Learning Deep Features for Discriminative Localization

14 December 2015

Antonio Torralba

Papers citing "Learning Deep Features for Discriminative Localization"

50 / 3,312 papers shown

Title
U-PET: MRI-based Dementia Detection with Joint Generation of Synthetic FDG-PET Images Marcel Kollovieh Matthias Keicher S. Wunderlich Hendrik Burwinkel T. Wendler Nassir Navab MedIm 137 1 0 16 Jun 2022
ELUDE: Generating interpretable explanations via a decomposition into labelled and unlabelled features V. V. Ramaswamy Sunnie S. Y. Kim Nicole Meister Ruth C. Fong Olga Russakovsky FAtt 82 14 0 15 Jun 2022
Self-Supervised Implicit Attention: Guided Attention by The Model Itself Jinyi Wu Xun Gong Zhemin Zhang 53 1 0 15 Jun 2022
Human Eyes Inspired Recurrent Neural Networks are More Robust Against Adversarial Noises Minkyu Choi Yizhen Zhang Kuan Han Xiaokai Wang Zhongming Liu AAML GAN 68 4 0 15 Jun 2022
Applications of Generative Adversarial Networks in Neuroimaging and Clinical Neuroscience Rongguang Wang V. Bashyam Zhijian Yang Fanyang Yu Vasiliki Tassopoulou ... Dushyant Sahoo K. Nikita Ahmed Abdulkadir J. Wen Christos Davatzikos GAN MedIm AI4CE 73 50 0 14 Jun 2022
ReCo: Retrieve and Co-segment for Zero-shot Transfer Gyungin Shin Weidi Xie Samuel Albanie VLM 129 93 0 14 Jun 2022
Online Easy Example Mining for Weakly-supervised Gland Segmentation from Histology Images Yi Li Yi-Zhou Yu Yi-Xuan Zou Tianqi Xiang Xiaomeng Li MedIm 90 22 0 14 Jun 2022
Look, Radiate, and Learn: Self-Supervised Localisation via Radio-Visual Correspondence Mohammed Alloulah Maximilian Arnold SSL 90 2 0 13 Jun 2022
Making Sense of Dependence: Efficient Black-box Explanations Using Dependence Measure Paul Novello Thomas Fel David Vigouroux FAtt 85 29 0 13 Jun 2022
Efficient Human-in-the-loop System for Guiding DNNs Attention Yi He Xi Yang Chia-Ming Chang Haoran Xie Takeo Igarashi 87 8 0 13 Jun 2022
DSCA: A Dual-Stream Network with Cross-Attention on Whole-Slide Image Pyramids for Cancer Prognosis Pei Liu Bo Fu Feng Ye Rui Yang Bin Xu Luping Ji 76 27 0 12 Jun 2022
Spatial-temporal Concept based Explanation of 3D ConvNets Yi Ji Yu Wang K. Mori Jien Kato 3DPC FAtt 85 7 0 09 Jun 2022
Cardiac Adipose Tissue Segmentation via Image-Level Annotations Ziyi Huang Yu Gan Theresa H. Lye Yanchen Liu Haofeng Zhang Andrew F. Laine Elsa D. Angelini C. Hendon 42 4 0 09 Jun 2022
Towards Understanding Why Mask-Reconstruction Pretraining Helps in Downstream Tasks Jia Pan Pan Zhou Shuicheng Yan SSL 89 18 0 08 Jun 2022
Large Loss Matters in Weakly Supervised Multi-Label Classification Youngwook Kim Jae Myung Kim Zeynep Akata Jungwook Lee NoLa 86 47 0 08 Jun 2022
One Hyper-Initializer for All Network Architectures in Medical Image Analysis Fangxin Shang Yehui Yang Dalu Yang Junde Wu Xiaorong Wang Yanwu Xu AI4CE 73 2 0 08 Jun 2022
Spatial Cross-Attention Improves Self-Supervised Visual Representation Learning M. Seyfi Amin Banitalebi-Dehkordi Yong Zhang SSL 59 0 0 07 Jun 2022
Localizing Semantic Patches for Accelerating Image Classification Chuanguang Yang Zhulin An Yongjun Xu SSeg 36 2 0 07 Jun 2022
Towards better Interpretable and Generalizable AD detection using Collective Artificial Intelligence H. Nguyen Michael Clement Boris Mansencal Pierrick Coupé MedIm 63 8 0 07 Jun 2022
Explainable Artificial Intelligence (XAI) for Internet of Things: A Survey İbrahim Kök Feyza Yıldırım Okay Özgecan Muyanlı S. Özdemir XAI 74 55 0 07 Jun 2022
Saliency Cards: A Framework to Characterize and Compare Saliency Methods Angie Boggust Harini Suresh Hendrik Strobelt John Guttag Arvindmani Satyanarayan FAtt XAI 78 10 0 07 Jun 2022
Dual Decomposition of Convex Optimization Layers for Consistent Attention in Medical Images Tom Ron M. Weiler-Sagie Tamir Hazan FAtt MedIm 81 6 0 06 Jun 2022
CORE: Consistent Representation Learning for Face Forgery Detection Yu-Shu Ni Depu Meng Changqian Yu Chengbin Quan Dongchun Ren Youjian Zhao CVBM CLL 109 66 0 06 Jun 2022
Real-World Image Super-Resolution by Exclusionary Dual-Learning Hao Li Jinghui Qin Zhi Yang Pengxu Wei Jin-shan Pan Liang Lin Yukai Shi 81 20 0 06 Jun 2022
Relation Matters: Foreground-aware Graph-based Relational Reasoning for Domain Adaptive Object Detection Chaoqi Chen Jiongcheng Li Hong-Yu Zhou Xiaoguang Han Yue Huang Xinghao Ding Yizhou Yu 71 43 0 06 Jun 2022
Saliency Attack: Towards Imperceptible Black-box Adversarial Attack Zeyu Dai Shengcai Liu Jiaheng Zhang Qing Li AAML 107 11 0 04 Jun 2022
Box2Mask: Weakly Supervised 3D Semantic Instance Segmentation Using Bounding Boxes Julian Chibane Francis Engelmann Tuan Anh Tran Gerard Pons-Moll 3DPC ISeg 88 0 0 02 Jun 2022
Why Did This Model Forecast This Future? Closed-Form Temporal Saliency Towards Causal Explanations of Probabilistic Forecasts Chirag Raman Hayley Hung Marco Loog 87 3 0 01 Jun 2022
Attention-embedded Quadratic Network (Qttention) for Effective and Interpretable Bearing Fault Diagnosis Jing-Xiao Liao Hangcheng Dong Zhifei Sun Jinwei Sun Shiping Zhang Fenglei Fan 63 42 0 01 Jun 2022
A Survey on Deep Learning for Skin Lesion Segmentation Z. Mirikharaji Kumar Abhishek Alceu Bissoto Catarina Barata Sandra Avila Eduardo Valle M. Celebi Ghassan Hamarneh 117 88 0 01 Jun 2022
Automatic Bounding Box Annotation with Small Training Data Sets for Industrial Manufacturing Manuela Geiß R. Wagner Martin Baresch Josef Steiner Michaela Zwick ObjD 97 7 0 01 Jun 2022
Human-AI Shared Control via Policy Dissection Quanyi Li Zhenghao Peng Haibin Wu Lan Feng Bolei Zhou 80 13 0 31 May 2022
Object-wise Masked Autoencoders for Fast Pre-training Jiantao Wu Shentong Mo ViT OCL 75 15 0 28 May 2022
CREAM: Weakly Supervised Object Localization via Class RE-Activation Mapping Jilan Xu Junlin Hou Yuejie Zhang Rui Feng Ruiwei Zhao Tao Zhang Xuequan Lu Shang Gao WSOL 87 39 0 27 May 2022
A Survey on Long-Tailed Visual Recognition Lu Yang He Jiang Q. Song Jun Guo 93 135 0 27 May 2022
PixelGame: Infrared small target segmentation as a Nash equilibrium Heng Zhou Chunna Tian Zhenxi Zhang Chengyang Li Yongqiang Xie Zhongbo Li 64 14 0 26 May 2022
Dual-Perspective Semantic-Aware Representation Blending for Multi-Label Image Recognition with Partial Labels Tao Pu Tianshui Chen Hefeng Wu Yukai Shi Zhijing Yang Liang Lin 93 11 0 26 May 2022
How explainable are adversarially-robust CNNs? Mehdi Nourelahi Lars Kotthoff Peijie Chen Anh Totti Nguyen AAML FAtt 69 8 0 25 May 2022
TSEM: Temporally Weighted Spatiotemporal Explainable Neural Network for Multivariate Time Series Anh-Duy Pham Anastassia Kuestenmacher P. Ploeger AI4TS 109 5 0 25 May 2022
Region-aware Knowledge Distillation for Efficient Image-to-Image Translation Linfeng Zhang Xin Chen Runpei Dong Kaisheng Ma VLM 85 12 0 25 May 2022
Towards Deeper Understanding of Camouflaged Object Detection Yun-Qiu Lv Jing Zhang Yuchao Dai Aixuan Li Nick Barnes Deng-Ping Fan 183 50 0 23 May 2022
Training Efficient CNNS: Tweaking the Nuts and Bolts of Neural Networks for Lighter, Faster and Robust Models Sabeesh Ethiraj B. Bolla 102 2 0 23 May 2022
What You See is What You Classify: Black Box Attributions Steven Stalder Nathanael Perraudin R. Achanta Fernando Perez-Cruz Michele Volpi FAtt 78 10 0 23 May 2022
Heterogeneous Semantic Transfer for Multi-label Recognition with Partial Labels Tianshui Chen Tao Pu Lingbo Liu Yukai Shi Zhijing Yang Liang Lin 124 19 0 23 May 2022
Visual Explanations from Deep Networks via Riemann-Stieltjes Integrated Gradient-based Localization Mirtha Lucas Miguel A. Lerma J. Furst D. Raicu FAtt 84 10 0 22 May 2022
Learnable Visual Words for Interpretable Image Recognition Wenxi Xiao Zhengming Ding Hongfu Liu VLM 111 2 0 22 May 2022
Deep Learning for Omnidirectional Vision: A Survey and New Perspectives Hao Ai Zidong Cao Jin Zhu Haotian Bai Yucheng Chen Ling Wang 98 36 0 21 May 2022
Towards Better Understanding Attribution Methods Sukrut Rao Moritz Bohle Bernt Schiele XAI 90 33 0 20 May 2022
B-cos Networks: Alignment is All We Need for Interpretability Moritz D Boehle Mario Fritz Bernt Schiele 112 87 0 20 May 2022
Neural Additive Models for Nowcasting Wonkeun Jo Dongil Kim 126 4 0 20 May 2022