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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
Core-set Selection Using Metrics-based Explanations (CSUME) for multiclass ECG Sagnik Dakshit B. M. Maweu Sristi Dakshit Balakrishnan Prabhakaran 8 5 0 28 May 2022
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Leveraging Causal Inference for Explainable Automatic Program Repair Jianzong Wang Shijing Si Z. Zhu Xiaoyang Qu Zhenhou Hong Jing Xiao 98 4 0 26 May 2022
On the Eigenvalues of Global Covariance Pooling for Fine-grained Visual Recognition Yue Song N. Sebe Wei Wang 103 35 0 26 May 2022
DT+GNN: A Fully Explainable Graph Neural Network using Decision Trees Peter Müller Lukas Faber Karolis Martinkus Roger Wattenhofer 88 8 0 26 May 2022
TSEM: Temporally Weighted Spatiotemporal Explainable Neural Network for Multivariate Time Series Anh-Duy Pham Anastassia Kuestenmacher P. Ploeger AI4TS 100 5 0 25 May 2022
Inception Transformer Chenyang Si Weihao Yu Pan Zhou Yichen Zhou Xinchao Wang Shuicheng Yan ViT 116 199 0 25 May 2022
VeriFi: Towards Verifiable Federated Unlearning Xiangshan Gao Xingjun Ma Jingyi Wang Youcheng Sun Bo Li S. Ji Peng Cheng Jiming Chen MU 128 48 0 25 May 2022
TreEnhance: A Tree Search Method For Low-Light Image Enhancement Marco Cotogni C. Cusano 64 29 0 25 May 2022
Eye-gaze-guided Vision Transformer for Rectifying Shortcut Learning Chong Ma Lin Zhao Yuzhong Chen Lu Zhang Zhe Xiao ... Tuo Zhang Qian Wang Dinggang Shen Dajiang Zhu Tianming Liu ViT MedIm 99 30 0 25 May 2022
Deletion and Insertion Tests in Regression Models Naofumi Hama Masayoshi Mase Art B. Owen 86 8 0 25 May 2022
HiVLP: Hierarchical Vision-Language Pre-Training for Fast Image-Text Retrieval Feilong Chen Xiuyi Chen Jiaxin Shi Duzhen Zhang Jianlong Chang Qi Tian VLM CLIP 93 6 0 24 May 2022
CDFKD-MFS: Collaborative Data-free Knowledge Distillation via Multi-level Feature Sharing Zhiwei Hao Yong Luo Zhi Wang Han Hu J. An 97 28 0 24 May 2022
Deep Representations for Time-varying Brain Datasets Sikun Lin Shuyun Tang Scott T. Grafton Ambuj K. Singh AI4CE 53 6 0 23 May 2022
Towards Deeper Understanding of Camouflaged Object Detection Yun-Qiu Lv Jing Zhang Yuchao Dai Aixuan Li Nick Barnes Deng-Ping Fan 183 50 0 23 May 2022
PEVL: Position-enhanced Pre-training and Prompt Tuning for Vision-language Models Yuan Yao Qi-An Chen Ao Zhang Wei Ji Zhiyuan Liu Tat-Seng Chua Maosong Sun VLM MLLM 93 38 0 23 May 2022
Visual Explanations from Deep Networks via Riemann-Stieltjes Integrated Gradient-based Localization Mirtha Lucas Miguel A. Lerma J. Furst D. Raicu FAtt 84 10 0 22 May 2022
Grad-CAM++ is Equivalent to Grad-CAM With Positive Gradients Miguel A. Lerma Mirtha Lucas 49 11 0 22 May 2022
Learnable Visual Words for Interpretable Image Recognition Wenxi Xiao Zhengming Ding Hongfu Liu VLM 107 2 0 22 May 2022
Visualizing CoAtNet Predictions for Aiding Melanoma Detection Daniel Kvak MedIm 75 2 0 21 May 2022
Towards Better Understanding Attribution Methods Sukrut Rao Moritz Bohle Bernt Schiele XAI 89 33 0 20 May 2022
B-cos Networks: Alignment is All We Need for Interpretability Moritz D Boehle Mario Fritz Bernt Schiele 105 86 0 20 May 2022
Exploring the Trade-off between Plausibility, Change Intensity and Adversarial Power in Counterfactual Explanations using Multi-objective Optimization Javier Del Ser Alejandro Barredo Arrieta Natalia Díaz Rodríguez Francisco Herrera Andreas Holzinger AAML 70 4 0 20 May 2022
Constructive Interpretability with CoLabel: Corroborative Integration, Complementary Features, and Collaborative Learning Abhijit Suprem Sanjyot Vaidya Suma Cherkadi Purva Singh J. E. Ferreira C. Pu 62 1 0 20 May 2022
Mask-guided Vision Transformer (MG-ViT) for Few-Shot Learning Yuzhong Chen Zhe Xiao Lin Zhao Lu Zhang Haixing Dai ... Tuo Zhang Changying Li Dajiang Zhu Tianming Liu Xi Jiang 112 18 0 20 May 2022
FIND:Explainable Framework for Meta-learning Xinyue Shao Hongzhi Wang Xiao-Wen Zhu Feng Xiong FedML 37 2 0 20 May 2022
Human Gender Prediction Based on Deep Transfer Learning from Panoramic Radiograph Images I. Atas 3DH MedIm 37 18 0 19 May 2022
Transferable Physical Attack against Object Detection with Separable Attention Yu Zhang Z. Gong Yichuang Zhang Yongqiang Li Kangcheng Bin Jiahao Qi Wei Xue Ping Zhong AAML 86 7 0 19 May 2022
Learning Feature Fusion for Unsupervised Domain Adaptive Person Re-identification Jin Ding Xue Zhou 55 5 0 19 May 2022
Monotonicity Regularization: Improved Penalties and Novel Applications to Disentangled Representation Learning and Robust Classification João Monteiro Mohamed Osama Ahmed Hossein Hajimirsadeghi Greg Mori 38 7 0 17 May 2022
Is explainable AI a race against model complexity? Advait Sarkar LRM 97 15 0 17 May 2022
Sparse Visual Counterfactual Explanations in Image Space Valentyn Boreiko Maximilian Augustin Francesco Croce Philipp Berens Matthias Hein BDL CML 128 28 0 16 May 2022
Fairness via Explanation Quality: Evaluating Disparities in the Quality of Post hoc Explanations Jessica Dai Sohini Upadhyay Ulrich Aïvodji Stephen H. Bach Himabindu Lakkaraju 85 58 0 15 May 2022
An Architecture for the detection of GAN-generated Flood Images with Localization Capabilities Jun Wang Omran Alamayreh B. Tondi Mauro Barni AI4CE 46 2 0 14 May 2022
Leveraging Uncertainty for Deep Interpretable Classification and Weakly-Supervised Segmentation of Histology Images Soufiane Belharbi Jérôme Rony Jose Dolz Ismail Ben Ayed Luke McCaffrey Eric Granger 36 0 0 12 May 2022
Video-ReTime: Learning Temporally Varying Speediness for Time Remapping Simon Jenni Markus Woodson Fabian Caba Heilbron 56 1 0 11 May 2022
RustSEG -- Automated segmentation of corrosion using deep learning B. Burton W. Nash N. Birbilis 99 6 0 11 May 2022
Multi-Label Logo Recognition and Retrieval based on Weighted Fusion of Neural Features Marisa Bernabeu Antonio Javier Gallego A. Pertusa 93 5 0 11 May 2022
The Conflict Between Explainable and Accountable Decision-Making Algorithms Gabriel Lima Nina Grgić-Hlavca Jin Keun Jeong M. Cha 53 39 0 11 May 2022
Anatomy-aware Self-supervised Learning for Anomaly Detection in Chest Radiographs Junya Sato Yuki Suzuki T. Wataya Daiki Nishigaki Kosuke Kita Kazuki Yamagata Noriyuki Tomiyama Shoji Kido 56 14 0 09 May 2022
Beyond Bounding Box: Multimodal Knowledge Learning for Object Detection Wei Feng Xingyuan Bu Chenchen Zhang Xubin Li VLM 29 4 0 09 May 2022
A Closer Look at Few-shot Image Generation Yunqing Zhao Henghui Ding Houjing Huang Ngai-Man Cheung 98 79 0 08 May 2022
Mixed-UNet: Refined Class Activation Mapping for Weakly-Supervised Semantic Segmentation with Multi-scale Inference Yang Liu Ersi Zhang Lulu Xu Chufan Xiao Xiao-Yu Zhong ... Ming Xu Yongbing Zhang Dongmei Yu C. Yan Peiwu Qin 46 23 0 06 May 2022
Putting Density Functional Theory to the Test in Machine-Learning-Accelerated Materials Discovery Chenru Duan Fan Liu Aditya Nandy Heather J. Kulik AI4CE 39 34 0 06 May 2022
Effect of Random Histogram Equalization on Breast Calcification Analysis Using Deep Learning A. B. Panambur Prathmesh Madhu Andreas Maier 17 5 0 03 May 2022
ExSpliNet: An interpretable and expressive spline-based neural network Daniele Fakhoury Emanuele Fakhoury H. Speleers 69 40 0 03 May 2022
Visual Knowledge Discovery with Artificial Intelligence: Challenges and Future Directions Boris Kovalerchuk Ruazvan Andonie Nuno Datia Kawa Nazemi Ebad Banissi 20 10 0 03 May 2022
FundusQ-Net: a Regression Quality Assessment Deep Learning Algorithm for Fundus Images Quality Grading Or Abramovich Hadas Pizem Jan Van Eijgen Ilan Oren Joshua Melamed Ingeborg Stalmans E. Blumenthal Joachim A. Behar MedIm 30 29 0 02 May 2022
Adapting and Evaluating Influence-Estimation Methods for Gradient-Boosted Decision Trees Jonathan Brophy Zayd Hammoudeh Daniel Lowd TDI 110 22 0 30 Apr 2022
PyramidCLIP: Hierarchical Feature Alignment for Vision-language Model Pretraining Yuting Gao Jinfeng Liu Zihan Xu Jinchao Zhang Ke Li Rongrong Ji Chunhua Shen VLM CLIP 115 104 0 29 Apr 2022