Learning Deep Features for Discriminative Localization

14 December 2015

Antonio Torralba

Papers citing "Learning Deep Features for Discriminative Localization"

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Title
Learning Visual Explanations for DCNN-Based Image Classifiers Using an Attention Mechanism Ioanna Gkartzonika Nikolaos Gkalelis Vasileios Mezaris 56 9 0 22 Sep 2022
3DGTN: 3D Dual-Attention GLocal Transformer Network for Point Cloud Classification and Segmentation Dening Lu K. Gao Qian Xie Linlin Xu Jonathan Li 3DPC ViT 80 5 0 21 Sep 2022
PicT: A Slim Weakly Supervised Vision Transformer for Pavement Distress Classification Wenhao Tang Shengyue Huang Xiaoxian Zhang Luwen Huangfu ViT 69 3 0 21 Sep 2022
Leveraging Local Patch Differences in Multi-Object Scenes for Generative Adversarial Attacks Abhishek Aich Shasha Li Chengyu Song M. Salman Asif S. Krishnamurthy Amit K. Roy-Chowdhury AAML 86 9 0 20 Sep 2022
Sampling Agnostic Feature Representation for Long-Term Person Re-identification Seongyeop Yang Byeongkeun Kang Yeejin Lee OOD 71 16 0 20 Sep 2022
Mitigating Representation Bias in Action Recognition: Algorithms and Benchmarks Haodong Duan Yue Zhao Kai-xiang Chen Yu Xiong Dahua Lin 34 7 0 20 Sep 2022
Deep Metric Learning with Chance Constraints Y. Z. Gürbüz Ogul Can A. Aydin Alatan 76 2 0 19 Sep 2022
Adversarial Color Projection: A Projector-based Physical Attack to DNNs Chen-Hao Hu Weiwen Shi Ling Tian AAML 77 3 0 19 Sep 2022
Panoramic Vision Transformer for Saliency Detection in 360° Videos Heeseung Yun Se-Ho Lee Gunhee Kim ViT MDE 83 18 0 19 Sep 2022
Why Deep Surgical Models Fail?: Revisiting Surgical Action Triplet Recognition through the Lens of Robustness Ya-Hsin Cheng Lihao Liu Shujun Wang Yueming Jin Carola-Bibiane Schönlieb Angelica I. Aviles-Rivero 64 7 0 18 Sep 2022
Weakly Supervised Semantic Segmentation via Progressive Patch Learning Jinlong Li Zequn Jie Xu Wang Yu Zhou Xiaolin K. Wei Lin Ma VLM 126 20 0 16 Sep 2022
Expansion and Shrinkage of Localization for Weakly-Supervised Semantic Segmentation Jinlong Li Zequn Jie Xu Wang Xiaolin K. Wei Lin Ma WSOL 148 49 0 16 Sep 2022
Visual Recognition with Deep Nearest Centroids Wenguan Wang Cheng Han Tianfei Zhou Dongfang Liu 127 94 0 15 Sep 2022
VS-CAM: Vertex Semantic Class Activation Mapping to Interpret Vision Graph Neural Network Zhenpeng Feng Xiyang Cui Hongbing Ji Mingzhe Zhu Ljubisa Stankovic 71 11 0 15 Sep 2022
Exploring Visual Interpretability for Contrastive Language-Image Pre-training Yi Li Hualiang Wang Yiqun Duan Han Xu Xiaomeng Li CLIP VLM 153 27 0 15 Sep 2022
Explainable AI for clinical and remote health applications: a survey on tabular and time series data Flavio Di Martino Franca Delmastro AI4TS 64 98 0 14 Sep 2022
Constrained Sampling for Class-Agnostic Weakly Supervised Object Localization Shakeeb Murtaza Soufiane Belharbi M. Pedersoli Aydin Sarraf Eric Granger WSOL ViT 119 9 0 09 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 134 16 0 09 Sep 2022
FETA: Towards Specializing Foundation Models for Expert Task Applications Amit Alfassy Assaf Arbelle Oshri Halimi Sivan Harary Roei Herzig ... Christoph Auer Kate Saenko Peter W. J. Staar Rogerio Feris Leonid Karlinsky 90 20 0 08 Sep 2022
RGB-X Classification for Electronics Sorting Abhimanyu Fnu T. Zodage Umesh Thillaivasan Xinyue Lai Rahul Chakwate ... E. Oti Ming Zhao Ralph Boirum Howie Choset Matthew Travers 38 1 0 08 Sep 2022
Responsibility: An Example-based Explainable AI approach via Training Process Inspection Faraz Khadivpour Arghasree Banerjee Matthew J. Guzdial XAI 57 2 0 07 Sep 2022
A Survey of Neural Trees Haoling Li Mingli Song Mengqi Xue Haofei Zhang Jingwen Ye Lechao Cheng Mingli Song AI4CE 102 6 0 07 Sep 2022
Prior Knowledge-Guided Attention in Self-Supervised Vision Transformers Kevin Miao Akash Gokul Raghav Singh Suzanne Petryk Joseph E. Gonzalez Kurt Keutzer Trevor Darrell Colorado Reed ViT MedIm 65 6 0 07 Sep 2022
Interpretations Steered Network Pruning via Amortized Inferred Saliency Maps Alireza Ganjdanesh Shangqian Gao Heng-Chiao Huang FAtt AAML 97 21 0 07 Sep 2022
SR-GNN: Spatial Relation-aware Graph Neural Network for Fine-Grained Image Categorization Asish Bera Zachary Wharton Yonghuai Liu Nikolaos Bessis Ardhendu Behera 85 55 0 05 Sep 2022
Visualization Of Class Activation Maps To Explain AI Classification Of Network Packet Captures Igor Cherepanov Alex Ulmer Jonathan Geraldi Joewono Jörn Kohlhammer FAtt 51 5 0 05 Sep 2022
"Is your explanation stable?": A Robustness Evaluation Framework for Feature Attribution Yuyou Gan Yuhao Mao Xuhong Zhang S. Ji Yuwen Pu Meng Han Jianwei Yin Ting Wang FAtt AAML 33 15 0 05 Sep 2022
Generating detailed saliency maps using model-agnostic methods Maciej Sakowicz FAtt 45 0 0 04 Sep 2022
Data-Driven Deep Supervision for Skin Lesion Classification Suraj Mishra Yizhe Zhang Li Zhang Tianyu Zhang X. S. Hu Da Chen 3DH 56 11 0 04 Sep 2022
Adversarial Color Film: Effective Physical-World Attack to DNNs Chen-Hao Hu Weiwen Shi AAML 176 14 0 02 Sep 2022
Impact of Colour Variation on Robustness of Deep Neural Networks Chen-Hao Hu Weiwen Shi AAML OOD 50 1 0 02 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 106 14 0 30 Aug 2022
A Closer Look at Weakly-Supervised Audio-Visual Source Localization Shentong Mo Pedro Morgado 152 66 0 30 Aug 2022
Weakly Supervised Faster-RCNN+FPN to classify animals in camera trap images Pierrick Pochelu Clara Erard Philippe Cordier S. Petiton B. Conche 23 1 0 30 Aug 2022
"Prompt-Gamma Neutron Activation Analysis (PGNAA)" Metal Spectral Classification using Deep Learning Method Kaifeng Cheng Helmand Shayan Kai Krycki Markus Lange-Hegermann 35 1 0 29 Aug 2022
Attention-based Interpretable Regression of Gene Expression in Histology Mara Graziani Niccolo Marini Nicolas Deutschmann Nikita Janakarajan Henning Muller María Rodríguez Martínez MedIm 81 5 0 29 Aug 2022
Grounded Affordance from Exocentric View Hongcheng Luo Wei Zhai Jing Zhang Yang Cao Dacheng Tao 62 21 0 28 Aug 2022
Automatic Infectious Disease Classification Analysis with Concept Discovery Elena Sizikova Joshua Vendrow Xu Cao Rachel Grotheer Jamie Haddock ... Huy V. Vo Chuntian Wang Megan Coffee Kathryn Leonard Deanna Needell 38 5 0 28 Aug 2022
From WSI-level to Patch-level: Structure Prior Guided Binuclear Cell Fine-grained Detection Baomin Wang G. Hu Dan Chen Lihua Hu Cheng Li Yu An G. Hu Guangyu Jia 41 1 0 26 Aug 2022
Seg4Reg+: Consistency Learning between Spine Segmentation and Cobb Angle Regression Yi Lin Luyan Liu Kai Ma Yefeng Zheng 72 21 0 26 Aug 2022
Detecting Mitoses with a Convolutional Neural Network for MIDOG 2022 Challenge H. Gu Mohammad Haeri Shuo Ni Christopher Kazu Williams Neda Zarrin-Khameh S. Magaki Xiangdong Chen 81 7 0 26 Aug 2022
Lane Change Classification and Prediction with Action Recognition Networks Kai-Bin Liang Jun Wang A. Bhalerao 32 2 0 24 Aug 2022
Multi-domain Learning for Updating Face Anti-spoofing Models Xiao Guo Yaojie Liu Anil Jain Xiaoming Liu CLL CVBM 92 31 0 23 Aug 2022
Bag of Tricks for Out-of-Distribution Generalization Zining Chen Weiqiu Wang Zhicheng Zhao Aidong Men Hong Chen 63 2 0 23 Aug 2022
Global Concept-Based Interpretability for Graph Neural Networks via Neuron Analysis Xuanyuan Han Pietro Barbiero Dobrik Georgiev Lucie Charlotte Magister Pietro Lio MILM 74 41 0 22 Aug 2022
The Value of AI Guidance in Human Examination of Synthetically-Generated Faces Aidan Boyd Patrick J. Tinsley Kevin W. Bowyer A. Czajka CVBM 55 9 0 22 Aug 2022
Shapelet-Based Counterfactual Explanations for Multivariate Time Series O. Bahri S. F. Boubrahimi S. M. Hamdi AI4TS 36 10 0 22 Aug 2022
Learning Primitive-aware Discriminative Representations for Few-shot Learning Jianpeng Yang Yuhang Niu Xuemei Xie G. Shi 58 1 0 20 Aug 2022
Causality-Inspired Taxonomy for Explainable Artificial Intelligence Pedro C. Neto Tiago B. Gonccalves João Ribeiro Pinto W. Silva Ana F. Sequeira Arun Ross Jaime S. Cardoso XAI 110 13 0 19 Aug 2022
Quantifying the Knowledge in a DNN to Explain Knowledge Distillation for Classification Quanshi Zhang Xu Cheng Yilan Chen Zhefan Rao 56 36 0 18 Aug 2022