Learning Deep Features for Discriminative Localization

14 December 2015

Antonio Torralba

Papers citing "Learning Deep Features for Discriminative Localization"

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Title
Explainable Deep Learning Algorithm for Distinguishing Incomplete Kawasaki Disease by Coronary Artery Lesions on Echocardiographic Imaging Haeyun Lee Yongsoon Eun Jae Youn Hwang Lucy Youngmin Eun 16 10 0 05 Apr 2022
ConceptExplainer: Interactive Explanation for Deep Neural Networks from a Concept Perspective Jinbin Huang Aditi Mishra Bum Chul Kwon Chris Bryan FAtt HAI 126 33 0 04 Apr 2022
Analyzing the Effects of Handling Data Imbalance on Learned Features from Medical Images by Looking Into the Models Ashkan Khakzar Yawei Li Yang Zhang Mirac Sanisoglu Seong Tae Kim Mina Rezaei Bernd Bischl Nassir Navab 55 0 0 04 Apr 2022
Attribute Prototype Network for Any-Shot Learning Wenjia Xu Yongqin Xian Jiuniu Wang Bernt Schiele Zeynep Akata VLM 82 39 0 04 Apr 2022
Revisiting a kNN-based Image Classification System with High-capacity Storage K. Nakata Youyang Ng Daisuke Miyashita A. Maki Yu Lin J. Deguchi 103 26 0 03 Apr 2022
Adversarial Neon Beam: A Light-based Physical Attack to DNNs Chen-Hao Hu Weiwen Shi Wen Li AAML 95 9 0 02 Apr 2022
Simulator-based explanation and debugging of hazard-triggering events in DNN-based safety-critical systems Hazem M. Fahmy F. Pastore Lionel C. Briand Thomas Stifter AAML 84 15 0 01 Apr 2022
Bridging the Gap between Classification and Localization for Weakly Supervised Object Localization Eunji Kim Siwon Kim Jungbeom Lee Hyunwoo J. Kim Sung-Hoon Yoon WSOL 101 46 0 01 Apr 2022
Explainable and Interpretable Diabetic Retinopathy Classification Based on Neural-Symbolic Learning Se-In Jang M. Girard Alexandre Hoang Thiery 30 4 0 01 Apr 2022
Interpretable Vertebral Fracture Diagnosis Paul Engstler Matthias Keicher D. Schinz Kristina Mach A. Gersing ... Anna-Sophia Dietrich Benedikt Wiestler Jan S. Kirschke Ashkan Khakzar Nassir Navab FAtt MedIm 64 6 0 30 Mar 2022
Threshold Matters in WSSS: Manipulating the Activation for the Robust and Accurate Segmentation Model Against Thresholds Minhyun Lee Dongseob Kim Hyunjung Shim VLM 136 69 0 30 Mar 2022
ReplaceBlock: An improved regularization method based on background information Zhemin Zhang Xun Gong Jinyi Wu OOD 30 0 0 30 Mar 2022
Diffusion Models for Counterfactual Explanations Guillaume Jeanneret Loïc Simon F. Jurie DiffM 118 59 0 29 Mar 2022
Treatment Learning Causal Transformer for Noisy Image Classification Chao-Han Huck Yang I-Te Danny Hung Yi-Chieh Liu Pin-Yu Chen ViT 55 7 0 29 Mar 2022
SIOD: Single Instance Annotated Per Category Per Image for Object Detection Hanjun Li Xingjia Pan Ke Yan Fan Tang Weihao Zheng 74 18 0 29 Mar 2022
Attributable Visual Similarity Learning Borui Zhang Wenzhao Zheng Jie Zhou Jiwen Lu 69 18 0 28 Mar 2022
Core Risk Minimization using Salient ImageNet Sahil Singla Mazda Moayeri Soheil Feizi 88 14 0 28 Mar 2022
A Unified Study of Machine Learning Explanation Evaluation Metrics Yipei Wang Xiaoqian Wang XAI 65 7 0 27 Mar 2022
HINT: Hierarchical Neuron Concept Explainer Andong Wang Wei-Ning Lee Xiaojuan Qi 64 19 0 27 Mar 2022
Concept Embedding Analysis: A Review Gesina Schwalbe 77 28 0 25 Mar 2022
Contrastive learning of Class-agnostic Activation Map for Weakly Supervised Object Localization and Semantic Segmentation Jinheng Xie Jianfeng Xiang Junliang Chen Xianxu Hou Xiaodong Zhao Linlin Shen VLM WSOL 158 19 0 25 Mar 2022
MDAN: Multi-level Dependent Attention Network for Visual Emotion Analysis Liwen Xu Z. Wang Bingwen Wu S. Lui 74 40 0 25 Mar 2022
Interpretable Prediction of Pulmonary Hypertension in Newborns using Echocardiograms H. Ragnarsdóttir Laura Manduchi H. Michel F. Laumer S. Wellmann Ece Ozkan Julia-Franziska Vogt 51 3 0 24 Mar 2022
Making Heads or Tails: Towards Semantically Consistent Visual Counterfactuals Simon Vandenhende D. Mahajan Filip Radenovic Deepti Ghadiyaram 76 30 0 24 Mar 2022
Sparse Instance Activation for Real-Time Instance Segmentation Tianheng Cheng Xinggang Wang Shaoyu Chen Wenqiang Zhang Qian Zhang Chang Huang Zhaoxiang Zhang Wenyu Liu ISeg 100 135 0 24 Mar 2022
Importance Sampling CAMs for Weakly-Supervised Segmentation Arvi Jonnarth Michael Felsberg 74 7 0 23 Mar 2022
DTFD-MIL: Double-Tier Feature Distillation Multiple Instance Learning for Histopathology Whole Slide Image Classification Hongrun Zhang Y. Meng Yitian Zhao Yihong Qiao Xiaoyun Yang Sarah E Coupland Yalin Zheng 123 297 0 22 Mar 2022
Focal Modulation Networks Jianwei Yang Chunyuan Li Xiyang Dai Lu Yuan Jianfeng Gao 3DPC 109 280 0 22 Mar 2022
Weakly-Supervised Salient Object Detection Using Point Supervision Shuyong Gao Wei Zhang Yan Wang Qianyu Guo Chenglong Zhang Yang He Wenqiang Zhang 99 60 0 22 Mar 2022
Audio visual character profiles for detecting background characters in entertainment media Rahul Sharma Shrikanth Narayanan 49 5 0 21 Mar 2022
CNN Attention Guidance for Improved Orthopedics Radiographic Fracture Classification Zhibin Liao Kewen Liao Haifeng Shen M. F. van Boxel J. Prijs R. Jaarsma J. Doornberg Anton Van Den Hengel Johan Verjans 59 17 0 21 Mar 2022
Learning Self-Supervised Low-Rank Network for Single-Stage Weakly and Semi-Supervised Semantic Segmentation Junwen Pan Pengfei Zhu Kaihua Zhang Bing Cao Yu Wang Dingwen Zhang Junwei Han Q. Hu 126 62 0 19 Mar 2022
Learning Affordance Grounding from Exocentric Images Hongcheng Luo Wei Zhai Jing Zhang Yang Cao Dacheng Tao 91 67 0 18 Mar 2022
Pseudo Bias-Balanced Learning for Debiased Chest X-ray Classification Luyang Luo Dunyuan Xu Hao Chen T. Wong Pheng-Ann Heng CML OOD 43 23 0 18 Mar 2022
Location-Free Camouflage Generation Network Yangyang Li Wei Zhai Yang Cao Zhengjun Zha 37 6 0 18 Mar 2022
Learning Consistency from High-quality Pseudo-labels for Weakly Supervised Object Localization Kangbo Sun Jie Zhu WSOL 45 0 0 18 Mar 2022
Transferable Class-Modelling for Decentralized Source Attribution of GAN-Generated Images Brandon Khoo C. H. Lim Raphaël C.-W. Phan 55 0 0 18 Mar 2022
ContrastMask: Contrastive Learning to Segment Every Thing Xuehui Wang Kai Zhao Ruixin Zhang Shouhong Ding Yan Wang Wei Shen ISeg 101 37 0 18 Mar 2022
Regional Semantic Contrast and Aggregation for Weakly Supervised Semantic Segmentation Tianfei Zhou Meijie Zhang Fang Zhao Jianwu Li 104 128 0 17 Mar 2022
Video-based Formative and Summative Assessment of Surgical Tasks using Deep Learning Erim Yanik Uwe Krüger Xavier Intes Rahul Rahul S. De 91 13 0 17 Mar 2022
Bi-directional Object-context Prioritization Learning for Saliency Ranking Xin Tian Ke Xu Xin Yang Lin Du Baocai Yin Rynson W. H. Lau 86 25 0 17 Mar 2022
Explainability in Graph Neural Networks: An Experimental Survey Peibo Li Yixing Yang Maurice Pagnucco Yang Song 66 31 0 17 Mar 2022
Attacking deep networks with surrogate-based adversarial black-box methods is easy Nicholas A. Lord Romain Mueller Luca Bertinetto AAML MLAU 141 25 0 16 Mar 2022
WegFormer: Transformers for Weakly Supervised Semantic Segmentation Chunmeng Liu Enze Xie Wenjia Wang Wenhai Wang Guangya Li Ping Luo ViT 126 5 0 16 Mar 2022
Unsupervised Semantic Segmentation by Distilling Feature Correspondences Mark Hamilton Zhoutong Zhang Bharath Hariharan Noah Snavely William T. Freeman 59 245 0 16 Mar 2022
Beyond Explaining: Opportunities and Challenges of XAI-Based Model Improvement Leander Weber Sebastian Lapuschkin Alexander Binder Wojciech Samek 109 103 0 15 Mar 2022
TransCAM: Transformer Attention-based CAM Refinement for Weakly Supervised Semantic Segmentation Ruiwen Li Zheda Mai C. Trabelsi Zhibo Zhang Jongseong Jang Scott Sanner ViT 77 62 0 14 Mar 2022
RecursiveMix: Mixed Learning with History Lingfeng Yang Xiang Li Borui Zhao Renjie Song Jian Yang VLM 86 20 0 14 Mar 2022
Don't Get Me Wrong: How to Apply Deep Visual Interpretations to Time Series Christoffer Loeffler Wei-Cheng Lai Bjoern M. Eskofier Dario Zanca Lukas M. Schmidt Christopher Mutschler AI4TS FAtt 78 6 0 14 Mar 2022
Model Inversion Attack against Transfer Learning: Inverting a Model without Accessing It Dayong Ye Huiqiang Chen Shuai Zhou Tianqing Zhu Wanlei Zhou S. Ji MIACV 83 6 0 13 Mar 2022