Learning Deep Features for Discriminative Localization

14 December 2015

Antonio Torralba

Papers citing "Learning Deep Features for Discriminative Localization"

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Title
Disentangled Feature Representation for Few-shot Image Classification Hao Cheng Yufei Wang Haoliang Li Alex C. Kot Bihan Wen 135 30 0 26 Sep 2021
MODNet-V: Improving Portrait Video Matting via Background Restoration Jiayu Sun Zhanghan Ke Lihe Zhang Huchuan Lu Rynson W. H. Lau 62 9 0 24 Sep 2021
DeepAID: Interpreting and Improving Deep Learning-based Anomaly Detection in Security Applications Dongqi Han Zhiliang Wang Wenqi Chen Ying Zhong Su Wang Han Zhang Jiahai Yang Xingang Shi Xia Yin AAML 67 81 0 23 Sep 2021
Beyond Semantic to Instance Segmentation: Weakly-Supervised Instance Segmentation via Semantic Knowledge Transfer and Self-Refinement Beomyoung Kim Y. Yoo Chae-Eun Rhee Junmo Kim ISeg 266 35 0 20 Sep 2021
Mask-Guided Feature Extraction and Augmentation for Ultra-Fine-Grained Visual Categorization Zicheng Pan Xiaohan Yu Miaohua Zhang Yongsheng Gao 60 5 0 16 Sep 2021
Learning to Aggregate and Refine Noisy Labels for Visual Sentiment Analysis Wei-wei Zhu Zihe Zheng Haitian Zheng Hanjia Lyu Jiebo Luo NoLa 40 1 0 15 Sep 2021
F-CAM: Full Resolution Class Activation Maps via Guided Parametric Upscaling Soufiane Belharbi Aydin Sarraf M. Pedersoli Ismail Ben Ayed Luke McCaffrey Eric Granger WSOL 107 31 0 15 Sep 2021
From Heatmaps to Structural Explanations of Image Classifiers Li Fuxin Zhongang Qi Saeed Khorram Vivswan Shitole Prasad Tadepalli Minsuk Kahng Alan Fern XAI FAtt 49 6 0 13 Sep 2021
UniMS: A Unified Framework for Multimodal Summarization with Knowledge Distillation Zhengkun Zhang Xiaojun Meng Yasheng Wang Xin Jiang Qun Liu Zhenglu Yang 89 47 0 13 Sep 2021
Spatial and Semantic Consistency Regularizations for Pedestrian Attribute Recognition Jian Jia Xiaotang Chen Kaiqi Huang 75 64 0 13 Sep 2021
Saliency Guided Experience Packing for Replay in Continual Learning Gobinda Saha Kaushik Roy VLM KELM CLL 136 23 0 10 Sep 2021
IFBiD: Inference-Free Bias Detection Ignacio Serna Daniel DeAlcala Aythami Morales Julian Fierrez J. Ortega-Garcia CVBM 109 11 0 09 Sep 2021
Discovery of New Multi-Level Features for Domain Generalization via Knowledge Corruption A. Frikha Denis Krompass Volker Tresp OOD 90 1 0 09 Sep 2021
Deriving Explanation of Deep Visual Saliency Models S. Malladi J. Mukhopadhyay M. Larabi S. Chaudhury FAtt XAI 44 0 0 08 Sep 2021
CIM: Class-Irrelevant Mapping for Few-Shot Classification Shuai Shao Lei Xing Yixin Chen Yanjiang Wang Baodi Liu Yicong Zhou 83 2 0 07 Sep 2021
Robust Attentive Deep Neural Network for Exposing GAN-generated Faces Hui Guo Shu Hu Xin Wang Ming-Ching Chang Siwei Lyu CVBM 75 37 0 05 Sep 2021
Weakly Supervised Relative Spatial Reasoning for Visual Question Answering Pratyay Banerjee Tejas Gokhale Yezhou Yang Chitta Baral LRM 85 19 0 04 Sep 2021
Stimuli-Aware Visual Emotion Analysis Jingyuan Yang Jie Li Xiumei Wang Yuxuan Ding Xinbo Gao 55 55 0 04 Sep 2021
To be Critical: Self-Calibrated Weakly Supervised Learning for Salient Object Detection Yongri Piao Jian Wang Miaohui Zhang Zheng Ma Huchuan Lu 70 3 0 04 Sep 2021
ReLaX: Retinal Layer Attribution for Guided Explanations of Automated Optical Coherence Tomography Classification Evan Wen R. Sorenson Max Ehrlich 43 1 0 03 Sep 2021
CX-ToM: Counterfactual Explanations with Theory-of-Mind for Enhancing Human Trust in Image Recognition Models Arjun Reddy Akula Keze Wang Changsong Liu Sari Saba-Sadiya Hongjing Lu S. Todorovic J. Chai Song-Chun Zhu 104 49 0 03 Sep 2021
CAM-loss: Towards Learning Spatially Discriminative Feature Representations Chaofei Wang J. Xiao Yizeng Han Qisen Yang S. Song Gao Huang 65 22 0 03 Sep 2021
Self-Taught Cross-Domain Few-Shot Learning with Weakly Supervised Object Localization and Task-Decomposition Xiyao Liu Zhong Ji Yanwei Pang Zhongfei Zhang 69 17 0 03 Sep 2021
Global-Local Transformer for Brain Age Estimation Sheng He P. E. Grant Yangming Ou ViT MedIm 96 109 0 03 Sep 2021
Cross-Model Consensus of Explanations and Beyond for Image Classification Models: An Empirical Study Xuhong Li Haoyi Xiong Siyu Huang Shilei Ji Dejing Dou 63 10 0 02 Sep 2021
Pulmonary Disease Classification Using Globally Correlated Maximum Likelihood: an Auxiliary Attention mechanism for Convolutional Neural Networks E. Verenich Tobias Martin Alvaro Velasquez Nazar Khan Faraz Hussain 75 3 0 01 Sep 2021
Towards Learning a Vocabulary of Visual Concepts and Operators using Deep Neural Networks Sunil Kumar Vengalil N. Sinha 23 0 0 01 Sep 2021
Spatio-Temporal Perturbations for Video Attribution Zhenqiang Li Weimin Wang Zuoyue Li Yifei Huang Yoichi Sato 60 6 0 01 Sep 2021
PACE: Posthoc Architecture-Agnostic Concept Extractor for Explaining CNNs V. Kamakshi Uday Gupta N. C. Krishnan 77 18 0 31 Aug 2021
Semi-supervised Image Classification with Grad-CAM Consistency Juyong Lee Seunghyuk Cho 31 3 0 31 Aug 2021
Seminar Learning for Click-Level Weakly Supervised Semantic Segmentation Hongjun Chen Jinbao Wang Hao Chen Xiantong Zhen Feng Zheng Rongrong Ji Ling Shao 61 29 0 30 Aug 2021
Efficient Visual Recognition with Deep Neural Networks: A Survey on Recent Advances and New Directions Yang Wu Dingheng Wang Xiaotong Lu Fan Yang Guoqi Li W. Dong Jianbo Shi 104 18 0 30 Aug 2021
Pseudo-mask Matters in Weakly-supervised Semantic Segmentation Yi Li Zhanghui Kuang Liyang Liu Yimin Chen Wayne Zhang 106 100 0 30 Aug 2021
Calibrating Class Activation Maps for Long-Tailed Visual Recognition Fangqiu Yi Guosheng Lin Lvlong Lai Henghui Ding Qingyao Wu 72 1 0 29 Aug 2021
A Comparison of Deep Saliency Map Generators on Multispectral Data in Object Detection Jens Bayer David Munch Michael Arens 3DPC 68 4 0 26 Aug 2021
Enhancing Model Assessment in Vision-based Interactive Machine Teaching through Real-time Saliency Map Visualization Zhongyi Zhou Koji Yatani FAtt 44 3 0 26 Aug 2021
An Underwater Image Semantic Segmentation Method Focusing on Boundaries and a Real Underwater Scene Semantic Segmentation Dataset Zhiwei Ma Haojie Li Zhihui Wang Dan Yu Tianyi Wang Yingshuang Gu Xin-Yue Fan Zhongxuan Luo 42 5 0 26 Aug 2021
A Framework for Learning Ante-hoc Explainable Models via Concepts Anirban Sarkar Deepak Vijaykeerthy Anindya Sarkar V. Balasubramanian LRM BDL 93 50 0 25 Aug 2021
Understanding of Kernels in CNN Models by Suppressing Irrelevant Visual Features in Images Jiafan Zhuang Wanying Tao Jianfei Xing Wei Shi Ruixuan Wang Weishi Zheng FAtt 52 3 0 25 Aug 2021
Diverse Similarity Encoder for Deep GAN Inversion Cheng Yu Wenmin Wang DRL 37 4 0 23 Aug 2021
BiaSwap: Removing dataset bias with bias-tailored swapping augmentation Eungyeup Kim Jihyeon Janel Lee Jaegul Choo 91 89 0 23 Aug 2021
Learn-Explain-Reinforce: Counterfactual Reasoning and Its Guidance to Reinforce an Alzheimer's Disease Diagnosis Model Kwanseok Oh Jeeseok Yoon Heung-Il Suk FAtt 81 28 0 21 Aug 2021
Geo-Context Aware Study of Vision-Based Autonomous Driving Models and Spatial Video Data Suphanut Jamonnak Ye Zhao Xinyi Huang Md. Amiruzzaman 48 22 0 20 Aug 2021
Is it Time to Replace CNNs with Transformers for Medical Images? Christos Matsoukas Johan Fredin Haslum Magnus P Soderberg Kevin Smith ViT OOD MedIm 74 150 0 20 Aug 2021
Causal Attention for Unbiased Visual Recognition Tan Wang Chan Zhou Qianru Sun Hanwang Zhang OOD CML 108 114 0 19 Aug 2021
XAI Methods for Neural Time Series Classification: A Brief Review Ilija vSimić Vedran Sabol Eduardo E. Veas BDL AI4TS 50 13 0 18 Aug 2021
DeepFake MNIST+: A DeepFake Facial Animation Dataset Jiajun Huang Xueyu Wang Bo Du Pei Du Chang Xu 3DH 47 19 0 18 Aug 2021
Neural Photofit: Gaze-based Mental Image Reconstruction Florian Strohm Ekta Sood Sven Mayer Philipp Muller Mihai Bâce Andreas Bulling DiffM CVBM 53 12 0 17 Aug 2021
Transferring Knowledge with Attention Distillation for Multi-Domain Image-to-Image Translation Runze Li Tomaso Fontanini Luca Donati Andrea Prati B. Bhanu GAN 130 0 0 17 Aug 2021
Cross-Image Region Mining with Region Prototypical Network for Weakly Supervised Segmentation Weide Liu Xiangfei Kong Tzu-Yi Hung Guosheng Lin 104 22 0 17 Aug 2021