2021
Time Series Model Attribution Visualizations as Explanations U. Schlegel Daniel A. Keim TDI BDL FAtt AI4TS XAI 84 15 0 27 Sep 2021
SIM2REALVIZ: Visualizing the Sim2Real Gap in Robot Ego-Pose Estimation Theo Jaunet G. Bono Romain Vuillemot Christian Wolf 66 4 0 24 Sep 2021
FUTURE-AI: Guiding Principles and Consensus Recommendations for Trustworthy Artificial Intelligence in Medical Imaging Karim Lekadira Richard Osuala C. Gallin Noussair Lazrak Kaisar Kushibar ... Nickolas Papanikolaou Zohaib Salahuddin Henry C. Woodruff Philippe Lambin L. Martí-Bonmatí AI4TS 163 62 0 20 Sep 2021
Explaining Convolutional Neural Networks by Tagging Filters Anna Nguyen Daniel Hagenmayer T. Weller Michael Färber FAtt 49 0 0 20 Sep 2021
AutoInit: Analytic Signal-Preserving Weight Initialization for Neural Networks G. Bingham Risto Miikkulainen ODL 74 4 0 18 Sep 2021
Explainability Requires Interactivity Matthias Kirchler M. Graf Marius Kloft C. Lippert FAtt AAML HAI 51 1 0 16 Sep 2021
Learnable Discrete Wavelet Pooling (LDW-Pooling) For Convolutional Networks Bo Wang J. Hsieh Ming-Ching Chang Ping-Yang Chen Lipeng Ke Siwei Lyu FAtt 56 9 0 13 Sep 2021
Unsupervised Causal Binary Concepts Discovery with VAE for Black-box Model Explanation Thien Q. Tran Kazuto Fukuchi Youhei Akimoto Jun Sakuma CML 89 10 0 09 Sep 2021
IFBiD: Inference-Free Bias Detection Ignacio Serna Daniel DeAlcala Aythami Morales Julian Fierrez J. Ortega-Garcia CVBM 109 11 0 09 Sep 2021
Discovery of New Multi-Level Features for Domain Generalization via Knowledge Corruption A. Frikha Denis Krompass Volker Tresp OOD 90 1 0 09 Sep 2021
ReLaX: Retinal Layer Attribution for Guided Explanations of Automated Optical Coherence Tomography Classification Evan Wen R. Sorenson Max Ehrlich 43 1 0 03 Sep 2021
Remote Multilinear Compressive Learning with Adaptive Compression D. Tran Moncef Gabbouj Alexandros Iosifidis 16 2 0 02 Sep 2021
GAM: Explainable Visual Similarity and Classification via Gradient Activation Maps Oren Barkan Omri Armstrong Amir Hertz Avi Caciularu Ori Katz Itzik Malkiel Noam Koenigstein GAN FAtt 61 12 0 02 Sep 2021
An Integrated Framework for the Heterogeneous Spatio-Spectral-Temporal Fusion of Remote Sensing Images Menghui Jiang Huanfeng Shen Jie Li Liangpei Zhang 78 18 0 01 Sep 2021
Spatio-Temporal Perturbations for Video Attribution Zhenqiang Li Weimin Wang Zuoyue Li Yifei Huang Yoichi Sato 60 6 0 01 Sep 2021
EG-Booster: Explanation-Guided Booster of ML Evasion Attacks Abderrahmen Amich Birhanu Eshete AAML 41 8 0 31 Aug 2021
Dead Pixel Test Using Effective Receptive Field Bum Jun Kim Hyeyeon Choi Hyeonah Jang Dong Gu Lee Wonseok Jeong Sang Woo Kim 69 27 0 31 Aug 2021
NeuroCartography: Scalable Automatic Visual Summarization of Concepts in Deep Neural Networks Haekyu Park Nilaksh Das Rahul Duggal Austin P. Wright Omar Shaikh Fred Hohman Duen Horng Chau HAI 69 25 0 29 Aug 2021
Feature Importance in a Deep Learning Climate Emulator Wei Xu Xihaier Luo Yihui Ren Ji Hwan Park Shinjae Yoo Balasubramanya T. Nadiga FAtt AI4TS 89 3 0 27 Aug 2021
A Comparison of Deep Saliency Map Generators on Multispectral Data in Object Detection Jens Bayer David Munch Michael Arens 3DPC 66 4 0 26 Aug 2021
Understanding of Kernels in CNN Models by Suppressing Irrelevant Visual Features in Images Jiafan Zhuang Wanying Tao Jianfei Xing Wei Shi Ruixuan Wang Weishi Zheng FAtt 49 3 0 25 Aug 2021
Geo-Context Aware Study of Vision-Based Autonomous Driving Models and Spatial Video Data Suphanut Jamonnak Ye Zhao Xinyi Huang Md. Amiruzzaman 48 22 0 20 Aug 2021
Toward the Understanding of Deep Text Matching Models for Information Retrieval Lijuan Chen Yanyan Lan Liang Pang Jiafeng Guo Xueqi Cheng 26 4 0 16 Aug 2021
Detecting and interpreting faults in vulnerable power grids with machine learning Odin Foldvik Eikeland Inga Setså Holmstrand Sigurd Bakkejord M. Chiesa F. Bianchi 24 13 0 16 Aug 2021
Challenges for cognitive decoding using deep learning methods A. Thomas Christopher Ré R. Poldrack AI4CE 56 6 0 16 Aug 2021
Interpreting Attributions and Interactions of Adversarial Attacks Xin Eric Wang Shuyu Lin Hao Zhang Yufei Zhu Quanshi Zhang AAML FAtt 61 15 0 16 Aug 2021