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

7 October 2016

Ramprasaath R. Selvaraju

Devi Parikh

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

50 / 4,478 papers shown

Title
Behavior Backdoor for Deep Learning Models Jinqiao Wang Pengfei Zhang R. Tao Jian Yang Hao Liu Xianglong Liu Y. X. Wei Yao Zhao AAML 88 0 0 02 Dec 2024
Integrative CAM: Adaptive Layer Fusion for Comprehensive Interpretation of CNNs Aniket K. Singh Debasis Chaudhuri Manish P. Singh Samiran Chattopadhyay 75 0 0 02 Dec 2024
Neuron Abandoning Attention Flow: Visual Explanation of Dynamics inside CNN Models Yi Liao Yongsheng Gao Weichuan Zhang 91 0 0 02 Dec 2024
Explaining the Unexplained: Revealing Hidden Correlations for Better Interpretability Wen-Dong Jiang Chih-Yung Chang Show-Jane Yen Diptendu Sinha Roy FAtt HAI 82 1 0 02 Dec 2024
Explaining Object Detectors via Collective Contribution of Pixels Toshinori Yamauchi Hiroshi Kera K. Kawamoto ObjD FAtt 66 1 0 01 Dec 2024
Paint Outside the Box: Synthesizing and Selecting Training Data for Visual Grounding Zilin Du Haoxin Li Jianfei Yu Boyang Li 236 0 0 01 Dec 2024
Rethinking Generalizability and Discriminability of Self-Supervised Learning from Evolutionary Game Theory Perspective Jiangmeng Li Zehua Zang Qirui Ji Chuxiong Sun Jingyao Wang Junge Zhang Changwen Zheng Gang Hua Hui Xiong SSL 76 0 0 30 Nov 2024
Enhancing AI microscopy for foodborne bacterial classification via adversarial domain adaptation across optical and biological variability Siddhartha Bhattacharya Aarham Wasit Mason Earles Nitin Nitin Luyao Ma Jiyoon Yi AAML 71 0 0 29 Nov 2024
FLARE: Towards Universal Dataset Purification against Backdoor Attacks Linshan Hou Wei Luo Zhongyun Hua Songhua Chen L. Zhang Yiming Li AAML 80 0 0 29 Nov 2024
Explaining the Impact of Training on Vision Models via Activation Clustering Ahcène Boubekki Samuel G. Fadel Sebastian Mair 96 0 0 29 Nov 2024
Knowledge-Augmented Explainable and Interpretable Learning for Anomaly Detection and Diagnosis Martin Atzmueller Tim Bohne Patricia Windler 102 0 0 28 Nov 2024
PP-SSL : Priority-Perception Self-Supervised Learning for Fine-Grained Recognition ShuaiHeng Li Qing Cai Fan Zhang Hao Fei Yangyang Shu Zichen Liu Yiming Li Lingqiao Liu 78 0 0 28 Nov 2024
LADDER: Multi-objective Backdoor Attack via Evolutionary Algorithm Dazhuang Liu Yanqi Qiao Rui Wang K. Liang Georgios Smaragdakis AAML 80 0 0 28 Nov 2024
Comprehensive Performance Evaluation of YOLOv11, YOLOv10, YOLOv9, YOLOv8 and YOLOv5 on Object Detection of Power Equipment Zijian He Kang Wang Tian Fang Lei Su Rui Chen Xihong Fei 64 3 0 28 Nov 2024
Exploring Depth Information for Detecting Manipulated Face Videos Haoyue Wang Sheng Li Ji He Zhenxing Qian Xinpeng Zhang Shaolin Fan CVBM 81 1 0 27 Nov 2024
Large Scale Evaluation of Deep Learning-based Explainable Solar Flare Forecasting Models with Attribution-based Proximity Analysis Temitope Adeyeha Chetraj Pandey Berkay Aydin FAtt 78 0 0 27 Nov 2024
Causal and Local Correlations Based Network for Multivariate Time Series Classification Mingsen Du Yanxuan Wei Xiangwei Zheng Cun Ji CML AI4TS 71 0 0 27 Nov 2024
MRIFE: A Mask-Recovering and Interactive-Feature-Enhancing Semantic Segmentation Network For Relic Landslide Detection Juefei He Yuexing Peng Wei Li Junchuan Yu Daqing Ge Wei Xiang 68 0 0 26 Nov 2024
Large-Scale Data-Free Knowledge Distillation for ImageNet via Multi-Resolution Data Generation Minh-Tuan Tran Trung Le Xuan-May Le Jianfei Cai Mehrtash Harandi Dinh Q. Phung 84 2 0 26 Nov 2024
Explainable AI Approach using Near Misses Analysis Eran Kaufman Avivit levy 65 0 0 25 Nov 2024
Debiasing Classifiers by Amplifying Bias with Latent Diffusion and Large Language Models Donggeun Ko Dongjun Lee Namjun Park Wonkyeong Shim Jaekwang Kim DiffM 76 0 0 25 Nov 2024
Interpreting Object-level Foundation Models via Visual Precision Search Ruoyu Chen Siyuan Liang Jingzhi Li Shiming Liu Maosen Li Zheng Huang Qichuan Geng Xiaochun Cao FAtt 82 4 0 25 Nov 2024
Medical Slice Transformer: Improved Diagnosis and Explainability on 3D Medical Images with DINOv2 Gustav Muller-Franzes Firas Khader R. Siepmann T. Han Jakob Nikolas Kather S. Nebelung Daniel Truhn MedIm 76 0 0 24 Nov 2024
Symmetric Perception and Ordinal Regression for Detecting Scoliosis Natural Image Xiaojia Zhu Rui Chen Xiaoqi Guo Z. Shao Yuhu Dai Ming Zhang Chuandong Lang 82 0 0 24 Nov 2024
OccludeNet: A Causal Journey into Mixed-View Actor-Centric Video Action Recognition under Occlusions Guanyu Zhou Xiaohan Yu Wenxin Huang Xuemei Jia Xian Zhong Chia-Wen Lin CML 81 0 0 24 Nov 2024
FG-CXR: A Radiologist-Aligned Gaze Dataset for Enhancing Interpretability in Chest X-Ray Report Generation Trong-Thang Pham Ngoc-Vuong Ho Nhat-Tan Bui T. Phan Patel Brijesh ... Gianfranco Doretto Anh Nguyen Carol C. Wu Hien Nguyen Ngan Le 105 2 0 23 Nov 2024
GIFT: A Framework for Global Interpretable Faithful Textual Explanations of Vision Classifiers Éloi Zablocki Valentin Gerard Amaia Cardiel Eric Gaussier Matthieu Cord Eduardo Valle 89 0 0 23 Nov 2024
Reliable Evaluation of Attribution Maps in CNNs: A Perturbation-Based Approach Lars Nieradzik Henrike Stephani J. Keuper FAtt 84 1 0 22 Nov 2024
Derivative-Free Diffusion Manifold-Constrained Gradient for Unified XAI Won Jun Kim Hyungjin Chung Jaemin Kim Sangmin Lee Byeongsu Sim Jong Chul Ye DiffM 82 0 0 22 Nov 2024
Verifying Machine Unlearning with Explainable AI Àlex Pujol Vidal A. S. Johansen M. N. Jahromi Sergio Escalera Kamal Nasrollahi T. Moeslund MU 66 1 0 20 Nov 2024
Video-RAG: Visually-aligned Retrieval-Augmented Long Video Comprehension Yongdong Luo Xiawu Zheng Xiao Yang Guilin Li Haojia Lin Jinfa Huang Jiayi Ji Rongrong Ji Jiebo Luo Rongrong Ji VLM 85 18 0 20 Nov 2024
Principles of Visual Tokens for Efficient Video Understanding Xinyue Hao Gen Li Shreyank N. Gowda Robert B Fisher Jonathan Huang Anurag Arnab Laura Sevilla-Lara 101 0 0 20 Nov 2024
Unsupervised Foundation Model-Agnostic Slide-Level Representation Learning Tim Lenz Peter Neidlinger M. Ligero Georg Wolflein M. Treeck Jakob Nikolas Kather 73 2 0 20 Nov 2024
A Multimodal Approach Combining Structural and Cross-domain Textual Guidance for Weakly Supervised OCT Segmentation Jiaqi Yang Nitish Mehta Xiaoling Hu Chong Chen Chia-Ling Tsai 69 0 0 19 Nov 2024
Probe-Me-Not: Protecting Pre-trained Encoders from Malicious Probing Ruyi Ding Tong Zhou Lili Su A. A. Ding Xiaolin Xu Yunsi Fei AAML 69 1 0 19 Nov 2024
FGP: Feature-Gradient-Prune for Efficient Convolutional Layer Pruning Qingsong Lv Jiasheng Sun Sheng Zhou Jiahui Geng Liangcheng Li Yun Gao Sun Qiao Jie Song Jiajun Bu AAML 69 0 0 19 Nov 2024
Generalizable Person Re-identification via Balancing Alignment and Uniformity Y. Cho JaeYoon Kim Woo Jae Kim Junsik Jung Sung-eui Yoon CVBM OOD 85 0 0 18 Nov 2024
A Comprehensive Survey on Visual Question Answering Datasets and Algorithms Raihan Kabir Naznin Haque Md. Saiful Islam Marium-E. Jannat CoGe 29 1 0 17 Nov 2024
Exploiting VLM Localizability and Semantics for Open Vocabulary Action Detection Wentao Bao Keqin Li Yuxiao Chen Deep Patel Martin Renqiang Min Yu Kong VLM ObjD 52 2 0 17 Nov 2024
LTCXNet: Advancing Chest X-Ray Analysis with Solutions for Long-Tailed Multi-Label Classification and Fairness Challenges Chin-Wei Huang Mu-Yi Shen Kuan-Chang Shih Shih-Chih Lin Chi-Yu Chen Po-Chih Kuo 26 0 0 16 Nov 2024
Explainable Artificial Intelligence for Medical Applications: A Review Qiyang Sun Alican Akman Björn Schuller 105 6 0 15 Nov 2024
Establishing and Evaluating Trustworthy AI: Overview and Research Challenges Dominik Kowald S. Scher Viktoria Pammer-Schindler Peter Müllner Kerstin Waxnegger ... Andreas Truegler Eduardo E. Veas Roman Kern Tomislav Nad Simone Kopeinik 36 3 0 15 Nov 2024
Robust AI-Synthesized Speech Detection Using Feature Decomposition Learning and Synthesizer Feature Augmentation Kuiyuan Zhang Zhongyun Hua Yushu Zhang Yifang Guo Tao Xiang 29 0 0 14 Nov 2024
SASE: A Searching Architecture for Squeeze and Excitation Operations Hanming Wang Yunlong Li Zijun Wu Huifen Wang Yuan Zhang 3DPC 29 0 0 13 Nov 2024
Investigating the Effectiveness of Explainability Methods in Parkinson's Detection from Speech Eleonora Mancini Francesco Paissan Paolo Torroni Mirco Ravanelli Cem Subakan 46 2 0 12 Nov 2024
Finding "Good Views" of Electrocardiogram Signals for Inferring Abnormalities in Cardiac Condition Hyewon Jeong Suyeol Yun Hammaad Adam 88 0 0 11 Nov 2024
Decoding Visual Experience and Mapping Semantics through Whole-Brain Analysis Using fMRI Foundation Models Yanchen Wang Adam Turnbull Tiange Xiang Yunlong Xu Sa Zhou Adnan Masoud Shekoofeh Azizi F. Lin Ehsan Adeli 37 1 0 11 Nov 2024
Multi-Modal interpretable automatic video captioning Antoine Hanna-Asaad Decky Aspandi Titus Zaharia 38 0 0 11 Nov 2024
Enhancing frozen histological section images using permanent-section-guided deep learning with nuclei attention Elad Yoshai Gil Goldinger M. Haifler N. Shaked MedIm 36 0 0 10 Nov 2024
Cross- and Intra-image Prototypical Learning for Multi-label Disease Diagnosis and Interpretation Chong Wang Fengbei Liu Yuanhong Chen Helen Frazer Gustavo Carneiro 39 2 0 07 Nov 2024