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
Advancing Object Goal Navigation Through LLM-enhanced Object Affinities Transfer Mengying Lin Yaran Chen Dong Zhao Zhaoran Wang 116 2 0 15 Mar 2024
Thermal Earth Model for the Conterminous United States Using an Interpolative Physics-Informed Graph Neural Network (InterPIGNN) M. Aljubran Roland N. Horne AI4CE 83 10 0 15 Mar 2024
Shifting Focus: From Global Semantics to Local Prominent Features in Swin-Transformer for Knee Osteoarthritis Severity Assessment Aymen Sekhri Marouane Tliba M. A. Kerkouri Yassine Nasser Aladine Chetouani Alessandro Bruno Rachid Jennane 57 0 0 15 Mar 2024
Quantization Effects on Neural Networks Perception: How would quantization change the perceptual field of vision models? M. A. Kerkouri Marouane Tliba Aladine Chetouani Alessandro Bruno FAtt MQ 68 0 0 15 Mar 2024
Approximate Nullspace Augmented Finetuning for Robust Vision Transformers Haoyang Liu Aditya Singh Yijiang Li Haohan Wang AAML ViT 130 1 0 15 Mar 2024
What Sketch Explainability Really Means for Downstream Tasks Hmrishav Bandyopadhyay Pinaki Nath Chowdhury A. Bhunia Aneeshan Sain Tao Xiang Yi-Zhe Song 96 4 0 14 Mar 2024
ConDiSR: Contrastive Disentanglement and Style Regularization for Single Domain Generalization Aleksandr Matsun Numan Saeed F. Maani Mohammad Yaqub OOD 432 1 0 14 Mar 2024
Pantypes: Diverse Representatives for Self-Explainable Models R. Kjærsgaard Ahcène Boubekki Line H. Clemmensen 76 2 0 14 Mar 2024
D3T: Distinctive Dual-Domain Teacher Zigzagging Across RGB-Thermal Gap for Domain-Adaptive Object Detection Dinh Phat Do Taehoon Kim Jaemin Na Jiwon Kim Keonho Lee Kyunghwan Cho Wonjun Hwang 99 7 0 14 Mar 2024
EventRPG: Event Data Augmentation with Relevance Propagation Guidance Mingyuan Sun Donghao Zhang Zongyuan Ge Jiaxu Wang Jia Li Zheng Fang Renjing Xu 65 8 0 14 Mar 2024
Biophysics Informed Pathological Regularisation for Brain Tumour Segmentation Lipei Zhang Yanqi Cheng Lihao Liu Carola-Bibiane Schönlieb Angelica I Aviles-Rivero AI4CE 89 10 0 14 Mar 2024
rFaceNet: An End-to-End Network for Enhanced Physiological Signal Extraction through Identity-Specific Facial Contours Dali Zhu Wenli Zhang Hualin Zeng Xiaohao Liu Long Yang Jiaqi Zheng 75 1 0 14 Mar 2024
Exploiting Structural Consistency of Chest Anatomy for Unsupervised Anomaly Detection in Radiography Images Tiange Xiang Yixiao Zhang Yongyi Lu Alan Yuille Chaoyi Zhang Weidong Cai Zongwei Zhou 87 3 0 13 Mar 2024
HOLMES: HOLonym-MEronym based Semantic inspection for Convolutional Image Classifiers Francesco Dibitonto Fabio Garcea Andre' Panisson Alan Perotti Lia Morra AAML 52 0 0 13 Mar 2024
Make Me Happier: Evoking Emotions Through Image Diffusion Models Qing Lin Jingfeng Zhang Yew-Soon Ong Mengmi Zhang 62 3 0 13 Mar 2024
Matching Non-Identical Objects Yusuke Marumo Kazuhiko Kawamoto Hiroshi Kera 74 0 0 13 Mar 2024
CT evaluation of 2D and 3D holistic deep learning methods for the volumetric segmentation of airway lesions Amel Imene Hadj Bouzid B. D. D. Senneville F. Baldacci P. Desbarats P. Berger I. Benlala G. Dournes 48 2 0 12 Mar 2024
MoPE-CLIP: Structured Pruning for Efficient Vision-Language Models with Module-wise Pruning Error Metric Haokun Lin Haoli Bai Zhili Liu Lu Hou Muyi Sun Linqi Song Ying Wei Zhenan Sun CLIP VLM 91 17 0 12 Mar 2024
Fast and Simple Explainability for Point Cloud Networks Meir Yossef Levi Guy Gilboa 3DPC 46 3 0 12 Mar 2024
Deep-learning-based clustering of OCT images for biomarker discovery in age-related macular degeneration (Pinnacle study report 4) Robbie Holland Rebecca Kaye Ahmed M. Hagag Oliver Leingang Thomas R. P. Taylor ... H. Scholl Daniel Rueckert A. Lotery S. Sivaprasad Martin J. Menten 51 4 0 12 Mar 2024
In-context learning enables multimodal large language models to classify cancer pathology images Dyke Ferber Georg Wolflein Isabella C. Wiest M. Ligero Srividhya Sainath ... Omar S. M. El Nahhas Gustav Muller-Franzes Dirk Jager Daniel Truhn Jakob Nikolas Kather VLM MedIm 85 40 0 12 Mar 2024
Entropy is not Enough for Test-Time Adaptation: From the Perspective of Disentangled Factors Jonghyun Lee Dahuin Jung Saehyung Lee Junsung Park Juhyeon Shin Uiwon Hwang Sungroh Yoon TTA AAML 64 42 0 12 Mar 2024
A Survey of Explainable Knowledge Tracing Yanhong Bai Jiabao Zhao Tingjiang Wei Qing Cai Liang He 55 6 0 12 Mar 2024
One Category One Prompt: Dataset Distillation using Diffusion Models Ali Abbasi Ashkan Shahbazi Hamed Pirsiavash Soheil Kolouri DiffM DD 61 3 0 11 Mar 2024
Improving deep learning with prior knowledge and cognitive models: A survey on enhancing explainability, adversarial robustness and zero-shot learning F. Mumuni A. Mumuni AAML 103 7 0 11 Mar 2024
Explainable Transformer Prototypes for Medical Diagnoses Ugur Demir Debesh Jha Zheyu Zhang Elif Keles Bradley Allen Aggelos K. Katsaggelos Ulas Bagci MedIm 43 3 0 11 Mar 2024
Dynamic Perturbation-Adaptive Adversarial Training on Medical Image Classification Shuai Li Xiaoguang Ma Shancheng Jiang Lu Meng AAML OOD 57 0 0 11 Mar 2024
CAM Back Again: Large Kernel CNNs from a Weakly Supervised Object Localization Perspective Shunsuke Yasuki Masato Taki AAML 88 0 0 11 Mar 2024
Interpreting What Typical Fault Signals Look Like via Prototype-matching Qian Chen Xingjian Dong Zhike Peng 40 4 0 11 Mar 2024
AS-FIBA: Adaptive Selective Frequency-Injection for Backdoor Attack on Deep Face Restoration Zhenbo Song Wenhao Gao Kaihao Zhang Wenhan Luo AAML 78 0 0 11 Mar 2024
ContextGPT: Infusing LLMs Knowledge into Neuro-Symbolic Activity Recognition Models Luca Arrotta Claudio Bettini Gabriele Civitarese Michele Fiori 108 11 0 11 Mar 2024
Frequency Attention for Knowledge Distillation Cuong Pham Van-Anh Nguyen Trung Le Dinh Q. Phung Gustavo Carneiro Thanh-Toan Do 68 18 0 09 Mar 2024
Feature CAM: Interpretable AI in Image Classification Frincy Clement Ji Yang Irene Cheng FAtt 43 1 0 08 Mar 2024
What is different between these datasets? Varun Babbar Zhicheng Guo Cynthia Rudin 117 1 0 08 Mar 2024
Synthetic Privileged Information Enhances Medical Image Representation Learning Lucas Farndale Chris Walsh R. Insall Ke Yuan 55 1 0 08 Mar 2024
A Concept-based Interpretable Model for the Diagnosis of Choroid Neoplasias using Multimodal Data Yifan Wu Yang Liu Yue Yang Michael S. Yao Wenli Yang ... Yueming Liu James C. Gee Xuan Yang Wenbin Wei Shi Gu 58 3 0 08 Mar 2024
ObjectCompose: Evaluating Resilience of Vision-Based Models on Object-to-Background Compositional Changes H. Malik Muhammad Huzaifa Muzammal Naseer Salman Khan Fahad Shahbaz Khan DiffM 109 2 0 07 Mar 2024
AUFormer: Vision Transformers are Parameter-Efficient Facial Action Unit Detectors Kaishen Yuan Zitong Yu Xin Liu Weicheng Xie Huanjing Yue Jingyu Yang ViT 71 18 0 07 Mar 2024
Explainable Face Verification via Feature-Guided Gradient Backpropagation Yuhang Lu Zewei Xu Touradj Ebrahimi FAtt CVBM AAML 69 6 0 07 Mar 2024
ACC-ViT : Atrous Convolution's Comeback in Vision Transformers Nabil Ibtehaz Ning Yan Masood S. Mortazavi Daisuke Kihara ViT 92 3 0 07 Mar 2024
T-TAME: Trainable Attention Mechanism for Explaining Convolutional Networks and Vision Transformers Mariano V. Ntrougkas Nikolaos Gkalelis Vasileios Mezaris ViT FAtt 56 7 0 07 Mar 2024
LoDisc: Learning Global-Local Discriminative Features for Self-Supervised Fine-Grained Visual Recognition Jialu Shi Zhiqiang Wei Jie Nie Lei Huang SSL 91 0 0 06 Mar 2024
Seamless Virtual Reality with Integrated Synchronizer and Synthesizer for Autonomous Driving He Li Ruihua Han Zirui Zhao Wei Xu Qi Hao Shuai Wang Chengzhong Xu 49 4 0 06 Mar 2024
Multi-modal Deep Learning Chen Yuhua MedIm 77 37 0 06 Mar 2024
Rehabilitation Exercise Quality Assessment through Supervised Contrastive Learning with Hard and Soft Negatives Mark Karlov Ali Abedi Shehroz S. Khan 90 5 0 05 Mar 2024
Controllable Prompt Tuning For Balancing Group Distributional Robustness Hoang Phan Andrew Gordon Wilson Qi Lei 99 7 0 05 Mar 2024
Few-shot Learner Parameterization by Diffusion Time-steps Zhongqi Yue Pan Zhou Richang Hong Hanwang Zhang Qianru Sun 105 12 0 05 Mar 2024
TNF: Tri-branch Neural Fusion for Multimodal Medical Data Classification Tong Zheng Shusaku Sone Yoshitaka Ushiku Yuki Oba Jiaxin Ma 94 0 0 04 Mar 2024
Exposing the Deception: Uncovering More Forgery Clues for Deepfake Detection Zhongjie Ba Qingyu Liu Zhenguang Liu Shuang Wu Feng Lin Liwang Lu Kui Ren AAML 77 40 0 04 Mar 2024
The Hidden Attention of Mamba Models Ameen Ali Itamar Zimerman Lior Wolf Mamba 125 64 0 03 Mar 2024