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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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LP-BFGS attack: An adversarial attack based on the Hessian with limited pixels Jiebao Zhang Wenhua Qian Ren-qi Nie Jinde Cao Dan Xu AAML 68 6 0 26 Oct 2022
Explicitly Increasing Input Information Density for Vision Transformers on Small Datasets Xiangyu Chen Ying Qin Wenju Xu A. Bur Cuncong Zhong Guanghui Wang ViT 80 3 0 25 Oct 2022
Classification and Self-Supervised Regression of Arrhythmic ECG Signals Using Convolutional Neural Networks B. Grabowski P. Głomb Wojciech Masarczyk Pawel Plawiak Ozal Yildirim U. Acharya Ruyan Tan 45 3 0 25 Oct 2022
PlanT: Explainable Planning Transformers via Object-Level Representations Katrin Renz Kashyap Chitta Otniel-Bogdan Mercea A. Sophia Koepke Zeynep Akata Andreas Geiger ViT 112 101 0 25 Oct 2022
Pointly-Supervised Panoptic Segmentation Junsong Fan Zhaoxiang Zhang Tieniu Tan 98 24 0 25 Oct 2022
Towards Formal XAI: Formally Approximate Minimal Explanations of Neural Networks Shahaf Bassan Guy Katz FAtt AAML 112 26 0 25 Oct 2022
Salient Object Detection via Dynamic Scale Routing Zhenyu Wu Shuai Li Chenglizhao Chen Hong Qin Aimin Hao 65 21 0 25 Oct 2022
Geo-SIC: Learning Deformable Geometric Shapes in Deep Image Classifiers Jian Wang Miaomiao Zhang 82 10 0 25 Oct 2022
Sufficient Invariant Learning for Distribution Shift Taero Kim Sungjun Lim Kyungwoo Song OOD 69 2 0 24 Oct 2022
MS-DCANet: A Novel Segmentation Network For Multi-Modality COVID-19 Medical Images Xiaoyu Pan Huazheng Zhu Jinglong Du Guang-qin Hu Baoru Han Yuanyuan Jia 64 1 0 22 Oct 2022
Trustworthy Human Computation: A Survey H. Kashima S. Oyama Hiromi Arai Junichiro Mori 84 1 0 22 Oct 2022
Neural Architectural Backdoors Ren Pang Changjiang Li Zhaohan Xi S. Ji Ting Wang AAML 41 0 0 21 Oct 2022
LiteVL: Efficient Video-Language Learning with Enhanced Spatial-Temporal Modeling Dongsheng Chen Chaofan Tao Lu Hou Lifeng Shang Xin Jiang Qun Liu VLM 95 19 0 21 Oct 2022
Diffusion Visual Counterfactual Explanations Maximilian Augustin Valentyn Boreiko Francesco Croce Matthias Hein DiffM BDL 78 74 0 21 Oct 2022
Stochastic Adaptive Activation Function Kyungsu Lee Jaeseung Yang Haeyun Lee J. Y. Hwang 52 3 0 21 Oct 2022
XC: Exploring Quantitative Use Cases for Explanations in 3D Object Detection Sunsheng Gu Vahdat Abdelzad Krzysztof Czarnecki 64 1 0 20 Oct 2022
Towards Human-centered Explainable AI: A Survey of User Studies for Model Explanations Yao Rong Tobias Leemann Thai-trang Nguyen Lisa Fiedler Peizhu Qian Vaibhav Unhelkar Tina Seidel Gjergji Kasneci Enkelejda Kasneci ELM 108 103 0 20 Oct 2022
A Survey of Computer Vision Technologies In Urban and Controlled-environment Agriculture Jiayun Luo Boyang Albert Li Cyril Leung 144 15 0 20 Oct 2022
Towards Better Guided Attention and Human Knowledge Insertion in Deep Convolutional Neural Networks Ankit Gupta I. Sintorn HAI 100 1 0 20 Oct 2022
Standardized Medical Image Classification across Medical Disciplines Simone Mayer Dominik Muller Frank Kramer MedIm LM&MA 87 3 0 20 Oct 2022
Gradient Backpropagation based Feature Attribution to Enable Explainable-AI on the Edge Ashwin Bhat A. S. Assoa A. Raychowdhury 61 9 0 19 Oct 2022
Towards Procedural Fairness: Uncovering Biases in How a Toxic Language Classifier Uses Sentiment Information I. Nejadgholi Esma Balkir Kathleen C. Fraser S. Kiritchenko 62 3 0 19 Oct 2022
Attaining Class-level Forgetting in Pretrained Model using Few Samples Pravendra Singh Pratik Mazumder M. A. Karim VLM CLL MU 35 1 0 19 Oct 2022
Active Learning for Imbalanced Civil Infrastructure Data Thomas Frick Diego Antognini Mattia Rigotti I. Giurgiu Benjamin Grewe Cristiano Malossi AI4CE 49 3 0 19 Oct 2022
Towards Explaining Distribution Shifts Sean Kulinski David I. Inouye OffRL FAtt 110 28 0 19 Oct 2022
Computational pathology in renal disease: a comprehensive perspective M. Cossio MedIm 35 1 0 18 Oct 2022
Dense FixMatch: a simple semi-supervised learning method for pixel-wise prediction tasks Miquel Martí i Rabadán Alessandro Pieropan Hossein Azizpour A. Maki 48 3 0 18 Oct 2022
Towards Efficient and Effective Self-Supervised Learning of Visual Representations Sravanti Addepalli Kaushal Bhogale Priyam Dey R. Venkatesh Babu SSL 46 9 0 18 Oct 2022
BIOWISH: Biometric Recognition using Wearable Inertial Sensors detecting Heart Activity E. Maiorana Chiara Romano E. Schena C. Massaroni 18 14 0 18 Oct 2022
ATCON: Attention Consistency for Vision Models Ali Mirzazadeh Florian Dubost M. Pike Krish Maniar Max Zuo Christopher Lee-Messer D. Rubin 28 1 0 18 Oct 2022
FedForgery: Generalized Face Forgery Detection with Residual Federated Learning Decheng Liu Zhan Dang Chunlei Peng Yu Zheng Shuang Li N. Wang Xinbo Gao FedML 84 34 0 18 Oct 2022
Bag of Tricks for Developing Diabetic Retinopathy Analysis Framework to Overcome Data Scarcity Gitaek Kwon Eunjin Kim Sunho Kim S. Bak Minsung Kim Jaeyoung Kim 15 3 0 18 Oct 2022
Understanding CNN Fragility When Learning With Imbalanced Data Damien Dablain Kristen N. Jacobson C. Bellinger Mark Roberts Nitesh Chawla 79 42 0 17 Oct 2022
Learning Diversified Feature Representations for Facial Expression Recognition in the Wild Negar Heidari Alexandros Iosifidis CVBM 60 3 0 17 Oct 2022
Sparse Kronecker Product Decomposition: A General Framework of Signal Region Detection in Image Regression Sanyou Wu Long Feng 37 9 0 17 Oct 2022
Explaining Image Classification with Visual Debates Avinash Kori Ben Glocker Francesca Toni 56 1 0 17 Oct 2022
Cross-layer Attention Network for Fine-grained Visual Categorization Ranran Huang Yu Wang Huazhong Yang 39 3 0 17 Oct 2022
Plug-and-Play VQA: Zero-shot VQA by Conjoining Large Pretrained Models with Zero Training A. M. H. Tiong Junnan Li Boyang Albert Li Silvio Savarese Guosheng Lin MLLM 111 109 0 17 Oct 2022
ODG-Q: Robust Quantization via Online Domain Generalization Chaofan Tao Ngai Wong MQ 91 1 0 17 Oct 2022
Character-Centric Story Visualization via Visual Planning and Token Alignment Hong Chen Rujun Han Te-Lin Wu Hideki Nakayama Nanyun Peng DiffM VGen 94 32 0 16 Oct 2022
Federated Learning with Privacy-Preserving Ensemble Attention Distillation Xuan Gong Liangchen Song Rishi Vedula Abhishek Sharma Meng Zheng ... Arun Innanje Terrence Chen Junsong Yuan David Doermann Ziyan Wu FedML 85 28 0 16 Oct 2022
Video in 10 Bits: Few-Bit VideoQA for Efficiency and Privacy Shiyuan Huang Robinson Piramuthu Shih-Fu Chang Gunnar Sigurdsson 46 1 0 15 Oct 2022
HUDD: A tool to debug DNNs for safety analysis Hazem M. Fahmy F. Pastore Lionel C. Briand 62 7 0 15 Oct 2022
Decoupling Deep Learning for Interpretable Image Recognition Yitao Peng Yihang Liu Longzhen Yang Lianghua He 73 6 0 15 Oct 2022
ProtoVAE: A Trustworthy Self-Explainable Prototypical Variational Model Srishti Gautam Ahcène Boubekki Stine Hansen Suaiba Amina Salahuddin Robert Jenssen Marina M.-C. Höhne Michael C. Kampffmeyer 74 38 0 15 Oct 2022
Unsupervised Dense Nuclei Detection and Segmentation with Prior Self-activation Map For Histology Images Pingyi Chen Chenglu Zhu Zhongyi Shui Jiatong Cai S. Zheng Shichuan Zhang Ling Yang 39 4 0 14 Oct 2022
Mix and Reason: Reasoning over Semantic Topology with Data Mixing for Domain Generalization Chaoqi Chen Luyao Tang Feng Liu Gangming Zhao Yue Huang Yizhou Yu 101 32 0 14 Oct 2022
Visual Classification via Description from Large Language Models Sachit Menon Carl Vondrick VLM 103 303 0 13 Oct 2022