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 / 5,295 papers shown

Title
Towards Unified Neural Decoding with Brain Functional Network Modeling Di Wu Linghao Bu Yifei Jia Lu Cao Siyuan Li ... Kang Wang Yue Zhang Yuehui Ma Jie Yang Mohamad Sawan AI4CE 5 0 0 30 May 2025
50 Years of Automated Face Recognition Minchul Kim Anil K. Jain Xiaoming Liu 55 0 0 30 May 2025
MGS3: A Multi-Granularity Self-Supervised Code Search Framework Rui Li Junfeng Kang Qi Liu Liyang He Zheng Zhang Yunhao Sha Linbo Zhu Zhenya Huang 39 1 0 30 May 2025
DGIQA: Depth-guided Feature Attention and Refinement for Generalizable Image Quality Assessment Vaishnav Ramesh Junliang Liu Haining Wang Md Jahidul Islam 23 0 0 29 May 2025
MangoLeafViT: Leveraging Lightweight Vision Transformer with Runtime Augmentation for Efficient Mango Leaf Disease Classification Rafi Hassan Chowdhury Sabbir Ahmed 15 0 0 29 May 2025
Weakly-supervised Localization of Manipulated Image Regions Using Multi-resolution Learned Features Ziyong Wang Charith Abhayaratne WSOL 43 0 0 29 May 2025
Bridging Distribution Shift and AI Safety: Conceptual and Methodological Synergies Chenruo Liu Kenan Tang Yao Qin Qi Lei 23 0 0 28 May 2025
Point-to-Region Loss for Semi-Supervised Point-Based Crowd Counting Wei Lin Chenyang Zhao Antoni B. Chan 7 0 0 28 May 2025
TensorShield: Safeguarding On-Device Inference by Shielding Critical DNN Tensors with TEE Tong Sun Bowen Jiang Hailong Lin Borui Li Yixiao Teng Yi Gao Wei Dong FedML 26 0 0 28 May 2025
Enhancing Uncertainty Estimation and Interpretability via Bayesian Non-negative Decision Layer Xinyue Hu Zhibin Duan Bo Chen Mingyuan Zhou UQCV BDL 150 0 0 28 May 2025
Knowledge Distillation Approach for SOS Fusion Staging: Towards Fully Automated Skeletal Maturity Assessment Omid Halimi Milani Amanda Nikho Marouane Tliba Lauren Mills Ahmet Enis Cetin Mohammed H. Elnagar 18 0 0 27 May 2025
RoGA: Towards Generalizable Deepfake Detection through Robust Gradient Alignment Lingyu Qiu Ke Jiang Xiaoyang Tan 119 0 0 27 May 2025
Do you see what I see? An Ambiguous Optical Illusion Dataset exposing limitations of Explainable AI Carina Newen Luca Hinkamp Maria Ntonti Emmanuel Müller 115 0 0 27 May 2025
Spatial RoboGrasp: Generalized Robotic Grasping Control Policy Yiqi Huang Travis Davies Jiahuan Yan Jiankai Sun Xiang Chen Luhui Hu 59 0 0 27 May 2025
Multimodal Federated Learning: A Survey through the Lens of Different FL Paradigms Yuanzhe Peng Jieming Bian Lei Wang Yin Huang Jie Xu 20 0 0 27 May 2025
Contrastive Desensitization Learning for Cross Domain Face Forgery Detection Lingyu Qiu Ke Jiang Xiaoyang Tan CVBM 223 0 0 27 May 2025
FeatInv: Spatially resolved mapping from feature space to input space using conditional diffusion models Nils Neukirch Johanna Vielhaben Nils Strodthoff DiffM 36 0 0 27 May 2025
TESSER: Transfer-Enhancing Adversarial Attacks from Vision Transformers via Spectral and Semantic Regularization Amira Guesmi B. Ouni Muhammad Shafique AAML 233 0 0 26 May 2025
From What to How: Attributing CLIP's Latent Components Reveals Unexpected Semantic Reliance Maximilian Dreyer Lorenz Hufe J. Berend Thomas Wiegand Sebastian Lapuschkin Wojciech Samek 42 0 0 26 May 2025
A Responsible Face Recognition Approach for Small and Mid-Scale Systems Through Personalized Neural Networks Sebastian Groß Stefan Heindorf Philipp Terhörst CVBM 42 0 0 26 May 2025
CardioPatternFormer: Pattern-Guided Attention for Interpretable ECG Classification with Transformer Architecture Berat Kutay Uğraş Ömer Nezih Gerek İbrahim Talha Saygı MedIm 25 0 0 26 May 2025
Explanation User Interfaces: A Systematic Literature Review Eleonora Cappuccio Andrea Esposito Francesco Greco Giuseppe Desolda Rosa Lanzilotti Salvatore Rinzivillo 119 0 0 26 May 2025
InfoCons: Identifying Interpretable Critical Concepts in Point Clouds via Information Theory Feifei Li Mi Zhang Zhaoxiang Wang Min Yang 127 0 0 26 May 2025
A Necessary Step toward Faithfulness: Measuring and Improving Consistency in Free-Text Explanations Lingjun Zhao Hal Daumé III 168 0 0 25 May 2025
RGC-Bent: A Novel Dataset for Bent Radio Galaxy Classification Mir Sazzat Hossain K. Asad Payaswini Saikia Adrita Khan Md Akil Raihan Iftee Rakibul Hasan Rajib A. Momen M. A. Amin Amin Ahsan Ali A. Rahman 9 0 0 25 May 2025
On Denoising Walking Videos for Gait Recognition Dongyang Jin Chao Fan Jingzhe Ma Jingkai Zhou Weihua Chen Shiqi Yu DiffM 25 1 0 24 May 2025
Spiking Transformers Need High Frequency Information Yuetong Fang Deming Zhou Ziqing Wang Hongwei Ren Zecui Zeng Lusong Li Shibo Zhou Renjing Xu 51 0 0 24 May 2025
CRITS: Convolutional Rectifier for Interpretable Time Series Classification Alejandro Kuratomi Zed Lee Guilherme Dinis Chaliane Junior Tony Lindgren Diego García Pérez AI4TS FAtt 31 0 0 24 May 2025
EVM-Fusion: An Explainable Vision Mamba Architecture with Neural Algorithmic Fusion Zichuan Yang 256 0 0 23 May 2025
A Dataset and Benchmarks for Deep Learning-Based Optical Microrobot Pose and Depth Perception Lan Wei Dandan Zhang 15 0 0 23 May 2025
Soft-CAM: Making black box models self-explainable for high-stakes decisions K. Djoumessi Philipp Berens FAtt BDL 229 0 0 23 May 2025
Dual Branch VideoMamba with Gated Class Token Fusion for Violence Detection Damith Chamalke Senadeera Xiaoyun Yang Dimitrios Kollias Gregory G. Slabaugh Mamba 24 0 0 23 May 2025
ICPL-ReID: Identity-Conditional Prompt Learning for Multi-Spectral Object Re-Identification Shihao Li Chenglong Li Aihua Zheng Jin Tang Bin Luo 52 1 0 23 May 2025
Mind the GAP! The Challenges of Scale in Pixel-based Deep Reinforcement Learning Ghada Sokar Pablo Samuel Castro 55 0 0 23 May 2025
An Attention Infused Deep Learning System with Grad-CAM Visualization for Early Screening of Glaucoma Ramanathan Swaminathan 82 0 0 23 May 2025
Promptable cancer segmentation using minimal expert-curated data Lynn Karam Yipei Wang Veeru Kasivisvanathan M. Rusu Yipeng Hu Shaheer U. Saeed 125 0 0 23 May 2025
AnchorFormer: Differentiable Anchor Attention for Efficient Vision Transformer Jiquan Shan Junxiao Wang Lifeng Zhao Liang Cai Hongyuan Zhang Ioannis Liritzis ViT 243 0 0 22 May 2025
An Analysis of Concept Bottleneck Models: Measuring, Understanding, and Mitigating the Impact of Noisy Annotations Seonghwan Park Jueun Mun Donghyun Oh Namhoon Lee 43 0 0 22 May 2025
Ranked Entropy Minimization for Continual Test-Time Adaptation Jisu Han Jaemin Na Wonjun Hwang TTA 57 0 0 22 May 2025
Detailed Evaluation of Modern Machine Learning Approaches for Optic Plastics Sorting Vaishali Maheshkar Aadarsh Anantha Ramakrishnan Charuvahan Adhivarahan Karthik Dantu 69 0 0 22 May 2025
AdvReal: Adversarial Patch Generation Framework with Application to Adversarial Safety Evaluation of Object Detection Systems Yuanhao Huang Yilong Ren Jinlei Wang Lujia Huo Xuesong Bai Jinchuan Zhang Haiyan Yu AAML 50 0 0 22 May 2025
Statistical Test for Saliency Maps of Graph Neural Networks via Selective Inference Shuichi Nishino Tomohiro Shiraishi Teruyuki Katsuoka Ichiro Takeuchi 31 0 0 22 May 2025
Refining Neural Activation Patterns for Layer-Level Concept Discovery in Neural Network-Based Receivers Marko Tuononen Duy Vu Dani Korpi Vesa Starck Ville Hautamäki 159 0 0 21 May 2025
Explainable embeddings with Distance Explainer Christiaan Meijer E. G. Patrick Bos 155 0 0 21 May 2025
Spectral-Aware Global Fusion for RGB-Thermal Semantic Segmentation Ce Zhang Zifu Wan Simon Stepputtis Katia Sycara Yaqi Xie 64 0 0 21 May 2025
Intra-class Patch Swap for Self-Distillation Hongjun Choi Eun Som Jeon Ankita Shukla Pavan Turaga 64 0 0 20 May 2025
Enhancing Interpretability of Sparse Latent Representations with Class Information Farshad Sangari Abiz Reshad Hosseini Babak N. Araabi DRL 155 0 0 20 May 2025
Domain Adaptation for Multi-label Image Classification: a Discriminator-free Approach Inder Pal Singh Enjie Ghorbel Anis Kacem Djamila Aouada 266 0 0 20 May 2025
Unintended Bias in 2D+ Image Segmentation and Its Effect on Attention Asymmetry Zsófia Molnár Gergely Szabó András Horváth 48 0 0 20 May 2025
StarFT: Robust Fine-tuning of Zero-shot Models via Spuriosity Alignment Younghyun Kim Jongheon Jeong Sangkyung Kwak Kyungmin Lee Juho Lee Jinwoo Shin 63 0 0 19 May 2025