Eigen-CAM: Class Activation Map using Principal Components

1 August 2020

Papers citing "Eigen-CAM: Class Activation Map using Principal Components"

40 / 40 papers shown

Title
AI-Enabled Accurate Non-Invasive Assessment of Pulmonary Hypertension Progression via Multi-Modal Echocardiography Jiewen Yang Taoran Huang Shangwei Ding Xiaowei Xu Qinhua Zhao ... Bin Pu Jiexuan Zheng Caojin Zhang Hongwen Fei Xuelong Li 18 0 0 12 May 2025
CNN-based Image Models Verify a Hypothesis that The Writers of Cuneiform Texts Improved Their Writing Skills When Studying at the Age of Hittite Empire Daichi Kohmoto Katsutoshi Fukuda Daisuke Yoshida Takafumi Matsui Sachihiro Omura 28 0 0 11 May 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 96 1 0 26 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
GRAPHITE: Graph-Based Interpretable Tissue Examination for Enhanced Explainability in Breast Cancer Histopathology Raktim Kumar Mondol Ewan K. A. Millar Peter H. Graham Lois Browne Arcot Sowmya Erik H. W. Meijering 46 0 0 08 Jan 2025
Multi-Head Explainer: A General Framework to Improve Explainability in CNNs and Transformers Bohang Sun Pietro Liò ViT AAML 45 1 0 02 Jan 2025
Topology-Aware 3D Gaussian Splatting: Leveraging Persistent Homology for Optimized Structural Integrity Tianqi Shen Shaohua Liu Jiaqi Feng Ziye Ma Ning An 79 0 0 21 Dec 2024
GiVE: Guiding Visual Encoder to Perceive Overlooked Information Junjie Li Jianghong Ma Xiaofeng Zhang Yuhang Li Jianyang Shi 43 0 0 26 Oct 2024
Unveiling AI's Blind Spots: An Oracle for In-Domain, Out-of-Domain, and Adversarial Errors Shuangpeng Han Mengmi Zhang 161 0 0 03 Oct 2024
TSynD: Targeted Synthetic Data Generation for Enhanced Medical Image Classification Joshua Niemeijer J. Ehrhardt H. Uzunova Heinz Handels OOD DiffM MedIm 31 0 0 25 Jun 2024
ComFace: Facial Representation Learning with Synthetic Data for Comparing Faces Yusuke Akamatsu Terumi Umematsu Hitoshi Imaoka Shizuko Gomi Hideo Tsurushima 97 0 0 25 May 2024
Hierarchical Salient Patch Identification for Interpretable Fundus Disease Localization Yitao Peng Lianghua He D. Hu FAtt 59 0 0 23 May 2024
Rad4XCNN: a new agnostic method for post-hoc global explanation of CNN-derived features by means of radiomics Francesco Prinzi C. Militello Calogero Zarcaro T. Bartolotta Salvatore Gaglio Salvatore Vitabile 26 1 0 26 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 20 0 0 19 Apr 2024
LSKNet: A Foundation Lightweight Backbone for Remote Sensing Yuxuan Li Xiang Li Yimain Dai Qibin Hou Li Liu Yongxiang Liu Ming-Ming Cheng Jian Yang 39 32 0 18 Mar 2024
Prioritized Semantic Learning for Zero-shot Instance Navigation Xander Sun Louis Lau Hoyard Zhi Ronghe Qiu Junwei Liang 40 8 0 18 Mar 2024
Precise Extraction of Deep Learning Models via Side-Channel Attacks on Edge/Endpoint Devices Younghan Lee Sohee Jun Yungi Cho Woorim Han Hyungon Moon Y. Paek AAML 31 2 0 05 Mar 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 35 1 0 19 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
Zero-shot Translation of Attention Patterns in VQA Models to Natural Language Leonard Salewski A. Sophia Koepke Hendrik P. A. Lensch Zeynep Akata 37 2 0 08 Nov 2023
Overview of Class Activation Maps for Visualization Explainability Anh Pham Thi Minh HAI FAtt 38 5 0 25 Sep 2023
Towards the Visualization of Aggregated Class Activation Maps to Analyse the Global Contribution of Class Features Igor Cherepanov D. Sessler Alex Ulmer Hendrik Lücke-Tieke Jörn Kohlhammer FAtt 24 0 0 29 Jul 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
Boosting Adversarial Transferability via Fusing Logits of Top-1 Decomposed Feature Juanjuan Weng Zhiming Luo Dazhen Lin Shaozi Li Zhun Zhong AAML FedML 42 7 0 02 May 2023
LEURN: Learning Explainable Univariate Rules with Neural Networks Çağlar Aytekin FAtt 29 0 0 27 Mar 2023
Opti-CAM: Optimizing saliency maps for interpretability Hanwei Zhang Felipe Torres R. Sicre Yannis Avrithis Stéphane Ayache 36 22 0 17 Jan 2023
Hierarchical Dynamic Masks for Visual Explanation of Neural Networks Yitao Peng Longzhen Yang Yihang Liu Lianghua He FAtt 16 3 0 12 Jan 2023
Guided Hybrid Quantization for Object detection in Multimodal Remote Sensing Imagery via One-to-one Self-teaching Jiaqing Zhang Jie Lei Weiying Xie Yunsong Li Wenxuan Wang MQ 27 19 0 31 Dec 2022
Bi-directional Feature Reconstruction Network for Fine-Grained Few-Shot Image Classification Jijie Wu Dongliang Chang Aneeshan Sain Xiaoxu Li Zhanyu Ma Jie Cao Jun Guo Yi-Zhe Song 19 35 0 30 Nov 2022
Deep Multimodal Fusion for Generalizable Person Re-identification Suncheng Xiang Hao Chen Jing Gao Jiawang Mou Ting Liu Xiaobo Li Yuzhuo Fu 34 5 0 02 Nov 2022
Character-Centric Story Visualization via Visual Planning and Token Alignment Hong Chen Rujun Han Te-Lin Wu Hideki Nakayama Nanyun Peng DiffM VGen 27 31 0 16 Oct 2022
Neural Networks are Decision Trees Çağlar Aytekin FAtt 32 24 0 11 Oct 2022
Activation Template Matching Loss for Explainable Face Recognition Huawei Lin Haozhe Liu Qiufu Li Linlin Shen CVBM 29 1 0 05 Jul 2022
YOLOSA: Object detection based on 2D local feature superimposed self-attention Weisheng Li Lin Huang 3DH 27 9 0 23 Jun 2022
Trajectory-guided Control Prediction for End-to-end Autonomous Driving: A Simple yet Strong Baseline Peng Wu Xiaosong Jia Li Chen Junchi Yan Hongyang Li Yu Qiao 44 182 0 16 Jun 2022
CYBORG: Blending Human Saliency Into the Loss Improves Deep Learning Aidan Boyd Patrick J. Tinsley Kevin W. Bowyer A. Czajka CVBM 25 38 0 01 Dec 2021
Semantic Image Fusion P. Hill D. R. Bull 25 0 0 13 Oct 2021
Rethinking Person Re-Identification via Semantic-Based Pretraining Suncheng Xiang Jingsheng Gao Zi-Yu Zhang Mengyuan Guan Binghai Yan Ting Liu Xiaobo Li Yuzhuo Fu VLM 32 11 0 11 Oct 2021
Learning Vision Transformer with Squeeze and Excitation for Facial Expression Recognition Mouath Aouayeb W. Hamidouche Catherine Soladié K. Kpalma Renaud Séguier ViT 28 57 0 07 Jul 2021