Learning Deep Features for Discriminative Localization

14 December 2015

Antonio Torralba

Papers citing "Learning Deep Features for Discriminative Localization"

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Title
Scaling Open-Vocabulary Image Segmentation with Image-Level Labels Golnaz Ghiasi Xiuye Gu Huayu Chen Nayeon Lee VLM 185 387 0 22 Dec 2021
Improved skin lesion recognition by a Self-Supervised Curricular Deep Learning approach Kirill Sirotkin Marcos Escudero-Viñolo Pablo Carballeira Juan C. Sanmiguel SSL 60 7 0 22 Dec 2021
Class-aware Sounding Objects Localization via Audiovisual Correspondence Di Hu Yake Wei Rui Qian Weiyao Lin Ruihua Song Ji-Rong Wen 72 42 0 22 Dec 2021
Comparing radiologists' gaze and saliency maps generated by interpretability methods for chest x-rays Ricardo Bigolin Lanfredi Ambuj Arora Trafton Drew Joyce D. Schroeder Tolga Tasdizen MedIm 32 9 0 22 Dec 2021
Explainable Artificial Intelligence for Autonomous Driving: A Comprehensive Overview and Field Guide for Future Research Directions Shahin Atakishiyev Mohammad Salameh Hengshuai Yao Randy Goebel 112 138 0 21 Dec 2021
Toward Explainable AI for Regression Models S. Letzgus Patrick Wagner Jonas Lederer Wojciech Samek Klaus-Robert Muller G. Montavon XAI 97 67 0 21 Dec 2021
Transferable End-to-end Room Layout Estimation via Implicit Encoding Hao Zhao René Ranftl Yurong Chen H. Zha 3DV 3DPC 52 3 0 21 Dec 2021
A Deep Learning Based Workflow for Detection of Lung Nodules With Chest Radiograph Yan Tai Yupeng Fang Fang-Yi Su Jung-Hsien Chiang 16 0 0 19 Dec 2021
GPEX, A Framework For Interpreting Artificial Neural Networks Amir Akbarnejad G. Bigras Nilanjan Ray 67 4 0 18 Dec 2021
Pixel Distillation: A New Knowledge Distillation Scheme for Low-Resolution Image Recognition Guangyu Guo Dingwen Zhang Longfei Han Nian Liu Ming-Ming Cheng Junwei Han 67 2 0 17 Dec 2021
Weakly Supervised Semantic Segmentation via Alternative Self-Dual Teaching Dingwen Zhang Wenyuan Zeng Guangyu Guo Chaowei Fang Lechao Cheng Ming-Ming Cheng Junwei Han 148 34 0 17 Dec 2021
Disentangled representations: towards interpretation of sex determination from hip bone K. Zou S. Faisan F. Heitz Marie Epain P. Croisille L. Fanton S. Valette 3DH DRL 118 4 0 17 Dec 2021
Activation Modulation and Recalibration Scheme for Weakly Supervised Semantic Segmentation Jie Qin Jie Wu Xuefeng Xiao Lujun Li Xingang Wang 122 114 0 16 Dec 2021
Contrastive Spatio-Temporal Pretext Learning for Self-supervised Video Representation Yujia Zhang L. Po Xuyuan Xu Mengyang Liu Yexin Wang Weifeng Ou Yuzhi Zhao Weikang Yu SSL AI4TS 74 17 0 16 Dec 2021
Improving Unsupervised Stain-To-Stain Translation using Self-Supervision and Meta-Learning Nassim Bouteldja B. Klinkhammer Tarek Schlaich P. Boor Dorit Merhof MedIm 50 21 0 16 Dec 2021
Saliency Grafting: Innocuous Attribution-Guided Mixup with Calibrated Label Mixing Joonhyung Park J. Yang Jinwoo Shin Sung Ju Hwang Eunho Yang 70 24 0 16 Dec 2021
Encoding protein dynamic information in graph representation for functional residue identification Chiang Yuan Weiwei Hui Shu-Wei Chang 65 9 0 15 Dec 2021
Decomposing the Deep: Finding Class Specific Filters in Deep CNNs Akshay Badola Cherian Roy V. Padmanabhan R. Lal FAtt 64 2 0 14 Dec 2021
Uncertainty Estimation via Response Scaling for Pseudo-mask Noise Mitigation in Weakly-supervised Semantic Segmentation Yi Li Yiqun Duan Zhanghui Kuang Yimin Chen Wayne Zhang Xiaomeng Li 108 75 0 14 Dec 2021
Self-supervised Spatiotemporal Representation Learning by Exploiting Video Continuity Hanwen Liang N. Quader Zhixiang Chi Lizhe Chen Peng Dai Juwei Lu Yang Wang SSL AI4TS 90 32 0 11 Dec 2021
A Discriminative Channel Diversification Network for Image Classification Krushi Patel Guanghui Wang 93 8 0 10 Dec 2021
Exploring Pixel-level Self-supervision for Weakly Supervised Semantic Segmentation Sung-Hoon Yoon H. Kweon Jaeseok Jeong Hyeonseong Kim Shinjeong Kim Kuk-Jin Yoon 56 7 0 10 Dec 2021
LCTR: On Awakening the Local Continuity of Transformer for Weakly Supervised Object Localization Zhiwei Chen Changan Wang Yabiao Wang Guannan Jiang Yunhang Shen Ying Tai Chengjie Wang Wei Zhang Liujuan Cao WSOL ViT 72 47 0 10 Dec 2021
Contextualized Spatio-Temporal Contrastive Learning with Self-Supervision Liangzhe Yuan Rui Qian Huayu Chen Boqing Gong Florian Schroff Ming-Hsuan Yang Hartwig Adam Ting Liu AI4TS 105 16 0 09 Dec 2021
Robust Weakly Supervised Learning for COVID-19 Recognition Using Multi-Center CT Images Qinghao Ye Yuan Gao Weiping Ding Z. Niu Chengjia Wang ... Minhao Wang E. Fang Wade Menpes-Smith Jun Xia Guang Yang OOD 109 33 0 09 Dec 2021
Model Doctor: A Simple Gradient Aggregation Strategy for Diagnosing and Treating CNN Classifiers Zunlei Feng Jiacong Hu Sai Wu Xiaotian Yu Mingli Song Xiuming Zhang 81 14 0 09 Dec 2021
Explainability of the Implications of Supervised and Unsupervised Face Image Quality Estimations Through Activation Map Variation Analyses in Face Recognition Models Biying Fu Naser Damer AAML CVBM 51 10 0 09 Dec 2021
Suppressing Static Visual Cues via Normalizing Flows for Self-Supervised Video Representation Learning Manlin Zhang Jinpeng Wang A. J. Ma 83 9 0 07 Dec 2021
Activation to Saliency: Forming High-Quality Labels for Completely Unsupervised Salient Object Detection Huajun Zhou Peijia Chen Lingxiao Yang Jianhuang Lai Xiaohua Xie 64 0 0 07 Dec 2021
TCGL: Temporal Contrastive Graph for Self-supervised Video Representation Learning Yang Liu Keze Wang Lingbo Liu Hao Lan Liang Lin SSL AI4TS 137 113 0 07 Dec 2021
Training Deep Models to be Explained with Fewer Examples Tomoharu Iwata Yuya Yoshikawa FAtt 128 1 0 07 Dec 2021
HIVE: Evaluating the Human Interpretability of Visual Explanations Sunnie S. Y. Kim Nicole Meister V. V. Ramaswamy Ruth C. Fong Olga Russakovsky 163 119 0 06 Dec 2021
GETAM: Gradient-weighted Element-wise Transformer Attention Map for Weakly-supervised Semantic segmentation Weixuan Sun Jing Zhang Zheyuan Liu Yiran Zhong Nick Barnes ViT 114 14 0 06 Dec 2021
Explainable Deep Learning in Healthcare: A Methodological Survey from an Attribution View Di Jin Elena Sergeeva W. Weng Geeticka Chauhan Peter Szolovits OOD 120 58 0 05 Dec 2021
Constrained Adaptive Projection with Pretrained Features for Anomaly Detection Xingtai Gui Di Wu Yang Chang Shicai Fan 36 5 0 05 Dec 2021
Incremental Learning in Semantic Segmentation from Image Labels Fabio Cermelli Dario Fontanel A. Tavera Marco Ciccone Barbara Caputo VLM CLL 84 49 0 03 Dec 2021
MFNet: Multi-filter Directive Network for Weakly Supervised Salient Object Detection Yongri Piao Jian Wang Miaohui Zhang Huchuan Lu 78 53 0 03 Dec 2021
Semantic-Sparse Colorization Network for Deep Exemplar-based Colorization Yunpeng Bai Chao Dong Zenghao Chai Andong Wang Zhengzhuo Xu Chun Yuan 131 18 0 02 Dec 2021
Temporally Resolution Decrement: Utilizing the Shape Consistency for Higher Computational Efficiency Tianshu Xie Xuan Cheng Minghui Liu Jiali Deng Xiaomin Wang Meilin Liu SupR 42 1 0 02 Dec 2021
Interpretable Deep Learning-Based Forensic Iris Segmentation and Recognition Andrey Kuehlkamp Aidan Boyd A. Czajka Kevin W. Bowyer Patrick Flynn D. Chute Eric Benjamin CVBM 132 10 0 01 Dec 2021
Improving GAN Equilibrium by Raising Spatial Awareness Jianyuan Wang Ceyuan Yang Yinghao Xu Yujun Shen Hongdong Li Bolei Zhou GAN 100 30 0 01 Dec 2021
CYBORG: Blending Human Saliency Into the Loss Improves Deep Learning Aidan Boyd Patrick J. Tinsley Kevin W. Bowyer A. Czajka CVBM 72 38 0 01 Dec 2021
Background Activation Suppression for Weakly Supervised Object Localization Ping Wu Wei Zhai Yang Cao WSOL 84 52 0 01 Dec 2021
Reconstruction Student with Attention for Student-Teacher Pyramid Matching Shinji Yamada Kazuhiro Hotta 85 39 0 30 Nov 2021
Point Cloud Instance Segmentation with Semi-supervised Bounding-Box Mining Yongbin Liao Erik Cambria Yang-ting Zhang Chuangguan Ye Tao Chen Jiayuan Fan ISeg 3DPC 88 22 0 30 Nov 2021
Deformable ProtoPNet: An Interpretable Image Classifier Using Deformable Prototypes Jonathan Donnelly A. Barnett Chaofan Chen 3DH 134 130 0 29 Nov 2021
Improving Deep Learning Interpretability by Saliency Guided Training Aya Abdelsalam Ismail H. C. Bravo Soheil Feizi FAtt 105 83 0 29 Nov 2021
Fed2: Feature-Aligned Federated Learning Fuxun Yu Weishan Zhang Zhuwei Qin Zirui Xu Di Wang Chenchen Liu Zhi Tian Xiang Chen FedML 94 79 0 28 Nov 2021
FashionSearchNet-v2: Learning Attribute Representations with Localization for Image Retrieval with Attribute Manipulation Kenan E. Ak Joo-Hwee Lim Ying Sun J. Y. Tham A. Kassim OOD AI4TS 63 3 0 28 Nov 2021
Learning a Weight Map for Weakly-Supervised Localization Tal Shaharabany Lior Wolf WSOL SSL 91 1 0 28 Nov 2021