Learning Deep Features for Discriminative Localization

14 December 2015

Antonio Torralba

Papers citing "Learning Deep Features for Discriminative Localization"

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Title
Expeditious Saliency-guided Mix-up through Random Gradient Thresholding Minh-Long Luu Zeyi Huang Eric P. Xing Yong Jae Lee Haohan Wang AAML 69 1 0 09 Dec 2022
Group Generalized Mean Pooling for Vision Transformer ByungSoo Ko Han-Gyu Kim Byeongho Heo Sangdoo Yun Sanghyuk Chun Geonmo Gu Wonjae Kim ViT 80 1 0 08 Dec 2022
Going Beyond XAI: A Systematic Survey for Explanation-Guided Learning Yuyang Gao Siyi Gu Junji Jiang S. Hong Dazhou Yu Liang Zhao 76 42 0 07 Dec 2022
iQuery: Instruments as Queries for Audio-Visual Sound Separation Jiaben Chen Renrui Zhang Dongze Lian Jiaqi Yang Ziyao Zeng Jianbo Shi 123 29 0 07 Dec 2022
A Time Series Approach to Explainability for Neural Nets with Applications to Risk-Management and Fraud Detection M. Wildi Branka Hadji Misheva AI4TS 58 1 0 06 Dec 2022
Spuriosity Rankings: Sorting Data to Measure and Mitigate Biases Mazda Moayeri Wenxiao Wang Sahil Singla Soheil Feizi 158 16 0 05 Dec 2022
Lightweight Facial Attractiveness Prediction Using Dual Label Distribution Shu Liu Enquan Huang Kexuan Wang Yan Xu Xiaoyan Kui Tao Lei Hongying Meng CVBM 76 2 0 04 Dec 2022
Evaluation of Explanation Methods of AI -- CNNs in Image Classification Tasks with Reference-based and No-reference Metrics A. Zhukov J. Benois-Pineau R. Giot 38 5 0 02 Dec 2022
Weakly-supervised detection of AMD-related lesions in color fundus images using explainable deep learning José Morano Álvaro S. Hervella J. Rouco Jorge Novo José I. Fernández-Vigo M. Ortega MedIm 69 14 0 01 Dec 2022
Interpretability and accessibility of machine learning in selected food processing, agriculture and health applications N. Ranasinghe A. Ramanan S. Fernando P. N. Hameed D. Herath T. Malepathirana P. Suganthan M. Niranjan Saman K. Halgamuge 31 2 0 30 Nov 2022
AdvMask: A Sparse Adversarial Attack Based Data Augmentation Method for Image Classification Suorong Yang Jinqiao Li Jian Zhao S. Furao AAML 67 6 0 29 Nov 2022
Interpretations Cannot Be Trusted: Stealthy and Effective Adversarial Perturbations against Interpretable Deep Learning Eldor Abdukhamidov Mohammed Abuhamad Simon S. Woo Eric Chan-Tin Tamer Abuhmed AAML 63 9 0 29 Nov 2022
Interactive Visual Feature Search Devon Ulrich Ruth C. Fong FAtt 107 0 0 28 Nov 2022
Mix and Localize: Localizing Sound Sources in Mixtures Xixi Hu Ziyang Chen Andrew Owens 96 52 0 28 Nov 2022
Explaining Deep Convolutional Neural Networks for Image Classification by Evolving Local Interpretable Model-agnostic Explanations Bin Wang Wenbin Pei Bing Xue Mengjie Zhang FAtt 169 4 0 28 Nov 2022
Multi-Label Continual Learning using Augmented Graph Convolutional Network Kaile Du Fan Lyu Linyan Li Fuyuan Hu Wei Feng Fenglei Xu Xuefeng Xi Hanjing Cheng CLL 75 14 0 27 Nov 2022
Estimating Reflectance Layer from A Single Image: Integrating Reflectance Guidance and Shadow/Specular Aware Learning Yeying Jin Ruoteng Li Wenhan Yang R. Tan 117 29 0 27 Nov 2022
Attribution-based XAI Methods in Computer Vision: A Review Kumar Abhishek Deeksha Kamath 67 21 0 27 Nov 2022
Boosting COVID-19 Severity Detection with Infection-aware Contrastive Mixup Classification Junlin Hou Jilan Xu Nan Zhang Yuejie Zhang Xiao-Yong Zhang Rui Feng 65 4 0 26 Nov 2022
CMC v2: Towards More Accurate COVID-19 Detection with Discriminative Video Priors Junlin Hou Jilan Xu Nan Zhang Yi Wang Yuejie Zhang Xiao-Yong Zhang Rui Feng 81 2 0 26 Nov 2022
Human-machine Interactive Tissue Prototype Learning for Label-efficient Histopathology Image Segmentation W. Pan Jiangpeng Yan Hanbo Chen Jiawei Yang Zhe Xu Xiu Li Jianhua Yao 55 9 0 26 Nov 2022
TAOTF: A Two-stage Approximately Orthogonal Training Framework in Deep Neural Networks Taoyong Cui Jianze Li Yuhan Dong Li Liu 52 1 0 25 Nov 2022
Self-Supervised Learning based on Heat Equation Yinpeng Chen Xiyang Dai Dongdong Chen Mengchen Liu Lu Yuan Zicheng Liu Youzuo Lin 77 4 0 23 Nov 2022
Structural Knowledge Distillation for Object Detection Philip de Rijk Lukas Schneider Marius Cordts D. Gavrila 68 25 0 23 Nov 2022
Global Meets Local: Effective Multi-Label Image Classification via Category-Aware Weak Supervision Jiawei Zhan Jing Liu Wei Tang Guannan Jiang Xi-Zhao Wang ... Tianliang Zhang Wenlong Wu Wei Zhang Chengjie Wang Yuan Xie 95 6 0 23 Nov 2022
ISIM: Iterative Self-Improved Model for Weakly Supervised Segmentation Cenk Bircanoglu N. Arica VLM 88 5 0 22 Nov 2022
Out-of-Candidate Rectification for Weakly Supervised Semantic Segmentation Ze-Long Cheng Pengchong Qiao Kehan Li Siheng Li Pengxu Wei Xiang Ji Li-ming Yuan Chang Liu Jie Chen 72 39 0 22 Nov 2022
Towards Human-Interpretable Prototypes for Visual Assessment of Image Classification Models Poulami Sinhamahapatra Lena Heidemann Maureen Monnet Karsten Roscher 80 5 0 22 Nov 2022
Neural Dependencies Emerging from Learning Massive Categories Ruili Feng Kecheng Zheng Kai Zhu Yujun Shen Jian Zhao Yukun Huang Deli Zhao Jingren Zhou Michael I. Jordan Zhengjun Zha UQCV 28 0 0 21 Nov 2022
Attention-based Class Activation Diffusion for Weakly-Supervised Semantic Segmentation Jianqiang Huang Jian Wang Qianru Sun Hanwang Zhang 124 2 0 20 Nov 2022
Concept-based Explanations using Non-negative Concept Activation Vectors and Decision Tree for CNN Models Gayda Mutahar Tim Miller FAtt 51 6 0 19 Nov 2022
ProCC: Progressive Cross-primitive Compatibility for Open-World Compositional Zero-Shot Learning Fushuo Huo Wenchao Xu Song Guo Jingcai Guo Yining Qi Ziming Liu Xiaocheng Lu VLM 93 7 0 19 Nov 2022
Data-Adaptive Discriminative Feature Localization with Statistically Guaranteed Interpretation Ben Dai Xiaotong Shen Lingzhi Chen Chunlin Li Wei Pan FAtt 58 2 0 18 Nov 2022
Contrastive Positive Sample Propagation along the Audio-Visual Event Line Jinxing Zhou Dan Guo Meng Wang 119 54 0 18 Nov 2022
Data-Centric Debugging: mitigating model failures via targeted data collection Sahil Singla Atoosa Malemir Chegini Mazda Moayeri Soheil Feiz 94 4 0 17 Nov 2022
Towards Good Practices in Evaluating Transfer Adversarial Attacks Zhengyu Zhao Hanwei Zhang Renjue Li R. Sicre Laurent Amsaleg Michael Backes AAML 107 20 0 17 Nov 2022
CRAFT: Concept Recursive Activation FacTorization for Explainability Thomas Fel Agustin Picard Louis Bethune Thibaut Boissin David Vigouroux Julien Colin Rémi Cadène Thomas Serre 103 116 0 17 Nov 2022
UniFormerV2: Spatiotemporal Learning by Arming Image ViTs with Video UniFormer Kunchang Li Yali Wang Yinan He Yizhuo Li Yi Wang Limin Wang Yu Qiao ViT 120 113 0 17 Nov 2022
Using explainability to design physics-aware CNNs for solving subsurface inverse problems J. Crocker Krishna Kumar B. Cox 69 9 0 16 Nov 2022
Identifying Spurious Correlations and Correcting them with an Explanation-based Learning Misgina Tsighe Hagos Kathleen M. Curran Brian Mac Namee 90 10 0 15 Nov 2022
DeS3: Adaptive Attention-driven Self and Soft Shadow Removal using ViT Similarity Yeying Jin W. Ye Wenhan Yang Yuan. Yuan R. Tan DiffM 148 28 0 15 Nov 2022
Local Magnification for Data and Feature Augmentation Kun He Chang-rui Liu Stephen Lin John E. Hopcroft 57 2 0 15 Nov 2022
An Interpretable Neuron Embedding for Static Knowledge Distillation Wei Han Yang Wang Christian Böhm Junming Shao 29 0 0 14 Nov 2022
Explainable Artificial Intelligence: Precepts, Methods, and Opportunities for Research in Construction Peter E. D. Love Weili Fang J. Matthews Stuart Porter Hanbin Luo L. Ding XAI 50 9 0 12 Nov 2022
What Makes a Good Explanation?: A Harmonized View of Properties of Explanations Zixi Chen Varshini Subhash Marton Havasi Weiwei Pan Finale Doshi-Velez XAI FAtt 119 19 0 10 Nov 2022
Generative Adversarial Networks for Weakly Supervised Generation and Evaluation of Brain Tumor Segmentations on MR Images Jayeon Yoo Khashayar Namdar Matthias W. Wagner L. Nobre U. Tabori C. Hawkins B. Ertl-Wagner Farzad Khalvati GAN MedIm 43 0 0 10 Nov 2022
On the Robustness of Explanations of Deep Neural Network Models: A Survey Amlan Jyoti Karthik Balaji Ganesh Manoj Gayala Nandita Lakshmi Tunuguntla Sandesh Kamath V. Balasubramanian XAI FAtt AAML 82 4 0 09 Nov 2022
Hilbert Distillation for Cross-Dimensionality Networks Dian Qin Haishuai Wang Zhe Liu Hongjia Xu Sheng Zhou Jiajun Bu 64 4 0 08 Nov 2022
Astronomia ex machina: a history, primer, and outlook on neural networks in astronomy Michael J. Smith James E. Geach 76 36 0 07 Nov 2022
Hear The Flow: Optical Flow-Based Self-Supervised Visual Sound Source Localization Dennis Fedorishin D. Mohan Bhavin Jawade S. Setlur V. Govindaraju VGen 113 11 0 06 Nov 2022