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Grad-CAM: Visual Explanations from Deep Networks via Gradient-based Localization

7 October 2016

Ramprasaath R. Selvaraju

Devi Parikh

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Papers citing "Grad-CAM: Visual Explanations from Deep Networks via Gradient-based Localization"

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Title
Why my photos look sideways or upside down? Detecting Canonical Orientation of Images using Convolutional Neural Networks Kunal Swami Pranav P. Deshpande Gaurav Khandelwal Ajay Vijayvargiya 44 11 0 04 Dec 2017
Excitation Backprop for RNNs Sarah Adel Bargal Andrea Zunino Donghyun Kim Jianming Zhang Vittorio Murino Stan Sclaroff 166 48 0 18 Nov 2017
Beyond Sparsity: Tree Regularization of Deep Models for Interpretability Mike Wu M. C. Hughes S. Parbhoo Maurizio Zazzi Volker Roth Finale Doshi-Velez AI4CE 143 283 0 16 Nov 2017
MARGIN: Uncovering Deep Neural Networks using Graph Signal Analysis Rushil Anirudh Jayaraman J. Thiagarajan R. Sridhar T. Bremer FAtt AAML 58 12 0 15 Nov 2017
Towards Interpretable R-CNN by Unfolding Latent Structures Tianfu Wu Wei Sun Xilai Li Xi Song Yangqiu Song ObjD 62 20 0 14 Nov 2017
Grad-CAM++: Improved Visual Explanations for Deep Convolutional Networks Aditya Chattopadhyay Anirban Sarkar Prantik Howlader V. Balasubramanian FAtt 144 2,319 0 30 Oct 2017
Automatic Knee Osteoarthritis Diagnosis from Plain Radiographs: A Deep Learning-Based Approach A. Tiulpin J. Thevenot Esa Rahtu P. Lehenkari S. Saarakkala MedIm 88 470 0 29 Oct 2017
Examining CNN Representations with respect to Dataset Bias Quanshi Zhang Wenguan Wang Song-Chun Zhu SSL FAtt 61 104 0 29 Oct 2017
Interpretable Deep Learning applied to Plant Stress Phenotyping Sambuddha Ghosal David Blystone Ashutosh Kumar Singh Baskar Ganapathysubramanian Arti Singh Soumik Sarkar FAtt 21 5 0 24 Oct 2017
Convolutional Neural Networks for Histopathology Image Classification: Training vs. Using Pre-Trained Networks Brady Kieffer Morteza Babaie Shivam Kalra H. R. Tizhoosh 68 124 0 11 Oct 2017
Interpretable Convolutional Neural Networks Quanshi Zhang Ying Nian Wu Song-Chun Zhu FAtt 100 784 0 02 Oct 2017
Fast Fine-grained Image Classification via Weakly Supervised Discriminative Localization Xiangteng He Yuxin Peng Junjie Zhao WSOL 73 64 0 30 Sep 2017
Embedding Deep Networks into Visual Explanations Zhongang Qi Saeed Khorram Fuxin Li 41 27 0 15 Sep 2017
Learning Functional Causal Models with Generative Neural Networks Hugo Jair Escalante Sergio Escalera Xavier Baro Isabelle M Guyon Umut Güçlü Marcel van Gerven CML BDL 105 108 0 15 Sep 2017
Opening the Black Box of Financial AI with CLEAR-Trade: A CLass-Enhanced Attentive Response Approach for Explaining and Visualizing Deep Learning-Driven Stock Market Prediction Devinder Kumar Graham W. Taylor Alexander Wong AIFin 50 18 0 05 Sep 2017
CNN Fixations: An unraveling approach to visualize the discriminative image regions Konda Reddy Mopuri Utsav Garg R. Venkatesh Babu AAML 91 56 0 22 Aug 2017
ThiNet: A Filter Level Pruning Method for Deep Neural Network Compression Jian-Hao Luo Jianxin Wu Weiyao Lin 63 1,762 0 20 Jul 2017
Learning Photography Aesthetics with Deep CNNs G. Malu R. Bapi B. Indurkhya 47 42 0 13 Jul 2017
Meta learning Framework for Automated Driving Ahmad El-Sallab M. Saeed Omar Abdel Tawab Mohammed Abdou OffRL 44 12 0 11 Jun 2017
TIP: Typifying the Interpretability of Procedures Amit Dhurandhar Vijay Iyengar Ronny Luss Karthikeyan Shanmugam 73 36 0 09 Jun 2017
Patchnet: Interpretable Neural Networks for Image Classification Adityanarayanan Radhakrishnan Charles Durham Ali Soylemezoglu Caroline Uhler FAtt 21 12 0 23 May 2017
Picasso: A Modular Framework for Visualizing the Learning Process of Neural Network Image Classifiers Ryan Henderson R. Rothe 31 7 0 16 May 2017
FOIL it! Find One mismatch between Image and Language caption Ravi Shekhar Sandro Pezzelle Yauhen Klimovich Aurélie Herbelot Moin Nabi E. Sangineto Raffaella Bernardi 62 141 0 03 May 2017
Solar Power Plant Detection on Multi-Spectral Satellite Imagery using Weakly-Supervised CNN with Feedback Features and m-PCNN Fusion Nevrez Imamoglu Motoki Kimura H. Miyamoto A. Fujita Ryosuke Nakamura 45 12 0 21 Apr 2017
Interpretable Explanations of Black Boxes by Meaningful Perturbation Ruth C. Fong Andrea Vedaldi FAtt AAML 86 1,527 0 11 Apr 2017
It Takes Two to Tango: Towards Theory of AI's Mind Arjun Chandrasekaran Deshraj Yadav Prithvijit Chattopadhyay Viraj Prabhu Devi Parikh 108 54 0 03 Apr 2017
Knowing When to Look: Adaptive Attention via A Visual Sentinel for Image Captioning Jiasen Lu Caiming Xiong Devi Parikh R. Socher 136 1,458 0 06 Dec 2016
Making the V in VQA Matter: Elevating the Role of Image Understanding in Visual Question Answering Yash Goyal Tejas Khot D. Summers-Stay Dhruv Batra Devi Parikh CoGe 372 3,274 0 02 Dec 2016
Recent Advances in Convolutional Neural Networks Jiuxiang Gu Zhenhua Wang Jason Kuen Lianyang Ma Amir Shahroudy ... Xingxing Wang Li Wang Gang Wang Jianfei Cai Tsuhan Chen 248 5,253 0 22 Dec 2015