SS-CAM: Smoothed Score-CAM for Sharper Visual Feature Localization

25 June 2020

Rakshit Naidu

Papers citing "SS-CAM: Smoothed Score-CAM for Sharper Visual Feature Localization"

43 / 43 papers shown

Title
From Visual Explanations to Counterfactual Explanations with Latent Diffusion Tung Luu Nam Le Duc Le Bac Le DiffM AAML FAtt 50 0 0 12 Apr 2025
Grad-ECLIP: Gradient-based Visual and Textual Explanations for CLIP Chenyang Zhao Kun Wang J. H. Hsiao Antoni B. Chan CLIP 66 0 0 26 Feb 2025
CoLo-CAM: Class Activation Mapping for Object Co-Localization in Weakly-Labeled Unconstrained Videos Soufiane Belharbi Shakeeb Murtaza M. Pedersoli Ismail Ben Ayed Luke McCaffrey Eric Granger WSOL 54 4 0 28 Jan 2025
Explainable Artificial Intelligence for Medical Applications: A Review Qiyang Sun Alican Akman Björn Schuller 81 6 0 15 Nov 2024
MetaDD: Boosting Dataset Distillation with Neural Network Architecture-Invariant Generalization Yunlong Zhao Xiaoheng Deng Xiu Su Hongyan Xu Xiuxing Li Yijing Liu Shan You FedML DD 31 1 0 07 Oct 2024
An Explainable Non-local Network for COVID-19 Diagnosis Jingfu Yang Peng Huang Jing Hu Shu Hu Siwei Lyu Xin Wang Jun Guo Xi Wu 34 1 0 08 Aug 2024
Leveraging Transformers for Weakly Supervised Object Localization in Unconstrained Videos Shakeeb Murtaza M. Pedersoli Aydin Sarraf Eric Granger WSOL 43 0 0 08 Jul 2024
Integrated feature analysis for deep learning interpretation and class activation maps Yanli Li Tahereh Hassanzadeh D. Shamonin Monique Reijnierse A. H. V. D. H. Mil B. Stoel 33 0 0 01 Jul 2024
Axiomatization of Gradient Smoothing in Neural Networks Linjiang Zhou Xiaochuan Shi Chao Ma Zepeng Wang FAtt 16 0 0 29 Jun 2024
Tensor Polynomial Additive Model Yang Chen Ce Zhu Jiani Liu Yipeng Liu TPM 25 0 0 05 Jun 2024
Spinal Osteophyte Detection via Robust Patch Extraction on minimally annotated X-rays Soumya Snigdha Kundu Yuanhan Mo Nicharee Srikijkasemwat Bartłomiej W. Papież 19 1 0 29 Feb 2024
Enhancing the "Immunity" of Mixture-of-Experts Networks for Adversarial Defense Qiao Han yong huang Xinling Guo Yiteng Zhai Yu Qin Yao Yang AAML 16 1 0 29 Feb 2024
Challenging the Black Box: A Comprehensive Evaluation of Attribution Maps of CNN Applications in Agriculture and Forestry Lars Nieradzik Henrike Stephani Jördis Sieburg-Rockel Stephanie Helmling Andrea Olbrich Janis Keuper FAtt 42 3 0 18 Feb 2024
HistoSegCap: Capsules for Weakly-Supervised Semantic Segmentation of Histological Tissue Type in Whole Slide Images Mobina Mansoori Sajjad Shahabodini J. Abouei Arash Mohammadi Konstantinos N. Plataniotis 24 0 0 16 Feb 2024
Dual-Channel Reliable Breast Ultrasound Image Classification Based on Explainable Attribution and Uncertainty Quantification Shuge Lei Haonan Hu Desheng Sun Huabin Zhang Kehong Yuan Jian Dai Jijun Tang Yan Tong 28 0 0 08 Jan 2024
Exploring Hyperspectral Anomaly Detection with Human Vision: A Small Target Aware Detector Jitao Ma Weiying Xie Yunsong Li 36 1 0 02 Jan 2024
DiPS: Discriminative Pseudo-Label Sampling with Self-Supervised Transformers for Weakly Supervised Object Localization Shakeeb Murtaza Soufiane Belharbi M. Pedersoli Aydin Sarraf Eric Granger WSOL 43 9 0 09 Oct 2023
ViT-ReciproCAM: Gradient and Attention-Free Visual Explanations for Vision Transformer Seokhyun Byun Won-Jo Lee FAtt 13 4 0 04 Oct 2023
Overview of Class Activation Maps for Visualization Explainability Anh Pham Thi Minh HAI FAtt 24 5 0 25 Sep 2023
BroadCAM: Outcome-agnostic Class Activation Mapping for Small-scale Weakly Supervised Applications Jiatai Lin Guoqiang Han Xuemiao Xu C. Liang T. Wong C. L. P. Chen Zaiyi Liu Chu Han VLM 22 1 0 07 Sep 2023
ODAM: Gradient-based instance-specific visual explanations for object detection Chenyang Zhao Antoni B. Chan FAtt 19 8 0 13 Apr 2023
Explain To Me: Salience-Based Explainability for Synthetic Face Detection Models Colton R. Crum Patrick J. Tinsley Aidan Boyd Jacob Piland Christopher Sweet Timothy D. Kelley Kevin W. Bowyer A. Czajka CVBM XAI AAML FAtt 11 6 0 21 Mar 2023
Opti-CAM: Optimizing saliency maps for interpretability Hanwei Zhang Felipe Torres R. Sicre Yannis Avrithis Stéphane Ayache 28 22 0 17 Jan 2023
Crown-CAM: Interpretable Visual Explanations for Tree Crown Detection in Aerial Images S. M. Marvasti-Zadeh D. Goodsman Nilanjan Ray Nadir Erbilgin FAtt 11 5 0 23 Nov 2022
What Makes a Good Explanation?: A Harmonized View of Properties of Explanations Zixi Chen Varshini Subhash Marton Havasi Weiwei Pan Finale Doshi-Velez XAI FAtt 27 18 0 10 Nov 2022
Recipro-CAM: Fast gradient-free visual explanations for convolutional neural networks Seokhyun Byun Won-Jo Lee FAtt 23 4 0 28 Sep 2022
Discriminative Sampling of Proposals in Self-Supervised Transformers for Weakly Supervised Object Localization Shakeeb Murtaza Soufiane Belharbi M. Pedersoli Aydin Sarraf Eric Granger ViT WSOL 54 15 0 09 Sep 2022
TCAM: Temporal Class Activation Maps for Object Localization in Weakly-Labeled Unconstrained Videos Soufiane Belharbi Ismail Ben Ayed Luke McCaffrey Eric Granger WSOL 39 12 0 30 Aug 2022
Re-Attention Transformer for Weakly Supervised Object Localization Hui Su Yue Ye Zhiwei Chen Min-Gyoo Song Lechao Cheng WSOL 28 14 0 03 Aug 2022
Fault Detection and Classification of Aerospace Sensors using a VGG16-based Deep Neural Network Zhongzhi Li Yunmei Zhao Jinyi Ma J. Ai Yiqun Dong 13 2 0 27 Jul 2022
Augmented Imagefication: A Data-driven Fault Detection Method for Aircraft Air Data Sensors Hang Zhao Jinyi Ma Zhongzhi Li Yiqun Dong J. Ai 19 0 0 18 Jun 2022
TSEM: Temporally Weighted Spatiotemporal Explainable Neural Network for Multivariate Time Series Anh-Duy Pham Anastassia Kuestenmacher P. Ploeger AI4TS 11 4 0 25 May 2022
Poly-CAM: High resolution class activation map for convolutional neural networks A. Englebert O. Cornu Christophe De Vleeschouwer 11 10 0 28 Apr 2022
Conceptor Learning for Class Activation Mapping Guangwu Qian Zhen-Qun Yang Xu-Lu Zhang Yaowei Wang Qing Li Xiaoyong Wei 11 0 0 21 Jan 2022
Weakly Supervised Visual-Auditory Fixation Prediction with Multigranularity Perception Guotao Wang Chenglizhao Chen Deng-Ping Fan Aimin Hao Hong Qin 12 2 0 27 Dec 2021
Model Doctor: A Simple Gradient Aggregation Strategy for Diagnosing and Treating CNN Classifiers Zunlei Feng Jiacong Hu Sai Wu Xiaotian Yu Jie Song Mingli Song 27 13 0 09 Dec 2021
SSA: Semantic Structure Aware Inference for Weakly Pixel-Wise Dense Predictions without Cost Yanpeng Sun Zechao Li 24 15 0 05 Nov 2021
F-CAM: Full Resolution Class Activation Maps via Guided Parametric Upscaling Soufiane Belharbi Aydin Sarraf M. Pedersoli Ismail Ben Ayed Luke McCaffrey Eric Granger WSOL 31 30 0 15 Sep 2021
Revisiting The Evaluation of Class Activation Mapping for Explainability: A Novel Metric and Experimental Analysis Samuele Poppi Marcella Cornia Lorenzo Baraldi Rita Cucchiara FAtt 125 33 0 20 Apr 2021
Match Them Up: Visually Explainable Few-shot Image Classification Bowen Wang Liangzhi Li Manisha Verma Yuta Nakashima R. Kawasaki Hajime Nagahara FAtt 11 25 0 25 Nov 2020
IS-CAM: Integrated Score-CAM for axiomatic-based explanations Rakshit Naidu Ankita Ghosh Yash Maurya K. ShamanthRNayak Soumya Snigdha Kundu FAtt 11 46 0 06 Oct 2020
SCOUTER: Slot Attention-based Classifier for Explainable Image Recognition Liangzhi Li Bowen Wang Manisha Verma Yuta Nakashima R. Kawasaki Hajime Nagahara OCL 23 49 0 14 Sep 2020
Deep Weakly-Supervised Learning Methods for Classification and Localization in Histology Images: A Survey Jérôme Rony Soufiane Belharbi Jose Dolz Ismail Ben Ayed Luke McCaffrey Eric Granger 23 70 0 08 Sep 2019