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 / 2,139 papers shown

Title
Class-Conditional Distribution Balancing for Group Robust Classification Miaoyun Zhao Qiang Zhang C. Li 70 1 0 24 Apr 2025
Unifying Image Counterfactuals and Feature Attributions with Latent-Space Adversarial Attacks Jeremy Goldwasser Giles Hooker AAML 28 0 0 21 Apr 2025
Fast Adversarial Training with Weak-to-Strong Spatial-Temporal Consistency in the Frequency Domain on Videos Songping Wang Hanqing Liu Yueming Lyu Xiantao Hu Ziwen He Luu Anh Tuan Caifeng Shan Lei Wang AAML 109 0 0 21 Apr 2025
LGD: Leveraging Generative Descriptions for Zero-Shot Referring Image Segmentation Jiachen Li Qing Xie Xiaohan Yu Hongyun Wang Jinyu Xu Yongjian Liu ObjD 81 0 0 20 Apr 2025
ThyroidEffi 1.0: A Cost-Effective System for High-Performance Multi-Class Thyroid Carcinoma Classification Hai Pham-Ngoc De Nguyen-Van Dung Vu-Tien Phuong Le-Hong 50 0 0 19 Apr 2025
Leakage and Interpretability in Concept-Based Models Enrico Parisini Tapabrata Chakraborti Chris Harbron Ben D. MacArthur Christopher R. S. Banerji 40 0 0 18 Apr 2025
Decoding Vision Transformers: the Diffusion Steering Lens Ryota Takatsuki Sonia Joseph Ippei Fujisawa Ryota Kanai DiffM 30 0 0 18 Apr 2025
LimitNet: Progressive, Content-Aware Image Offloading for Extremely Weak Devices & Networks A. Hojjat Janek Haberer Tayyaba Zainab Olaf Landsiedel 44 3 0 18 Apr 2025
Beyond Patches: Mining Interpretable Part-Prototypes for Explainable AI Mahdi Alehdaghi Rajarshi Bhattacharya Pourya Shamsolmoali Rafael M. O. Cruz Maguelonne Heritier Eric Granger 41 0 0 16 Apr 2025
Interactivity x Explainability: Toward Understanding How Interactivity Can Improve Computer Vision Explanations Indu Panigrahi Sunnie S. Y. Kim Amna Liaqat Rohan Jinturkar Olga Russakovsky Ruth C. Fong Parastoo Abtahi FAtt HAI 57 0 0 14 Apr 2025
From Visual Explanations to Counterfactual Explanations with Latent Diffusion Tung Luu Nam Le Duc Le Bac Le DiffM AAML FAtt 50 0 0 12 Apr 2025
Impact of Language Guidance: A Reproducibility Study Cherish Puniani Advika Sinha Shree Singhi Aayan Yadav VLM 47 0 0 10 Apr 2025
Trust Through Transparency: Explainable Social Navigation for Autonomous Mobile Robots via Vision-Language Models Oluwadamilola Sotomi Devika Kodi Aliasghar Arab 30 0 0 07 Apr 2025
Unlocking Neural Transparency: Jacobian Maps for Explainable AI in Alzheimer's Detection Yasmine Mustafa Mohamed Elmahallawy Tie-Mei Luo FAtt 93 0 0 04 Apr 2025
Explainable AI-Driven Detection of Human Monkeypox Using Deep Learning and Vision Transformers: A Comprehensive Analysis Md. Zahid Hossain M. Islam Most. Sharmin Sultana Samu MedIm 24 0 0 03 Apr 2025
Geospatial Artificial Intelligence for Satellite-based Flood Extent Mapping: Concepts, Advances, and Future Perspectives Hyunho Lee Wenwen Li AI4CE 43 0 0 03 Apr 2025
Hybrid Global-Local Representation with Augmented Spatial Guidance for Zero-Shot Referring Image Segmentation Ting Liu Siyuan Li 44 0 0 01 Apr 2025
Explainable AI-Based Interface System for Weather Forecasting Model Soyeon Kim Junho Choi Yeji Choi Subeen Lee Artyom Stitsyuk Minkyoung Park Seongyeop Jeong Youhyun Baek Jaesik Choi XAI 48 2 0 01 Apr 2025
Flip Learning: Weakly Supervised Erase to Segment Nodules in Breast Ultrasound Yuhao Huang Ao Chang Haoran Dou X. Tao Xinrui Zhou ... Ruobing Huang Alejandro F Frangi Lingyun Bao Xin Yang Dong Ni 90 1 0 26 Mar 2025
Attention IoU: Examining Biases in CelebA using Attention Maps Aaron Serianni Tyler Zhu Olga Russakovsky V. V. Ramaswamy 45 0 0 25 Mar 2025
GOAL: Global-local Object Alignment Learning Hyungyu Choi Young Kyun Jang Chanho Eom VLM 156 0 0 22 Mar 2025
BackMix: Regularizing Open Set Recognition by Removing Underlying Fore-Background Priors Yu Wang Junxian Mu Hongzhi Huang Qilong Wang Pengfei Zhu Q. Hu 57 0 0 22 Mar 2025
Representational Similarity via Interpretable Visual Concepts Neehar Kondapaneni Oisin Mac Aodha Pietro Perona DRL 184 0 0 19 Mar 2025
Enhancing Job Salary Prediction with Disentangled Composition Effect Modeling: A Neural Prototyping Approach Yang Ji Ying Sun Hengshu Zhu 46 1 0 17 Mar 2025
Cross-Modal Consistency Learning for Sign Language Recognition Kepeng Wu Zecheng Li Weichao Zhao Hezhen Hu Wengang Zhou SLR 47 0 0 16 Mar 2025
S2IL: Structurally Stable Incremental Learning S. Balasubramanian Yedu Krishna P Talasu Sai Sriram M Sai Subramaniam Manepalli Pranav Phanindra Sai Darshan Gera CLL 60 0 0 15 Mar 2025
Beyond Overfitting: Doubly Adaptive Dropout for Generalizable AU Detection Yong Li Yi Ren Xuesong Niu Y. Ding Xiu-Shen Wei Cuntai Guan 43 0 0 12 Mar 2025
A Siamese Network to Detect If Two Iris Images Are Monozygotic Yongle Yuan Kevin W. Bowyer 60 0 0 12 Mar 2025
AdvAD: Exploring Non-Parametric Diffusion for Imperceptible Adversarial Attacks Jin Li Ziqiang He Anwei Luo Jian-Fang Hu Zhong Wang Xiangui Kang DiffM 69 0 0 12 Mar 2025
Discovering Influential Neuron Path in Vision Transformers Yifan Wang Yifei Liu Yingdong Shi Chong Li Anqi Pang Sibei Yang Jingyi Yu Kan Ren ViT 69 0 0 12 Mar 2025
Evaluating Visual Explanations of Attention Maps for Transformer-based Medical Imaging Minjae Chung Jong Bum Won Ganghyun Kim Yujin Kim Utku Ozbulak MedIm 62 0 0 12 Mar 2025
Generalizable and Explainable Deep Learning for Medical Image Computing: An Overview A. Chaddad Yan Hu Yihang Wu Binbin Wen R. Kateb 56 6 0 11 Mar 2025
Interactive Medical Image Analysis with Concept-based Similarity Reasoning Ta Duc Huy Sen Kim Tran Phan Nguyen Nguyen Hoang Tran Tran Bao Sam Anton Van Den Hengel Zhibin Liao Johan W. Verjans Minh Nguyen Nhat To Vu Minh Hieu Phan 53 0 0 10 Mar 2025
AnywhereDoor: Multi-Target Backdoor Attacks on Object Detection Jialin Lu Junjie Shan Ziqi Zhao Ka-Ho Chow AAML 56 0 0 09 Mar 2025
A Quantitative Evaluation of the Expressivity of BMI, Pose and Gender in Body Embeddings for Recognition and Identification Basudha Pal Siyuan Huang 56 0 0 09 Mar 2025
FW-Shapley: Real-time Estimation of Weighted Shapley Values Pranoy Panda Siddharth Tandon V. Balasubramanian TDI 65 0 0 09 Mar 2025
MSConv: Multiplicative and Subtractive Convolution for Face Recognition Si Zhou Yain-Whar Si Xiaochen Yuan Xiaofan Li Xiaoxiang Liu Xinyuan Zhang Cong Lin Xueyuan Gong CVBM 78 0 0 08 Mar 2025
InFL-UX: A Toolkit for Web-Based Interactive Federated Learning Tim Maurer Abdulrahman Mohamed Selim Hasan Md Tusfiqur Alam Matthias Eiletz Michael Barz Daniel Sonntag FedML 52 0 0 06 Mar 2025
Do ImageNet-trained models learn shortcuts? The impact of frequency shortcuts on generalization Shunxin Wang Raymond N. J. Veldhuis N. Strisciuglio VLM 77 0 0 05 Mar 2025
LangGas: Introducing Language in Selective Zero-Shot Background Subtraction for Semi-Transparent Gas Leak Detection with a New Dataset Wenqi Guo Yiyang Du Shan Du 75 1 0 04 Mar 2025
Learning Covariance-Based Multi-Scale Representation of Neuroimaging Measures for Alzheimer Classification Seunghun Baek Injun Choi Mustafa Dere Minjeong Kim Guorong Wu Won Hwa Kim 79 3 0 03 Mar 2025
Data-free Universal Adversarial Perturbation with Pseudo-semantic Prior Chanhui Lee Yeonghwan Song Jeany Son AAML 165 0 0 28 Feb 2025
Large Language Models as Attribution Regularizers for Efficient Model Training Davor Vukadin Marin Šilić Goran Delač 41 0 0 27 Feb 2025
OverLoCK: An Overview-first-Look-Closely-next ConvNet with Context-Mixing Dynamic Kernels Meng Lou Yizhou Yu 118 1 0 27 Feb 2025
Show and Tell: Visually Explainable Deep Neural Nets via Spatially-Aware Concept Bottleneck Models Itay Benou Tammy Riklin-Raviv 67 0 0 27 Feb 2025
Attention-Guided Integration of CLIP and SAM for Precise Object Masking in Robotic Manipulation Muhammad A. Muttaqien Tomohiro Motoda Ryo Hanai Domae Yukiyasu 46 0 0 26 Feb 2025
EU-Nets: Enhanced, Explainable and Parsimonious U-Nets B. Sun P. Liò 57 0 0 25 Feb 2025
TagGAN: A Generative Model for Data Tagging Muhammad Nawaz Basma Nasir Tehseen Zia Zawar Hussain Catarina Moreira GAN MedIm 52 0 0 25 Feb 2025
Disentangling Visual Transformers: Patch-level Interpretability for Image Classification Guillaume Jeanneret Loïc Simon F. Jurie ViT 52 0 0 24 Feb 2025
YOLO-MS: Rethinking Multi-Scale Representation Learning for Real-time Object Detection Yuming Chen Xinbin Yuan Ruiqi Wu Jiabao Wang Qibin Hou Mingg-Ming Cheng Ming-Ming Cheng ObjD 153 51 0 21 Feb 2025