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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
Open-Set Recognition with Gradient-Based Representations Jinsol Lee Ghassan AlRegib VLM BDL 69 9 0 16 Jun 2022
Trajectory-guided Control Prediction for End-to-end Autonomous Driving: A Simple yet Strong Baseline Peng Wu Xiaosong Jia Li Chen Junchi Yan Hongyang Li Yu Qiao 98 204 0 16 Jun 2022
Channel Importance Matters in Few-Shot Image Classification Xu Luo Jing Xu Zenglin Xu VLM 90 42 0 16 Jun 2022
Identifying Electrocardiogram Abnormalities Using a Handcrafted-Rule-Enhanced Neural Network Yu Bian Jintai Chen Xiaojun Chen Xiaoxian Yang Da Chen Jian Wu 48 10 0 16 Jun 2022
ELUDE: Generating interpretable explanations via a decomposition into labelled and unlabelled features V. V. Ramaswamy Sunnie S. Y. Kim Nicole Meister Ruth C. Fong Olga Russakovsky FAtt 80 14 0 15 Jun 2022
Coarse-to-Fine Vision-Language Pre-training with Fusion in the Backbone Zi-Yi Dou Aishwarya Kamath Zhe Gan Pengchuan Zhang Jianfeng Wang ... Ce Liu Yann LeCun Nanyun Peng Jianfeng Gao Lijuan Wang VLM ObjD 115 129 0 15 Jun 2022
VisageSynTalk: Unseen Speaker Video-to-Speech Synthesis via Speech-Visage Feature Selection Joanna Hong Minsu Kim Y. Ro CVBM DiffM 65 8 0 15 Jun 2022
Beyond Grounding: Extracting Fine-Grained Event Hierarchies Across Modalities Hammad A. Ayyubi Christopher Thomas Lovish Chum R. Lokesh Long Chen ... Xudong Lin Xuande Feng Jaywon Koo Sounak Ray Shih-Fu Chang AI4TS 64 0 0 14 Jun 2022
Attributions Beyond Neural Networks: The Linear Program Case Florian Peter Busch Matej Zečević Kristian Kersting Devendra Singh Dhami FAtt 41 0 0 14 Jun 2022
SBERT studies Meaning Representations: Decomposing Sentence Embeddings into Explainable Semantic Features Juri Opitz Anette Frank 94 37 0 14 Jun 2022
A Survey of Automated Data Augmentation Algorithms for Deep Learning-based Image Classification Tasks Z. Yang Richard Sinnott James Bailey Qiuhong Ke 80 44 0 14 Jun 2022
InBiaseD: Inductive Bias Distillation to Improve Generalization and Robustness through Shape-awareness Shruthi Gowda Bahram Zonooz Elahe Arani 66 5 0 12 Jun 2022
SeATrans: Learning Segmentation-Assisted diagnosis model via Transformer Junde Wu Huihui Fang Fangxin Shang Dalu Yang Zhao-Yang Wang Jing Gao Yehui Yang Yanwu Xu MedIm ViT 92 19 0 12 Jun 2022
Preprocessing Enhanced Image Compression for Machine Vision Guo Lu Xingtong Ge Tianxiong Zhong Jing Geng Qiang Hu 65 24 0 12 Jun 2022
Deep Learning Models for Automated Classification of Dog Emotional States from Facial Expressions Tali Boneh-Shitrit Shirzad Amir A. Bremhorst D. Mills S. Riemer Dror Fried Anna Zamansky 49 9 0 11 Jun 2022
Precise Affordance Annotation for Egocentric Action Video Datasets Zecheng Yu Yifei Huang Ryosuke Furuta Takuma Yagi Yusuke Goutsu Yoichi Sato EgoV 54 0 0 11 Jun 2022
Object Instance Identification in Dynamic Environments Takuma Yagi Md. Tasnimul Hasan Yoichi Sato 26 0 0 10 Jun 2022
Is Self-Supervised Learning More Robust Than Supervised Learning? Yuanyi Zhong Haoran Tang Jun-Kun Chen Jian-wei Peng Yu-Xiong Wang SSL OOD 77 25 0 10 Jun 2022
GASP: Gated Attention For Saliency Prediction Fares Abawi Tom Weber S. Wermter 46 6 0 09 Jun 2022
BFS-Net: Weakly Supervised Cell Instance Segmentation from Bright-Field Microscopy Z-Stacks Shervin Dehghani Benjamin Busam Nassir Navab A. Nasseri 45 0 0 09 Jun 2022
DORA: Exploring Outlier Representations in Deep Neural Networks Kirill Bykov Mayukh Deb Dennis Grinwald Klaus-Robert Muller Marina M.-C. Höhne 123 13 0 09 Jun 2022
Spatial-temporal Concept based Explanation of 3D ConvNets Yi Ji Yu Wang K. Mori Jien Kato 3DPC FAtt 85 7 0 09 Jun 2022
SwinCheX: Multi-label classification on chest X-ray images with transformers Sina Taslimi Soroush Taslimi Nima Fathi Mohammad Salehi M. Rohban ViT MedIm 83 27 0 09 Jun 2022
OOD Augmentation May Be at Odds with Open-Set Recognition Mohammad Azizmalayeri M. Rohban 68 9 0 09 Jun 2022
Challenges in Applying Explainability Methods to Improve the Fairness of NLP Models Esma Balkir S. Kiritchenko I. Nejadgholi Kathleen C. Fraser 90 37 0 08 Jun 2022
Large Loss Matters in Weakly Supervised Multi-Label Classification Youngwook Kim Jae Myung Kim Zeynep Akata Jungwook Lee NoLa 79 47 0 08 Jun 2022
Spatial Cross-Attention Improves Self-Supervised Visual Representation Learning M. Seyfi Amin Banitalebi-Dehkordi Yong Zhang SSL 54 0 0 07 Jun 2022
From Attribution Maps to Human-Understandable Explanations through Concept Relevance Propagation Reduan Achtibat Maximilian Dreyer Ilona Eisenbraun S. Bosse Thomas Wiegand Wojciech Samek Sebastian Lapuschkin FAtt 84 148 0 07 Jun 2022
Transformer-based Personalized Attention Mechanism for Medical Images with Clinical Records Yusuke Takagi Noriaki Hashimoto Hiroki Masuda H. Miyoshi K. Ohshima H. Hontani Ichiro Takeuchi ViT MedIm 52 9 0 07 Jun 2022
GRETEL: A unified framework for Graph Counterfactual Explanation Evaluation Mario Alfonso Prado-Romero Giovanni Stilo 42 16 0 07 Jun 2022
Dual Decomposition of Convex Optimization Layers for Consistent Attention in Medical Images Tom Ron M. Weiler-Sagie Tamir Hazan FAtt MedIm 75 6 0 06 Jun 2022
E^2VTS: Energy-Efficient Video Text Spotting from Unmanned Aerial Vehicles Zhenyu Hu Zhenyu Wu Pengcheng Pi Yunhe Xue Jiayi Shen Jianchao Tan Xiangru Lian Zhangyang Wang Ji Liu 56 3 0 05 Jun 2022
Accurate Virus Identification with Interpretable Raman Signatures by Machine Learning Jiarong Ye Y. Yeh Yuan Xue Ziyang Wang N. Zhang ... Huaguang Lu E. Ghedin M. Terrones Shengxi Huang Sharon X. Huang 29 37 0 05 Jun 2022
M2FNet: Multi-modal Fusion Network for Emotion Recognition in Conversation Vishal M. Chudasama P. Kar Ashish Gudmalwar Nirmesh J. Shah Pankaj Wasnik N. Onoe 70 114 0 05 Jun 2022
Detecting Pulmonary Embolism from Computed Tomography Using Convolutional Neural Network Chia-Hung Yang Yun-Chien Cheng Chin-Yu Kuo 16 0 0 03 Jun 2022
Entangled Residual Mappings Mathias Lechner Ramin Hasani Z. Babaiee Radu Grosu Daniela Rus T. Henzinger Sepp Hochreiter 78 5 0 02 Jun 2022
Which Explanation Should I Choose? A Function Approximation Perspective to Characterizing Post Hoc Explanations Tessa Han Suraj Srinivas Himabindu Lakkaraju FAtt 114 88 0 02 Jun 2022
Optimizing Relevance Maps of Vision Transformers Improves Robustness Hila Chefer Idan Schwartz Lior Wolf ViT 102 38 0 02 Jun 2022
Feature Space Particle Inference for Neural Network Ensembles Shingo Yashima Teppei Suzuki Kohta Ishikawa Ikuro Sato Rei Kawakami BDL 66 11 0 02 Jun 2022
MISSU: 3D Medical Image Segmentation via Self-distilling TransUNet Nan Wang Shaohui Lin Xiaoxiao Li Ke Li Yunhang Shen Yue Gao Lizhuang Ma ViT MedIm 100 35 0 02 Jun 2022
OmniXAI: A Library for Explainable AI Wenzhuo Yang Hung Le Tanmay Laud Silvio Savarese Guosheng Lin SyDa 61 41 0 01 Jun 2022
A comparative study between vision transformers and CNNs in digital pathology Luca Deininger Bernhard Stimpel Anil Yüce Samaneh Abbasi-Sureshjani Simon Schönenberger P. Ocampo Konstanty Korski F. Gaire ViT MedIm 47 30 0 01 Jun 2022
CASSOCK: Viable Backdoor Attacks against DNN in The Wall of Source-Specific Backdoor Defences Shang Wang Yansong Gao Anmin Fu Zhi-Li Zhang Yuqing Zhang W. Susilo Dongxi Liu AAML 115 12 0 31 May 2022
What Knowledge Gets Distilled in Knowledge Distillation? Utkarsh Ojha Yuheng Li Anirudh Sundara Rajan Yingyu Liang Yong Jae Lee FedML 83 20 0 31 May 2022
Comparing interpretation methods in mental state decoding analyses with deep learning models A. Thomas Christopher Ré R. Poldrack AI4CE 69 2 0 31 May 2022
Zero-Shot and Few-Shot Learning for Lung Cancer Multi-Label Classification using Vision Transformer F. Guo Yingfang Fan ViT MedIm 124 7 0 30 May 2022
Fast Dynamic Radiance Fields with Time-Aware Neural Voxels Jiemin Fang Taoran Yi Xinggang Wang Lingxi Xie Xiaopeng Zhang Wenyu Liu Matthias Nießner Qi Tian VGen 228 305 0 30 May 2022
Rethinking Saliency Map: An Context-aware Perturbation Method to Explain EEG-based Deep Learning Model Hanqi Wang Xiaoguang Zhu Tao Chen Chengfang Li Liang Song FAtt 67 5 0 30 May 2022
Prompt-aligned Gradient for Prompt Tuning Beier Zhu Yulei Niu Yucheng Han Yuehua Wu Hanwang Zhang VLM 308 293 0 30 May 2022
Exposing Fine-Grained Adversarial Vulnerability of Face Anti-Spoofing Models Songlin Yang Wei Wang Chenye Xu Ziwen He Bo Peng Jing Dong AAML CVBM 67 4 0 30 May 2022