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 / 5,305 papers shown

Title
Local Manifold Learning for No-Reference Image Quality Assessment Timin Gao Wensheng Pan Yan Zhang Sicheng Zhao Shengchuan Zhang Xiawu Zheng Ke Li Liujuan Cao Rongrong Ji 77 2 0 27 Jun 2024
BackMix: Mitigating Shortcut Learning in Echocardiography with Minimal Supervision Kit M. Bransby A. Beqiri Woo-Jin Cho Kim Jorge Oliveira A. Chartsias Alberto Gomez 75 1 0 27 Jun 2024
Fairness and Bias in Multimodal AI: A Survey Tosin Adewumi Lama Alkhaled Namrata Gurung G. V. Boven Irene Pagliai 117 10 0 27 Jun 2024
Segment Anything Model for automated image data annotation: empirical studies using text prompts from Grounding DINO F. Mumuni A. Mumuni VLM 142 0 0 27 Jun 2024
SpY: A Context-Based Approach to Spacecraft Component Detection Trupti Mahendrakar Ryan T. White Madhur Tiwari 69 0 0 26 Jun 2024
On the Role of Visual Grounding in VQA Daniel Reich Tanja Schultz 92 1 0 26 Jun 2024
Generative artificial intelligence in ophthalmology: multimodal retinal images for the diagnosis of Alzheimer's disease with convolutional neural networks I. R. Slootweg M. Thach K. Curro-Tafili F. D. Verbraak F. H. Bouwman Y. Pijnenburg J. F. Boer J.H.P de Kwisthout L. Bagheriye P. J. González MedIm DiffM 78 0 0 26 Jun 2024
InFiConD: Interactive No-code Fine-tuning with Concept-based Knowledge Distillation Jinbin Huang Wenbin He Liang Gou Liu Ren Chris Bryan 112 0 0 25 Jun 2024
Detection of Synthetic Face Images: Accuracy, Robustness, Generalization Nela Petrželková Jan Cech 106 0 0 25 Jun 2024
AI for the prediction of early stages of Alzheimer's disease from neuroimaging biomarkers -- A narrative review of a growing field Thorsten Rudroff O. Rainio R. Klén 104 8 0 25 Jun 2024
Semantic Deep Hiding for Robust Unlearnable Examples Ruohan Meng Chenyu Yi Yi Yu Siyuan Yang Bingquan Shen Alex C. Kot 131 5 0 25 Jun 2024
Scalable Artificial Intelligence for Science: Perspectives, Methods and Exemplars Wesley Brewer Aditya Kashi Sajal Dash A. Tsaris Junqi Yin Mallikarjun Shankar Feiyi Wang 87 0 0 24 Jun 2024
DWARF: Disease-weighted network for attention map refinement Haozhe Luo Aurélie Pahud de Mortanges Oana Inel Abraham Bernstein Mauricio Reyes MedIm 114 3 0 24 Jun 2024
CausalFormer: An Interpretable Transformer for Temporal Causal Discovery Lingbai Kong Wengen Li Hanchen Yang Yichao Zhang Jihong Guan Shuigeng Zhou CML AI4TS 72 3 0 24 Jun 2024
InterCLIP-MEP: Interactive CLIP and Memory-Enhanced Predictor for Multi-modal Sarcasm Detection Junjie Chen Hang Yu Weidong Liu Subin Huang Sanmin Liu 91 2 0 24 Jun 2024
AND: Audio Network Dissection for Interpreting Deep Acoustic Models Tung-Yu Wu Yu-Xiang Lin Tsui-Wei Weng 108 2 0 24 Jun 2024
LOGCAN++: Adaptive Local-global class-aware network for semantic segmentation of remote sensing imagery Xiaowen Ma Rongrong Lian Zhenkai Wu Hongbo Guo Mengting Ma Sensen Wu Zhenhong Du Siyang Song Wei Zhang 235 5 0 24 Jun 2024
RepNeXt: A Fast Multi-Scale CNN using Structural Reparameterization Mingshu Zhao Yi Luo Yong Ouyang 124 3 0 23 Jun 2024
A Review of Global Sensitivity Analysis Methods and a comparative case study on Digit Classification Zahra Sadeghi Stan Matwin 68 1 0 23 Jun 2024
Beyond the Doors of Perception: Vision Transformers Represent Relations Between Objects Michael A. Lepori Alexa R. Tartaglini Wai Keen Vong Thomas Serre Brenden M. Lake Ellie Pavlick 91 4 0 22 Jun 2024
Reading Is Believing: Revisiting Language Bottleneck Models for Image Classification Honori Udo Takafumi Koshinaka VLM 71 0 0 22 Jun 2024
Privacy Implications of Explainable AI in Data-Driven Systems Fatima Ezzeddine 52 3 0 22 Jun 2024
Unseen Object Reasoning with Shared Appearance Cues Paridhi Singh Arun C. S. Kumar OCL 56 0 0 21 Jun 2024
DiffExplainer: Unveiling Black Box Models Via Counterfactual Generation Yingying Fang Shuang Wu Zihao Jin Caiwen Xu Shiyi Wang Simon Walsh Guang Yang MedIm 93 6 0 21 Jun 2024
Deciphering the Definition of Adversarial Robustness for post-hoc OOD Detectors Peter Lorenz Mario Fernandez Jens Müller Ullrich Kothe AAML 244 1 0 21 Jun 2024
SelfReg-UNet: Self-Regularized UNet for Medical Image Segmentation Wenhui Zhu Xiwen Chen Peijie Qiu Mohammad Farazi Aristeidis Sotiras Abolfazl Razi Yalin Wang SSeg SSL 69 11 0 21 Jun 2024
AI-based Anomaly Detection for Clinical-Grade Histopathological Diagnostics Jonas Dippel Niklas Prenißl Julius Hense Philipp Liznerski Tobias Winterhoff ... David Horst Maximilian Alber Lukas Ruff Klaus-Robert Müller Frederick Klauschen 79 5 0 21 Jun 2024
ATAC-Net: Zoomed view works better for Anomaly Detection Shaurya Gupta Neil Gautam Anurag Malyala 49 0 0 20 Jun 2024
Towards Multi-modality Fusion and Prototype-based Feature Refinement for Clinically Significant Prostate Cancer Classification in Transrectal Ultrasound Hong Wu Juan Fu Hongsheng Ye Yuming Zhong Xuebin Zou Jianhua Zhou Yi Wang MedIm 34 1 0 20 Jun 2024
Gaze-directed Vision GNN for Mitigating Shortcut Learning in Medical Image Shaoxuan Wu Xiao Zhang Bin Wang Zhuo Jin Hansheng Li Jun Feng MedIm 3DH 95 3 0 20 Jun 2024
Revealing the Learning Process in Reinforcement Learning Agents Through Attention-Oriented Metrics Charlotte Beylier Simon M. Hofmann Nico Scherf 220 0 0 20 Jun 2024
Empowering Tuberculosis Screening with Explainable Self-Supervised Deep Neural Networks Neel Patel Alexander Wong Ashkan Ebadi 45 1 0 19 Jun 2024
Estimating Map Completeness in Robot Exploration Matteo Luperto Marco Maria Ferrara Giacomo Boracchi Francesco Amigoni 101 1 0 19 Jun 2024
Reasoning with trees: interpreting CNNs using hierarchies Caroline Mazini Rodrigues Nicolas Boutry Laurent Najman 56 0 0 19 Jun 2024
A Super-human Vision-based Reinforcement Learning Agent for Autonomous Racing in Gran Turismo Miguel Vasco Takuma Seno Kenta Kawamoto K. Subramanian Peter R. Wurman Peter Stone 109 8 0 18 Jun 2024
Deep self-supervised learning with visualisation for automatic gesture recognition Fabien Allemand Alessio Mazzela Jun Villette Decky Aspandi Titus Zaharia HAI SLR 57 0 0 18 Jun 2024
A Comparative Study of Continuous Sign Language Recognition Techniques Sarah Alyami H. Luqman SLR 66 2 0 18 Jun 2024
Unleashing the Potential of Open-set Noisy Samples Against Label Noise for Medical Image Classification Zehui Liao Shishuai Hu Yong-quan Xia 81 0 0 18 Jun 2024
VIRL: Volume-Informed Representation Learning towards Few-shot Manufacturability Estimation Yu-hsuan Chen Jonathan Cagan Levent Burak Kara 80 2 0 18 Jun 2024
Enhancing Diagnostic Reliability of Foundation Model with Uncertainty Estimation in OCT Images Yuanyuan Peng Aidi Lin Ming Wang Tian Lin Ke Zou ... Lixia Feng Zhen Liang Xinjian Chen Huazhu Fu Haoyu Chen 59 0 0 18 Jun 2024
MiSuRe is all you need to explain your image segmentation Syed Nouman Hasany Fabrice Mériaudeau Caroline Petitjean 39 2 0 18 Jun 2024
Lightweight Model Pre-training via Language Guided Knowledge Distillation Mingsheng Li Lin Zhang Mingzhen Zhu Zilong Huang Gang Yu Jiayuan Fan Tao Chen 81 2 0 17 Jun 2024
Harmonizing Feature Maps: A Graph Convolutional Approach for Enhancing Adversarial Robustness Kejia Zhang Juanjuan Weng Junwei Wu Guoqing Yang Shaozi Li Zhiming Luo AAML 97 1 0 17 Jun 2024
Inpainting the Gaps: A Novel Framework for Evaluating Explanation Methods in Vision Transformers Lokesh Badisa Sumohana S. Channappayya 105 0 0 17 Jun 2024
Frozen CLIP: A Strong Backbone for Weakly Supervised Semantic Segmentation Bingfeng Zhang Siyue Yu Yunchao Wei Yao Zhao Jimin Xiao VLM 71 10 0 17 Jun 2024
P-TA: Using Proximal Policy Optimization to Enhance Tabular Data Augmentation via Large Language Models Shuo Yang Chenchen Yuan Yao Rong Felix Steinbauer Gjergji Kasneci 91 1 0 17 Jun 2024
Towards Efficient Target-Level Machine Unlearning Based on Essential Graph Heng Xu Tianqing Zhu Lefeng Zhang Wanlei Zhou Wei Zhao MU 83 1 0 16 Jun 2024
Pick-or-Mix: Dynamic Channel Sampling for ConvNets Ashish Kumar Daneul Kim Jaesik Park Laxmidhar Behera 94 1 0 16 Jun 2024
IG2: Integrated Gradient on Iterative Gradient Path for Feature Attribution Yue Zhuo Zhiqiang Ge 57 9 0 16 Jun 2024
IMDL-BenCo: A Comprehensive Benchmark and Codebase for Image Manipulation Detection & Localization Xiaochen Ma Xuekang Zhu Lei Su Bo Du Zhuohang Jiang ... Zeyu Lei Xinyu Yang Chi-Man Pun Jiancheng Lv Jizhe Zhou VLM 82 11 0 15 Jun 2024