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Grad-CAM: Visual Explanations from Deep Networks via Gradient-based Localization

7 October 2016

Ramprasaath R. Selvaraju

Devi Parikh

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Papers citing "Grad-CAM: Visual Explanations from Deep Networks via Gradient-based Localization"

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Title
Self-DenseMobileNet: A Robust Framework for Lung Nodule Classification using Self-ONN and Stacking-based Meta-Classifier M. S. Rahman M. Chowdhury Hasib Ryan Rahman Mosabber Uddin Ahmed M. A. Kabir Sanjiban Sekhar Roy Rusab Sarmun 42 0 0 16 Oct 2024
Fool Me Once? Contrasting Textual and Visual Explanations in a Clinical Decision-Support Setting Maxime Kayser Bayar I. Menzat Cornelius Emde Bogdan Bercean Alex Novak Abdala Espinosa B. Papież Susanne Gaube Thomas Lukasiewicz Oana-Maria Camburu 153 5 0 16 Oct 2024
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Sparse Prototype Network for Explainable Pedestrian Behavior Prediction Yan Feng Alexander Carballo K. Takeda ViT 74 0 0 16 Oct 2024
Just-In-Time Software Defect Prediction via Bi-modal Change Representation Learning Yuze Jiang Beijun Shen Xiaodong Gu VLM 50 1 0 15 Oct 2024
YOLO-ELA: Efficient Local Attention Modeling for High-Performance Real-Time Insulator Defect Detection Olalekan Akindele Joshua Atolagbe 61 0 0 15 Oct 2024
CLIP-DFGS: A Hard Sample Mining Method for CLIP in Generalizable Person Re-Identification Huazhong Zhao Lei Qi Xin Geng VLM 72 2 0 15 Oct 2024
Improving Bias in Facial Attribute Classification: A Combined Impact of KL Divergence induced Loss Function and Dual Attention Shweta Patel Dakshina Ranjan Kisku FaML 28 0 0 15 Oct 2024
Towards Understanding Why FixMatch Generalizes Better Than Supervised Learning Jingyang Li Jiachun Pan Vincent Y. F. Tan Kim-Chuan Toh Pan Zhou AAML MLT 167 0 0 15 Oct 2024
Tree of Attributes Prompt Learning for Vision-Language Models Tong Ding Wanhua Li Zhongqi Miao Hanspeter Pfister VLM 162 1 0 15 Oct 2024
Real-Time Localization and Bimodal Point Pattern Analysis of Palms Using UAV Imagery Kangning Cui Wei Tang Rongkun Zhu Manqi Wang Gregory Larsen ... Jordan Karubian Raymond H. Chan R. Plemmons Jean-Michel Morel Miles Silman 61 4 0 14 Oct 2024
Advancing Newborn Care: Precise Birth Time Detection Using AI-Driven Thermal Imaging with Adaptive Normalization Jorge García-Torres Øyvind Meinich-Bache Anders Johannessen Siren Rettedal Vilde Kolstad K. Engan 49 1 0 14 Oct 2024
Pubic Symphysis-Fetal Head Segmentation Network Using BiFormer Attention Mechanism and Multipath Dilated Convolution Pengzhou Cai Lu Jiang Yanxin Li Xiaojuan Liu Libin Lan MedIm 53 1 0 14 Oct 2024
LG-CAV: Train Any Concept Activation Vector with Language Guidance Qihan Huang Jie Song Mengqi Xue Han Zhang Bingde Hu Huiqiong Wang Hao Jiang Xingen Wang Xiuming Zhang VLM 70 3 0 14 Oct 2024
Detecting Unforeseen Data Properties with Diffusion Autoencoder Embeddings using Spine MRI data Robert Graf Florian Hunecke Soeren Pohl Matan Atad Hendrik Moeller ... Thoralf Niendorf C. Schmidt Johannes C. Paetzold Daniel Rueckert Jan S. Kirschke MedIm 35 0 0 14 Oct 2024
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Debiasing Vison-Language Models with Text-Only Training Yunfan Yang Chaoquan Jiang Zhiyu Lin Jinlin Xiao Jiaming Zhang Jitao Sang VLM 78 1 0 12 Oct 2024
On the Adversarial Transferability of Generalized "Skip Connections" Yisen Wang Yichuan Mo Dongxian Wu Mingjie Li Xingjun Ma Zhouchen Lin AAML 65 2 0 11 Oct 2024
DeBiFormer: Vision Transformer with Deformable Agent Bi-level Routing Attention Nguyen Huu Bao Long Chenyu Zhang Yuzhi Shi Tsubasa Hirakawa Takayoshi Yamashita Tohgoroh Matsui H. Fujiyoshi 66 2 0 11 Oct 2024
BA-Net: Bridge Attention in Deep Neural Networks Ronghui Zhang Runzong Zou Yue Zhao Zirui Zhang Junzhou Chen Yue Cao Chuan Hu Houbing Song 56 0 0 10 Oct 2024
Rethinking the Principle of Gradient Smooth Methods in Model Explanation Linjiang Zhou Chao Ma Zepeng Wang Xiaochuan Shi FAtt 64 0 0 10 Oct 2024
DPL: Cross-quality DeepFake Detection via Dual Progressive Learning Dongliang Zhang Yunfei Li Jiaran Zhou Yuezun Li 83 1 0 10 Oct 2024
Explainability of Deep Neural Networks for Brain Tumor Detection S. Park J. Kim MedIm 61 0 0 10 Oct 2024
A Unified Debiasing Approach for Vision-Language Models across Modalities and Tasks Hoin Jung T. Jang Xiaoqian Wang VLM 65 3 0 10 Oct 2024
Unlearning-based Neural Interpretations Ching Lam Choi Alexandre Duplessis Serge Belongie FAtt 268 0 0 10 Oct 2024
Towards Interpreting Visual Information Processing in Vision-Language Models Clement Neo Luke Ong Philip Torr Mor Geva David M. Krueger Fazl Barez 137 15 0 09 Oct 2024
Detecting Android Malware by Visualizing App Behaviors from Multiple Complementary Views Zhaoyi Meng Jiale Zhang Jiaqi Guo Wansen Wang Wenchao Huang Jie Cui Hong Zhong Yan Xiong AAML 59 1 0 08 Oct 2024
Contrastive Learning to Fine-Tune Feature Extraction Models for the Visual Cortex Alex Mulrooney Austin J. Brockmeier 86 0 0 08 Oct 2024
Core Tokensets for Data-efficient Sequential Training of Transformers Subarnaduti Paul Manuel Brack P. Schramowski Kristian Kersting Martin Mundt 69 0 0 08 Oct 2024
StagedVulBERT: Multi-Granular Vulnerability Detection with a Novel Pre-trained Code Model Yuan Jiang Yujian Zhang Xiaohong Su Christoph Treude Tiantian Wang 76 1 0 08 Oct 2024
Understanding with toy surrogate models in machine learning Andrés Páez SyDa 101 0 0 08 Oct 2024
Neural Networks Decoded: Targeted and Robust Analysis of Neural Network Decisions via Causal Explanations and Reasoning A. Diallo Vaishak Belle P. Patras AAML 58 0 0 07 Oct 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 82 1 0 07 Oct 2024
Analysis of Hybrid Compositions in Animation Film with Weakly Supervised Learning Mónica Apellaniz Portos Roberto Labadie-Tamayo Claudius Stemmler Erwin Feyersinger Andreas Babic Franziska Bruckner Vrääth Öhner Matthias Zeppelzauer 58 0 0 07 Oct 2024
VISTA: A Visual and Textual Attention Dataset for Interpreting Multimodal Models Harshit Tolga Tasdizen CoGe VLM 59 1 0 06 Oct 2024
SparseVLM: Visual Token Sparsification for Efficient Vision-Language Model Inference Yuan Zhang Chun-Kai Fan Junpeng Ma Wenzhao Zheng Tao Huang ... Denis A. Gudovskiy Tomoyuki Okuno Yohei Nakata Kurt Keutzer Shanghang Zhang VLM 68 59 0 06 Oct 2024
Riemann Sum Optimization for Accurate Integrated Gradients Computation Swadesh Swain Shree Singhi 76 0 0 05 Oct 2024
BadCM: Invisible Backdoor Attack Against Cross-Modal Learning Zheng Zhang Xu Yuan Lei Zhu Jingkuan Song Liqiang Nie AAML 85 12 0 03 Oct 2024
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Dynamic Sparse Training versus Dense Training: The Unexpected Winner in Image Corruption Robustness Boqian Wu Q. Xiao Shunxin Wang N. Strisciuglio Mykola Pechenizkiy M. V. Keulen Decebal Constantin Mocanu Elena Mocanu OOD 3DH 221 3 0 03 Oct 2024
Revisiting Prefix-tuning: Statistical Benefits of Reparameterization among Prompts Minh Le Chau Nguyen Huy Nguyen Quyen Tran Trung Le Nhat Ho 135 8 0 03 Oct 2024
Formation of Representations in Neural Networks Liu Ziyin Isaac Chuang Tomer Galanti T. Poggio 247 7 0 03 Oct 2024
Run-time Observation Interventions Make Vision-Language-Action Models More Visually Robust Asher Hancock Allen Z. Ren Anirudha Majumdar VLM 86 6 0 02 Oct 2024
Explainable Earth Surface Forecasting under Extreme Events Oscar J. Pellicer-Valero Miguel-Ángel Fernández-Torres Chaonan Ji Miguel D. Mahecha Gustau Camps-Valls 58 0 0 02 Oct 2024
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Robust Imitation Learning for Mobile Manipulator Focusing on Task-Related Viewpoints and Regions Yutaro Ishida Yuki Noguchi Takayuki Kanai Kazuhiro Shintani Hiroshi Bito 47 2 0 02 Oct 2024
DyMix: Dynamic Frequency Mixup Scheduler based Unsupervised Domain Adaptation for Enhancing Alzheimer's Disease Identification Yooseung Shin Kwanseok Oh Heung-Il Suk 77 0 0 02 Oct 2024
Replacement Learning: Training Vision Tasks with Fewer Learnable Parameters Yuming Zhang Peizhe Wang Shouxin Zhang Dongzhi Guan Jiabin Liu Junhao Su 66 0 0 02 Oct 2024
One Wave To Explain Them All: A Unifying Perspective On Feature Attribution Gabriel Kasmi Amandine Brunetto Thomas Fel Jayneel Parekh AAML FAtt 83 0 0 02 Oct 2024