v1v2v3v4 (latest)

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

7 October 2016

Ramprasaath R. Selvaraju

Devi Parikh

ArXiv (abs)PDF HTML Github (1561★)

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

50 / 5,297 papers shown

Title
Other Tokens Matter: Exploring Global and Local Features of Vision Transformers for Object Re-Identification Yingquan Wang Pingping Zhang Dong Wang Huchuan Lu ViT 113 9 0 23 Apr 2024
Multi-Modal Prompt Learning on Blind Image Quality Assessment Wensheng Pan Timin Gao Yan Zhang Runze Hu Xiawu Zheng ... Yunhang Shen Ke Li Shengchuan Zhang Liujuan Cao Rongrong Ji 96 0 0 23 Apr 2024
CoProNN: Concept-based Prototypical Nearest Neighbors for Explaining Vision Models Teodor Chiaburu Frank Haußer Felix Bießmann 68 4 0 23 Apr 2024
Guided AbsoluteGrad: Magnitude of Gradients Matters to Explanation's Localization and Saliency Jun Huang Yan Liu FAtt 93 0 0 23 Apr 2024
Exploring Algorithmic Explainability: Generating Explainable AI Insights for Personalized Clinical Decision Support Focused on Cannabis Intoxication in Young Adults Tongze Zhang Tammy Chung Anind Dey Sang Won Bae 78 3 0 22 Apr 2024
Automatic Discovery of Visual Circuits Achyuta Rajaram Neil Chowdhury Antonio Torralba Jacob Andreas Sarah Schwettmann GNN 63 4 0 22 Apr 2024
Machine Learning Techniques for MRI Data Processing at Expanding Scale Taro Langner 85 0 0 22 Apr 2024
Distilled Datamodel with Reverse Gradient Matching Jingwen Ye Ruonan Yu Songhua Liu Xinchao Wang DD 108 3 0 22 Apr 2024
ActSonic: Recognizing Everyday Activities from Inaudible Acoustic Waves Around the Body Saif Mahmud Vineet Parikh Qikang Liang Ke Li Ruidong Zhang Ashwin Ajit Vipin Gunda Devansh Agarwal Franccois Guimbretiere Cheng Zhang 77 4 0 22 Apr 2024
Audio Anti-Spoofing Detection: A Survey Menglu Li Yasaman Ahmadiadli Xiao-Ping Zhang 100 25 0 22 Apr 2024
Integrated Gradient Correlation: a Dataset-wise Attribution Method Pierre Lelievre Chien-Chung Chen 28 0 0 22 Apr 2024
FreqBlender: Enhancing DeepFake Detection by Blending Frequency Knowledge Hanzhe Li Yuezun Li Jiaran Zhou Bin Li Junyu Dong CVBM 84 14 0 22 Apr 2024
On the Value of Labeled Data and Symbolic Methods for Hidden Neuron Activation Analysis Abhilekha Dalal R. Rayan Adrita Barua Eugene Y. Vasserman Md Kamruzzaman Sarker Pascal Hitzler 95 4 0 21 Apr 2024
Efficient and Concise Explanations for Object Detection with Gaussian-Class Activation Mapping Explainer Quoc Khanh Nguyen Truong Thanh Hung Nguyen V. Nguyen Van Binh Truong Tuong Phan Hung Cao 53 7 0 20 Apr 2024
Beyond Pixel-Wise Supervision for Medical Image Segmentation: From Traditional Models to Foundation Models Yuyan Shi Jialu Ma Jin Yang Shasha Wang Yichi Zhang MedIm VLM 71 2 0 20 Apr 2024
Vim4Path: Self-Supervised Vision Mamba for Histopathology Images Ali Nasiri-Sarvi Vincent Quoc-Huy Trinh Hassan Rivaz Mahdi S. Hosseini 69 8 0 20 Apr 2024
Towards Robust Ferrous Scrap Material Classification with Deep Learning and Conformal Prediction Paulo Henrique dos Santos Valéria de Carvalho Santos Eduardo José da Silva Luz 40 0 0 19 Apr 2024
ECOR: Explainable CLIP for Object Recognition Ali Rasekh Sepehr Kazemi Ranjbar Milad Heidari Wolfgang Nejdl VLM 108 4 0 19 Apr 2024
COIN: Counterfactual inpainting for weakly supervised semantic segmentation for medical images Dmytro Shvetsov Joonas Ariva M. Domnich Raul Vicente Dmytro Fishman MedIm 61 0 0 19 Apr 2024
How should AI decisions be explained? Requirements for Explanations from the Perspective of European Law Benjamin Frész Elena Dubovitskaya Danilo Brajovic Marco F. Huber Christian Horz 94 9 0 19 Apr 2024
Latent Concept-based Explanation of NLP Models Xuemin Yu Fahim Dalvi Nadir Durrani Marzia Nouri Hassan Sajjad LRM FAtt 59 3 0 18 Apr 2024
Measuring Feature Dependency of Neural Networks by Collapsing Feature Dimensions in the Data Manifold Yinzhu Jin Matthew B. Dwyer P. T. Fletcher MedIm 43 1 0 18 Apr 2024
When Medical Imaging Met Self-Attention: A Love Story That Didn't Quite Work Out Tristan Piater Niklas Penzel Gideon Stein Joachim Denzler 79 2 0 18 Apr 2024
MTGA: Multi-View Temporal Granularity Aligned Aggregation for Event-Based Lip-Reading Wenhao Zhang Jun Wang Yong Luo Lei Yu Wei Yu Zheng He Jialie Shen 153 1 0 18 Apr 2024
Device (In)Dependence of Deep Learning-based Image Age Approximation Robert Jöchl Andreas Uhl OOD 36 1 0 18 Apr 2024
FedMID: A Data-Free Method for Using Intermediate Outputs as a Defense Mechanism Against Poisoning Attacks in Federated Learning Sungwon Han Hyeonho Song Sungwon Park Meeyoung Cha FedML AAML 68 0 0 18 Apr 2024
Computer-Aided Diagnosis of Thoracic Diseases in Chest X-rays using hybrid CNN-Transformer Architecture Sonit Singh MedIm ViT 53 1 0 18 Apr 2024
Deep Learning for Video-Based Assessment of Endotracheal Intubation Skills Jean-Paul Ainam Erim Yanik Rahul Rahul Taylor Kunkes Lora Cavuoto Brian Clemency Kaori Tanaka Matthew Hackett Jack Norfleet S. De 64 0 0 17 Apr 2024
Explainable Lung Disease Classification from Chest X-Ray Images Utilizing Deep Learning and XAI Tanzina Taher Ifty Saleh Ahmed Shafin Shoeb Mohammad Shahriar Tashfia Towhid 49 10 0 17 Apr 2024
Toward Understanding the Disagreement Problem in Neural Network Feature Attribution Niklas Koenen Marvin N. Wright FAtt 75 5 0 17 Apr 2024
Exploring the Transferability of Visual Prompting for Multimodal Large Language Models Yichi Zhang Yinpeng Dong Siyuan Zhang Tianzan Min Hang Su Jun Zhu LRM VLM 121 8 0 17 Apr 2024
CorrNet+: Sign Language Recognition and Translation via Spatial-Temporal Correlation Lianyu Hu Wei Feng Liqing Gao Zekang Liu Liang Wan SLR 82 5 0 17 Apr 2024
CNN-based explanation ensembling for dataset, representation and explanations evaluation Weronika Hryniewska-Guzik Luca Longo P. Biecek FAtt 78 0 0 16 Apr 2024
Generating Counterfactual Trajectories with Latent Diffusion Models for Concept Discovery Payal Varshney Adriano Lucieri Christoph Balada Andreas Dengel Sheraz Ahmed MedIm DiffM 118 4 0 16 Apr 2024
Explainable Light-Weight Deep Learning Pipeline for Improved Drought Stress Identification A. K. Patra Lingaraj Sahoo 51 2 0 15 Apr 2024
EgoPet: Egomotion and Interaction Data from an Animal's Perspective Amir Bar Arya Bakhtiar Danny Tran Antonio Loquercio Jathushan Rajasegaran Yann LeCun Amir Globerson Trevor Darrell EgoV 90 5 0 15 Apr 2024
Evolving Interpretable Visual Classifiers with Large Language Models Mia Chiquier Utkarsh Mall Carl Vondrick VLM 94 11 0 15 Apr 2024
Interaction as Explanation: A User Interaction-based Method for Explaining Image Classification Models Hyeonggeun Yun 88 0 0 15 Apr 2024
Explainable Generative AI (GenXAI): A Survey, Conceptualization, and Research Agenda Johannes Schneider 131 35 0 15 Apr 2024
Improving Weakly-Supervised Object Localization Using Adversarial Erasing and Pseudo Label Byeongkeun Kang Sinhae Cha Yeejin Lee WSOL 65 1 0 15 Apr 2024
RankCLIP: Ranking-Consistent Language-Image Pretraining Yiming Zhang Zhuokai Zhao Zhaorun Chen Zhili Feng Zenghui Ding Yining Sun SSL VLM 150 7 0 15 Apr 2024
Ethical Framework for Responsible Foundational Models in Medical Imaging Abhijit Das Debesh Jha Jasmer Sanjotra Onkar Susladkar Suramyaa Sarkar A. Rauniyar Nikhil Tomar Vanshali Sharma Ulas Bagci MedIm 106 0 0 14 Apr 2024
Exploring Explainability in Video Action Recognition Avinab Saha Shashank Gupta S. Ankireddy Karl Chahine Joydeep Ghosh 44 0 0 13 Apr 2024
Incremental Residual Concept Bottleneck Models Chenming Shang Shiji Zhou Hengyuan Zhang Xinzhe Ni Yujiu Yang Yuwang Wang 108 18 0 13 Apr 2024
MCPNet: An Interpretable Classifier via Multi-Level Concept Prototypes Bor-Shiun Wang Chien-Yi Wang Wei-Chen Chiu 62 3 0 13 Apr 2024
MAProtoNet: A Multi-scale Attentive Interpretable Prototypical Part Network for 3D Magnetic Resonance Imaging Brain Tumor Classification Binghua Li Jie Mao Zhe Sun Chao Li Qibin Zhao Toshihisa Tanaka 38 0 0 13 Apr 2024
Hindsight PRIORs for Reward Learning from Human Preferences Mudit Verma Katherine Metcalf 91 6 0 12 Apr 2024
Probing the 3D Awareness of Visual Foundation Models Mohamed El Banani Amit Raj Kevis-Kokitsi Maninis Abhishek Kar Yuanzhen Li Michael Rubinstein Deqing Sun Leonidas Guibas Justin Johnson Varun Jampani 101 86 0 12 Apr 2024
MambaDFuse: A Mamba-based Dual-phase Model for Multi-modality Image Fusion Zhe Li Haiwei Pan Kejia Zhang Yuhua Wang Feng Yu Mamba 70 20 0 12 Apr 2024
Counterfactual Explanations for Face Forgery Detection via Adversarial Removal of Artifacts Yang Li Songlin Yang Wei Wang Ziwen He Bo Peng Jing Dong AAML 112 2 0 12 Apr 2024