Learning Deep Features for Discriminative Localization

14 December 2015

Antonio Torralba

Papers citing "Learning Deep Features for Discriminative Localization"

50 / 1,391 papers shown

Title
Weakly Supervised Localisation for Fetal Ultrasound Images N. Toussaint Bishesh Khanal Matthew Sinclair A. Gómez E. Skelton Jacqueline Matthew Julia A. Schnabel 8 16 0 02 Aug 2018
Actor-Centric Relation Network Chen Sun Abhinav Shrivastava Carl Vondrick Kevin Patrick Murphy Rahul Sukthankar Cordelia Schmid 47 220 0 28 Jul 2018
Self-produced Guidance for Weakly-supervised Object Localization Xiaolin Zhang Yunchao Wei Guoliang Kang Yi Yang Thomas Huang WSOL 23 251 0 24 Jul 2018
From Volcano to Toyshop: Adaptive Discriminative Region Discovery for Scene Recognition Zhengyu Zhao Martha Larson 13 29 0 23 Jul 2018
Attention-Guided Curriculum Learning for Weakly Supervised Classification and Localization of Thoracic Diseases on Chest Radiographs Yuxing Tang Xiaosong Wang Adam P. Harrison Le Lu Jing Xiao Ronald M. Summers 14 153 0 19 Jul 2018
Chest X-rays Classification: A Multi-Label and Fine-Grained Problem Z. Ge Dwarikanath Mahapatra S. Sedai R. Garnavi R. Chakravorty 25 50 0 19 Jul 2018
CBAM: Convolutional Block Attention Module Sanghyun Woo Jongchan Park Joon-Young Lee In So Kweon 118 16,177 0 17 Jul 2018
TS2C: Tight Box Mining with Surrounding Segmentation Context for Weakly Supervised Object Detection Yunchao Wei Zhiqiang Shen Bowen Cheng Humphrey Shi Jinjun Xiong Jiashi Feng Thomas Huang WSOD 26 152 0 13 Jul 2018
Perception of Image Features in Post-Mortem Iris Recognition: Humans vs Machines Mateusz Trokielewicz A. Czajka P. Maciejewicz CVBM 18 2 0 11 Jul 2018
NMT-Keras: a Very Flexible Toolkit with a Focus on Interactive NMT and Online Learning Álvaro Peris F. Casacuberta KELM HAI 39 21 0 09 Jul 2018
Automatic Classification of Defective Photovoltaic Module Cells in Electroluminescence Images S. Deitsch Vincent Christlein S. Berger C. Buerhop‐Lutz Andreas Maier F. Gallwitz Christian Riess 32 356 0 08 Jul 2018
Parallel Convolutional Networks for Image Recognition via a Discriminator Shiqi Yang G. Peng 20 3 0 06 Jul 2018
Confidential Inference via Ternary Model Partitioning Zhongshu Gu Heqing Huang Jialong Zhang D. Su Hani Jamjoom Ankita Lamba Dimitrios E. Pendarakis Ian Molloy 21 53 0 03 Jul 2018
Iterative Attention Mining for Weakly Supervised Thoracic Disease Pattern Localization in Chest X-Rays Jinzheng Cai Le Lu Adam P. Harrison Xiaoshuang Shi Pingjun Chen Ling Yang 31 54 0 03 Jul 2018
This Looks Like That: Deep Learning for Interpretable Image Recognition Chaofan Chen Oscar Li Chaofan Tao A. Barnett Jonathan Su Cynthia Rudin 59 1,159 0 27 Jun 2018
Open the Black Box Data-Driven Explanation of Black Box Decision Systems D. Pedreschi F. Giannotti Riccardo Guidotti A. Monreale Luca Pappalardo Salvatore Ruggieri Franco Turini 27 38 0 26 Jun 2018
An accurate retrieval through R-MAC+ descriptors for landmark recognition Federico Magliani Andrea Prati 41 17 0 22 Jun 2018
RISE: Randomized Input Sampling for Explanation of Black-box Models Vitali Petsiuk Abir Das Kate Saenko FAtt 82 1,154 0 19 Jun 2018
Multi-Agent Deep Reinforcement Learning with Human Strategies Thanh Nguyen Ngoc Duy Nguyen S. Nahavandi 29 12 0 12 Jun 2018
Understanding Patch-Based Learning by Explaining Predictions Christopher J. Anders G. Montavon Wojciech Samek K. Müller UQCV FAtt 33 6 0 11 Jun 2018
Localizing and Quantifying Damage in Social Media Images Xukun Li Xukun Li Doina Caragea Muhammad Imran 24 57 0 09 Jun 2018
Evaluating surgical skills from kinematic data using convolutional neural networks Hassan Ismail Fawaz Germain Forestier J. Weber L. Idoumghar Pierre-Alain Muller 19 105 0 07 Jun 2018
Graph Saliency Maps through Spectral Convolutional Networks: Application to Sex Classification with Brain Connectivity Salim Arslan S. Ktena Ben Glocker Daniel Rueckert GNN 24 53 0 05 Jun 2018
Cube Padding for Weakly-Supervised Saliency Prediction in 360° Videos Hsien-Tzu Cheng Chun-Hung Chao Jin-Dong Dong Hao-Kai Wen Tyng-Luh Liu Min Sun 29 189 0 04 Jun 2018
Respond-CAM: Analyzing Deep Models for 3D Imaging Data by Visualizations Guannan Zhao Bo Zhou Kaiwen Wang Rui Jiang Min Xu FAtt MedIm 28 48 0 31 May 2018
Explaining Explanations: An Overview of Interpretability of Machine Learning Leilani H. Gilpin David Bau Ben Z. Yuan Ayesha Bajwa Michael A. Specter Lalana Kagal XAI 40 1,842 0 31 May 2018
DeepMiner: Discovering Interpretable Representations for Mammogram Classification and Explanation Jimmy Wu Bolei Zhou D. Peck S. Hsieh V. Dialani Lester W. Mackey Genevieve Patterson FAtt MedIm 20 24 0 31 May 2018
Collaborative Human-AI (CHAI): Evidence-Based Interpretable Melanoma Classification in Dermoscopic Images Noel Codella Chung-Ching Lin Allan Halpern Michael Hind Rogerio Feris John R. Smith 29 41 0 30 May 2018
Global Sum Pooling: A Generalization Trick for Object Counting with Small Datasets of Large Images Shubhra Aich Ian Stavness 27 20 0 28 May 2018
Local Rule-Based Explanations of Black Box Decision Systems Riccardo Guidotti A. Monreale Salvatore Ruggieri D. Pedreschi Franco Turini F. Giannotti 31 435 0 28 May 2018
Excitation Dropout: Encouraging Plasticity in Deep Neural Networks Andrea Zunino Sarah Adel Bargal Pietro Morerio Jianming Zhang Stan Sclaroff Vittorio Murino 21 23 0 23 May 2018
RotDCF: Decomposition of Convolutional Filters for Rotation-Equivariant Deep Networks Xiuyuan Cheng Qiang Qiu Robert Calderbank Guillermo Sapiro 30 43 0 17 May 2018
Towards Explaining Anomalies: A Deep Taylor Decomposition of One-Class Models Jacob R. Kauffmann K. Müller G. Montavon DRL 42 96 0 16 May 2018
2sRanking-CNN: A 2-stage ranking-CNN for diagnosis of glaucoma from fundus images using CAM-extracted ROI as an intermediate input Tae Joon Jun Dohyeun Kim Hoang Minh Nguyen Daeyoung Kim Y. Eom MedIm 13 6 0 15 May 2018
Deep Attentional Structured Representation Learning for Visual Recognition K. K. Nakka Mathieu Salzmann 36 10 0 14 May 2018
Exploring object-centric and scene-centric CNN features and their complementarity for human rights violations recognition in images Grigorios Kalliatakis Shoaib Ehsan A. Leonardis Klaus McDonald-Maier 31 13 0 12 May 2018
Image Ordinal Classification and Understanding: Grid Dropout with Masking Label Chao Zhang Ce Zhu Jimin Xiao Xun Xu Yipeng Liu 11 8 0 08 May 2018
Deep Ordinal Hashing with Spatial Attention Lu Jin Xiangbo Shu Kai Li Zechao Li Guo-Jun Qi Jinhui Tang 43 79 0 07 May 2018
Interpretable Fully Convolutional Classification of Intrapapillary Capillary Loops for Real-Time Detection of Early Squamous Neoplasia Luis C. Garcéa-Peraza-Herrera M. Everson Wenqi Li I. Luengo L. Berger ... Wen-Lun Wang R. Haidry Danail Stoyanov Tom Vercauteren Sebastien Ourselin 21 9 0 02 May 2018
Towards Interpretable Face Recognition Bangjie Yin Luan Tran Haoxiang Li Xiaohui Shen Xiaoming Liu CVBM 22 82 0 02 May 2018
Visual Estimation of Building Condition with Patch-level ConvNets David Koch Miroslav Despotovic Muntaha Sakeena M. Döller Matthias Zeppelzauer 29 20 0 26 Apr 2018
Weakly-Supervised Learning-Based Feature Localization in Confocal Laser Endomicroscopy Glioma Images Mohammadhassan Izadyyazdanabadi E. Belykh C. Cavallo Xiaochun Zhao S. Gandhi L. Moreira J. Eschbacher P. Nakaji M. Preul Yezhou Yang 34 35 0 25 Apr 2018
Weakly Supervised Representation Learning for Unsynchronized Audio-Visual Events Sanjeel Parekh S. Essid A. Ozerov Ngoc Q. K. Duong P. Pérez G. Richard SSL 16 19 0 19 Apr 2018
Adversarial Complementary Learning for Weakly Supervised Object Localization Xiaolin Zhang Yunchao Wei Jiashi Feng Yi Yang Thomas Huang WSOL 28 571 0 19 Apr 2018
Attention-Gated Networks for Improving Ultrasound Scan Plane Detection Jo Schlemper Ozan Oktay Liang Chen Jacqueline Matthew C. Knight Bernhard Kainz Ben Glocker Daniel Rueckert 27 92 0 15 Apr 2018
Audio-Visual Scene Analysis with Self-Supervised Multisensory Features Andrew Owens Alexei A. Efros SSL 51 745 0 10 Apr 2018
The Sound of Pixels Hang Zhao Chuang Gan Andrew Rouditchenko Carl Vondrick Josh H. McDermott Antonio Torralba VLM 22 529 0 09 Apr 2018
Learn To Pay Attention Saumya Jetley Nicholas A. Lord Namhoon Lee Philip Torr 69 437 0 06 Apr 2018
Jointly Discovering Visual Objects and Spoken Words from Raw Sensory Input David Harwath Adrià Recasens Dídac Surís Galen Chuang Antonio Torralba James R. Glass 32 200 0 04 Apr 2018
Weakly Supervised Instance Segmentation using Class Peak Response Yanzhao Zhou Yi Zhu QiXiang Ye Qiang Qiu Jianbin Jiao WSOL 27 274 0 03 Apr 2018