Learning Deep Features for Discriminative Localization

14 December 2015

Antonio Torralba

Papers citing "Learning Deep Features for Discriminative Localization"

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Title
Child Gender Determination with Convolutional Neural Networks on Hand Radio-Graphs Mumtaz A. Kaloi Kun He MedIm 117 8 0 13 Nov 2018
Interpreting Models by Allowing to Ask Sungmin Kang D. Park Jaehyuk Chang Jaegul Choo 27 0 0 13 Nov 2018
Learning Segmentation Masks with the Independence Prior Songmin Dai Xiaoqiang Li Lu Wang Pin Wu Weiqin Tong Yimin Chen ISeg GAN 64 3 0 12 Nov 2018
Explaining Deep Learning Models using Causal Inference Tanmayee Narendra A. Sankaran Deepak Vijaykeerthy Senthil Mani CML 71 52 0 11 Nov 2018
An Overview of Computational Approaches for Interpretation Analysis Philipp Blandfort Jörn Hees D. Patton 55 2 0 09 Nov 2018
Component-based Attention for Large-scale Trademark Retrieval Seyyedeh Atefeh Musavi Akila Pemasiri Sabesan Sivapalan M. Hashemi Clinton Fookes Sandra Mau 82 22 0 07 Nov 2018
Hide-and-Seek: A Data Augmentation Technique for Weakly-Supervised Localization and Beyond Krishna Kumar Singh Shibani Santurkar Aron Sarmasi Aleksander Madry Yong Jae Lee 76 97 0 06 Nov 2018
Leveraging Random Label Memorization for Unsupervised Pre-Training Vinaychandran Pondenkandath Michele Alberti Sammer Puran Rolf Ingold Marcus Liwicki NoLa 117 14 0 05 Nov 2018
StNet: Local and Global Spatial-Temporal Modeling for Action Recognition Dongliang He Zhichao Zhou Chuang Gan Fu Li Xiao-Chang Liu Yandong Li Limin Wang Shilei Wen 113 135 0 05 Nov 2018
Transfer learning for time series classification Hassan Ismail Fawaz Germain Forestier J. Weber L. Idoumghar Pierre-Alain Muller AI4TS 80 266 0 05 Nov 2018
Deep Learning based Computer-Aided Diagnosis Systems for Diabetic Retinopathy: A Survey Norah M. Asiri M. Hussain Fadwa Al Adel Hatim Aboalsamh 56 233 0 03 Nov 2018
Identifying and Controlling Important Neurons in Neural Machine Translation A. Bau Yonatan Belinkov Hassan Sajjad Nadir Durrani Fahim Dalvi James R. Glass MILM 105 184 0 03 Nov 2018
What evidence does deep learning model use to classify Skin Lesions? Xiaoxiao Li Junyan Wu Eric Z. Chen Hongda Jiang 79 9 0 02 Nov 2018
Classification of Findings with Localized Lesions in Fundoscopic Images using a Regionally Guided CNN Jaemin Son Woong Bae Sangkeun Kim S. Park Kyu-Hwan Jung 31 17 0 02 Nov 2018
SDFN: Segmentation-based Deep Fusion Network for Thoracic Disease Classification in Chest X-ray Images Han Liu Lei Wang Y. Nan F. Jin Qi Wang J. Pu 191 96 0 30 Oct 2018
DropBlock: A regularization method for convolutional networks Golnaz Ghiasi Nayeon Lee Quoc V. Le 126 918 0 30 Oct 2018
Shape and Margin-Aware Lung Nodule Classification in Low-dose CT Images via Soft Activation Mapping Yiming Lei Yukun Tian Hongming Shan Junping Zhang Ge Wang Mannudeep K. Kalra 61 79 0 30 Oct 2018
Do Explanations make VQA Models more Predictable to a Human? Arjun Chandrasekaran Viraj Prabhu Deshraj Yadav Prithvijit Chattopadhyay Devi Parikh FAtt 150 97 0 29 Oct 2018
Text-Adaptive Generative Adversarial Networks: Manipulating Images with Natural Language Seonghyeon Nam Yunji Kim Seon Joo Kim GAN 138 207 0 29 Oct 2018
Cascaded Pyramid Mining Network for Weakly Supervised Temporal Action Localization Haisheng Su Xu Zhao Tianwei Lin 107 27 0 28 Oct 2018
Fast and accurate object detection in high resolution 4K and 8K video using GPUs Vít Ruzicka F. Franchetti ObjD 73 58 0 24 Oct 2018
AUNet: Attention-guided dense-upsampling networks for breast mass segmentation in whole mammograms Hui Sun Cheng Li Boqiang Liu Hairong Zheng David Dagan Feng Shanshan Wang 80 121 0 24 Oct 2018
Self-Erasing Network for Integral Object Attention Qibin Hou Peng-Tao Jiang Yunchao Wei Ming-Ming Cheng 126 280 0 23 Oct 2018
Point-cloud-based place recognition using CNN feature extraction Ting Sun Ming-Yuan Liu Haoyang Ye Dit-Yan Yeung 3DPC 64 17 0 23 Oct 2018
A Weakly Supervised Approach for Estimating Spatial Density Functions from High-Resolution Satellite Imagery Nathan Jacobs Adam Kraft M. U. Rafique Ranti Dev Sharma 43 13 0 22 Oct 2018
SG-One: Similarity Guidance Network for One-Shot Semantic Segmentation Xiaolin Zhang Yunchao Wei Yi Yang Thomas Huang VLM 85 466 0 22 Oct 2018
Saliency guided deep network for weakly-supervised image segmentation Fengdong Sun Wenhui Li SSeg 83 42 0 19 Oct 2018
Functionality-Oriented Convolutional Filter Pruning Zhuwei Qin Fuxun Yu Chenchen Liu Xiang Chen 58 4 0 12 Oct 2018
Monitoring spatial sustainable development: Semi-automated analysis of satellite and aerial images for energy transition and sustainability indicators R. L. Curier Tim De Jong K. Strauch Katharina Cramer Natalie Rosenski Clara Schartner M. Debusschere Hannah Ziemons Deniz Iren Stefano Bromuri 103 15 0 11 Oct 2018
Selective Distillation of Weakly Annotated GTD for Vision-based Slab Identification System Sang Jun Lee Sang Woo Kim Wookyong Kwon Gyogwon Koo J. Yun 44 9 0 09 Oct 2018
Spatially-weighted Anomaly Detection Minori Narita Daiki Kimura Ryuki Tachibana 15 3 0 05 Oct 2018
Part-Level Convolutional Neural Networks for Pedestrian Detection Using Saliency and Boundary Box Alignment Inyong Yun Cheolkon Jung Xinran Wang Alfred Hero Joong Kyu Kim CVBM 35 11 0 01 Oct 2018
Interpretable Spatio-temporal Attention for Video Action Recognition Lili Meng Bo Zhao B. Chang Gao Huang Wei Sun Fred Tung Leonid Sigal 112 83 0 01 Oct 2018
Pre and Post-hoc Diagnosis and Interpretation of Malignancy from Breast DCE-MRI Gabriel Maicas A. Bradley Jacinto C. Nascimento Ian Reid G. Carneiro 82 28 0 25 Sep 2018
Online Object and Task Learning via Human Robot Interaction Masood Dehghan Zichen Zhang Mennatullah Siam Jun Jin Laura Petrich Martin Jägersand 48 2 0 24 Sep 2018
Global Weighted Average Pooling Bridges Pixel-level Localization and Image-level Classification Suo Qiu 54 28 0 21 Sep 2018
MASON: A Model AgnoStic ObjectNess Framework K. J. Joseph V. Balasubramanian OCL 47 2 0 20 Sep 2018
Deep learning for time series classification: a review Hassan Ismail Fawaz Germain Forestier J. Weber L. Idoumghar Pierre-Alain Muller AI4TS AI4CE 378 2,729 0 12 Sep 2018
Learning to Zoom: a Saliency-Based Sampling Layer for Neural Networks Adrià Recasens Petr Kellnhofer Simon Stent Wojciech Matusik Antonio Torralba 78 132 0 10 Sep 2018
Recent Advances in Object Detection in the Age of Deep Convolutional Neural Networks Shivang Agarwal Jean Ogier du Terrail F. Jurie ObjD 158 126 0 10 Sep 2018
Deep Learning for Generic Object Detection: A Survey Li Liu Wanli Ouyang Xiaogang Wang Paul Fieguth Jie Chen Xinwang Liu M. Pietikäinen ObjD VLM OOD 277 2,469 0 06 Sep 2018
Multi-Expert Gender Classification on Age Group by Integrating Deep Neural Networks Jun Beom Kho CVBM 21 2 0 06 Sep 2018
Driving Experience Transfer Method for End-to-End Control of Self-Driving Cars Dooseop Choi Taeg-Hyun An Kyounghwan Ahn Jeongdan Choi 61 7 0 06 Sep 2018
Automatic Lung Cancer Prediction from Chest X-ray Images Using Deep Learning Approach Worawate Ausawalaithong S. Marukatat Arjaree Thirach Theerawit Wilaiprasitporn MedIm 62 148 0 31 Aug 2018
An Adaptive Locally Connected Neuron Model: Focusing Neuron F. Boray Tek 38 6 0 31 Aug 2018
Top-down Attention Recurrent VLAD Encoding for Action Recognition in Videos Swathikiran Sudhakaran Oswald Lanz 48 6 0 29 Aug 2018
Localization Guided Learning for Pedestrian Attribute Recognition Peng Liu Xihui Liu Junjie Yan Jing Shao CVBM 65 113 0 28 Aug 2018
Spectral Pruning: Compressing Deep Neural Networks via Spectral Analysis and its Generalization Error Taiji Suzuki Hiroshi Abe Tomoya Murata Shingo Horiuchi Kotaro Ito Tokuma Wachi So Hirai Masatoshi Yukishima Tomoaki Nishimura MLT 65 10 0 26 Aug 2018
How do Convolutional Neural Networks Learn Design? Shailza Jolly Brian Kenji Iwana Ryohei Kuroki S. Uchida DiffM 55 14 0 25 Aug 2018
Brain Biomarker Interpretation in ASD Using Deep Learning and fMRI Xiaoxiao Li Nicha Dvornek Juntang Zhuang P. Ventola James S. Duncan 92 71 0 23 Aug 2018