Grad-CAM++: Improved Visual Explanations for Deep Convolutional Networks

30 October 2017

Papers citing "Grad-CAM++: Improved Visual Explanations for Deep Convolutional Networks"

50 / 300 papers shown

Title
CAM-Based Methods Can See through Walls Magamed Taimeskhanov R. Sicre Damien Garreau 28 1 0 02 Apr 2024
Supporting Mitosis Detection AI Training with Inter-Observer Eye-Gaze Consistencies H. Gu Zihan Yan A. Alvi Brandon Day Chunxu Yang Zida Wu S. Magaki Mohammad Haeri Xiang Ánthony' Chen 31 1 0 02 Apr 2024
A Closer Look at Spatial-Slice Features Learning for COVID-19 Detection Chih-Chung Hsu Chia-Ming Lee Chiang Fan Yang Yi-Shiuan Chou Chih-Yu Jiang Shen-Chieh Tai Chin-Han Tsai 44 0 0 02 Apr 2024
Safety Implications of Explainable Artificial Intelligence in End-to-End Autonomous Driving Shahin Atakishiyev Mohammad Salameh Randy Goebel 72 6 0 18 Mar 2024
Gradient based Feature Attribution in Explainable AI: A Technical Review Yongjie Wang Tong Zhang Xu Guo Zhiqi Shen XAI 29 19 0 15 Mar 2024
EventRPG: Event Data Augmentation with Relevance Propagation Guidance Mingyuan Sun Donghao Zhang Zongyuan Ge Jiaxu Wang Jia Li Zheng Fang Renjing Xu 37 7 0 14 Mar 2024
Matching Non-Identical Objects Yusuke Marumo Kazuhiko Kawamoto Hiroshi Kera 35 0 0 13 Mar 2024
Explainable Contrastive and Cost-Sensitive Learning for Cervical Cancer Classification Ashfiqun Mustari Rushmia Ahmed Afsara Tasnim Jakia Sultana Juthi G. M. Shahariar 22 2 0 24 Feb 2024
Fingerprint Presentation Attack Detector Using Global-Local Model Haozhe Liu Wentian Zhang Feng Liu Haoqian Wu Linlin Shen 33 23 0 20 Feb 2024
Implementing local-explainability in Gradient Boosting Trees: Feature Contribution Ángel Delgado-Panadero Beatriz Hernández-Lorca María Teresa García-Ordás J. Benítez-Andrades 40 52 0 14 Feb 2024
CoBra: Complementary Branch Fusing Class and Semantic Knowledge for Robust Weakly Supervised Semantic Segmentation Woojung Han Seil Kang Kyobin Choo Seong Jae Hwang 27 0 0 05 Feb 2024
Respect the model: Fine-grained and Robust Explanation with Sharing Ratio Decomposition Sangyu Han Yearim Kim Nojun Kwak AAML 29 1 0 25 Jan 2024
CAManim: Animating end-to-end network activation maps Emily Kaczmarek Olivier X. Miguel Alexa C. Bowie R. Ducharme Alysha L. J. Dingwall-Harvey S. Hawken Christine M. Armour Mark C. Walker Kevin Dick HAI 37 1 0 19 Dec 2023
Invariant Representation via Decoupling Style and Spurious Features from Images Ruimeng Li Yuanhao Pu Zhaoyi Li Hong Xie Defu Lian OOD 23 1 0 11 Dec 2023
Occlusion Sensitivity Analysis with Augmentation Subspace Perturbation in Deep Feature Space Pedro Valois Koichiro Niinuma Kazuhiro Fukui AAML 32 4 0 25 Nov 2023
Morphology-Enhanced CAM-Guided SAM for weakly supervised Breast Lesion Segmentation Xin Yue Xiaoling Liu Qing Zhao Jianqiang Li Changwei Song Suqin Liu Zhikai Yang Guanghui Fu MedIm 29 2 0 18 Nov 2023
LICO: Explainable Models with Language-Image Consistency Yiming Lei Zilong Li Yangyang Li Junping Zhang Hongming Shan VLM FAtt 17 7 0 15 Oct 2023
Cross-modal Cognitive Consensus guided Audio-Visual Segmentation Zhaofeng Shi Qingbo Wu Fanman Meng Linfeng Xu Hongliang Li VOS 33 3 0 10 Oct 2023
Overview of Class Activation Maps for Visualization Explainability Anh Pham Thi Minh HAI FAtt 38 5 0 25 Sep 2023
Text-to-Image Models for Counterfactual Explanations: a Black-Box Approach Guillaume Jeanneret Loïc Simon Frédéric Jurie DiffM 30 12 0 14 Sep 2023
DeViL: Decoding Vision features into Language Meghal Dani Isabel Rio-Torto Stephan Alaniz Zeynep Akata VLM 42 7 0 04 Sep 2023
Variational Information Pursuit with Large Language and Multimodal Models for Interpretable Predictions Kwan Ho Ryan Chan Aditya Chattopadhyay B. Haeffele René Vidal 42 0 0 24 Aug 2023
Fairness Explainability using Optimal Transport with Applications in Image Classification Philipp Ratz Franccois Hu Arthur Charpentier 23 0 0 22 Aug 2023
Multi-View Fusion and Distillation for Subgrade Distresses Detection based on 3D-GPR Chunpeng Zhou Kang Ning Haishuai Wang Zhi Yu Sheng Zhou Jiajun Bu 27 1 0 09 Aug 2023
SAfER: Layer-Level Sensitivity Assessment for Efficient and Robust Neural Network Inference Edouard Yvinec Arnaud Dapogny Kévin Bailly Xavier Fischer AAML 16 2 0 09 Aug 2023
Precise Benchmarking of Explainable AI Attribution Methods Rafael Brandt Daan Raatjens G. Gaydadjiev XAI 27 4 0 06 Aug 2023
Rethinking Class Activation Maps for Segmentation: Revealing Semantic Information in Shallow Layers by Reducing Noise Hangcheng Dong Yuhao Jiang Yingyan Huang Jing-Xiao Liao Bingguo Liu Dong Ye Guodong Liu 18 1 0 04 Aug 2023
Online Prototype Learning for Online Continual Learning Yujie Wei Jiaxin Ye Zhizhong Huang Junping Zhang Hongming Shan CLL OnRL 38 39 0 01 Aug 2023
Towards Generalizable Deepfake Detection by Primary Region Regularization Harry Cheng Yangyang Guo Tianyi Wang Liqiang Nie Mohan S. Kankanhalli 50 0 0 24 Jul 2023
Learning with Difference Attention for Visually Grounded Self-supervised Representations Aishwarya Agarwal Srikrishna Karanam Balaji Vasan Srinivasan 31 1 0 26 Jun 2023
UM-CAM: Uncertainty-weighted Multi-resolution Class Activation Maps for Weakly-supervised Fetal Brain Segmentation Jia Fu Tao Lu Shaoting Zhang Guotai Wang MedIm 26 2 0 20 Jun 2023
Active Globally Explainable Learning for Medical Images via Class Association Embedding and Cyclic Adversarial Generation Ruitao Xie Jingbang Chen Limai Jiang Ru Xiao Yi-Lun Pan Yunpeng Cai GAN MedIm 27 0 0 12 Jun 2023
G-CAME: Gaussian-Class Activation Mapping Explainer for Object Detectors Quoc Khanh Nguyen Hung Truong Thanh Nguyen Truong Thanh Hung Nguyen Van Binh Truong Quoc Hung Cao 32 4 0 06 Jun 2023
Decom--CAM: Tell Me What You See, In Details! Feature-Level Interpretation via Decomposition Class Activation Map Yuguang Yang Runtang Guo Shen-Te Wu Yimi Wang Juan Zhang Xuan Gong Baochang Zhang 19 0 0 27 May 2023
DeepSeaNet: Improving Underwater Object Detection using EfficientDet Sanyam Jain AAML 22 12 0 26 May 2023
CageViT: Convolutional Activation Guided Efficient Vision Transformer Hao Zheng Jinbao Wang Xiantong Zhen Hao Chen Jingkuan Song Feng Zheng ViT 32 0 0 17 May 2023
Weakly-supervised ROI extraction method based on contrastive learning for remote sensing images Lingfeng He Meng Xu Jie Ma 10 0 0 10 May 2023
Improve Video Representation with Temporal Adversarial Augmentation Jinhao Duan Quanfu Fan Hao-Ran Cheng Xiaoshuang Shi Kaidi Xu AAML AI4TS ViT 31 2 0 28 Apr 2023
Collaborative Feature Learning for Fine-grained Facial Forgery Detection and Segmentation Weinan Guan Wei Wang Jing Dong Bo Peng Tieniu Tan 40 2 0 17 Apr 2023
Explanation of Face Recognition via Saliency Maps Yuhang Lu Touradj Ebrahimi XAI CVBM 13 3 0 12 Apr 2023
Shape-Erased Feature Learning for Visible-Infrared Person Re-Identification Jiawei Feng Ancong Wu Wei-Shi Zheng 33 54 0 09 Apr 2023
Probing the Purview of Neural Networks via Gradient Analysis Jinsol Lee Charles Lehman Mohit Prabhushankar Ghassan AlRegib 32 7 0 06 Apr 2023
UFO: A unified method for controlling Understandability and Faithfulness Objectives in concept-based explanations for CNNs V. V. Ramaswamy Sunnie S. Y. Kim Ruth C. Fong Olga Russakovsky 40 0 0 27 Mar 2023
Mask and Restore: Blind Backdoor Defense at Test Time with Masked Autoencoder Tao Sun Lu Pang Chao Chen Haibin Ling AAML 43 9 0 27 Mar 2023
LEURN: Learning Explainable Univariate Rules with Neural Networks Çağlar Aytekin FAtt 31 0 0 27 Mar 2023
Adversarial Counterfactual Visual Explanations Guillaume Jeanneret Loïc Simon F. Jurie DiffM 41 27 0 17 Mar 2023
SUNY: A Visual Interpretation Framework for Convolutional Neural Networks from a Necessary and Sufficient Perspective Xiwei Xuan Ziquan Deng Hsuan-Tien Lin Z. Kong Kwan-Liu Ma AAML FAtt 37 2 0 01 Mar 2023
Interpretable Spectrum Transformation Attacks to Speaker Recognition Jiadi Yao H. Luo Xiao-Lei Zhang AAML 32 1 0 21 Feb 2023
TAX: Tendency-and-Assignment Explainer for Semantic Segmentation with Multi-Annotators Yuan Cheng Zu-Yun Shiau Fu-En Yang Yu-Chiang Frank Wang 39 2 0 19 Feb 2023
Model Doctor for Diagnosing and Treating Segmentation Error Zhijie Jia Lin Chen Kaiwen Hu Lechao Cheng Zunlei Feng Min-Gyoo Song 28 0 0 17 Feb 2023