Learning Deep Features for Discriminative Localization

14 December 2015

Antonio Torralba

Papers citing "Learning Deep Features for Discriminative Localization"

50 / 1,404 papers shown

Title
Expeditious Saliency-guided Mix-up through Random Gradient Thresholding Minh-Long Luu Zeyi Huang Eric P. Xing Yong Jae Lee Haohan Wang AAML 41 1 0 09 Dec 2022
Going Beyond XAI: A Systematic Survey for Explanation-Guided Learning Yuyang Gao Siyi Gu Junji Jiang S. Hong Dazhou Yu Liang Zhao 34 39 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 34 27 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 35 1 0 06 Dec 2022
Spuriosity Rankings: Sorting Data to Measure and Mitigate Biases Mazda Moayeri Wenxiao Wang Sahil Singla S. Feizi 73 14 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 29 2 0 04 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 37 13 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 16 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 33 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 36 9 0 29 Nov 2022
Interactive Visual Feature Search Devon Ulrich Ruth C. Fong FAtt 34 0 0 28 Nov 2022
Mix and Localize: Localizing Sound Sources in Mixtures Xixi Hu Ziyang Chen Andrew Owens 35 51 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 38 3 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 38 14 0 27 Nov 2022
Attribution-based XAI Methods in Computer Vision: A Review Kumar Abhishek Deeksha Kamath 35 18 0 27 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 34 2 0 26 Nov 2022
TAOTF: A Two-stage Approximately Orthogonal Training Framework in Deep Neural Networks Taoyong Cui Jianze Li Yuhan Dong Li Liu 24 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 29 4 0 23 Nov 2022
Structural Knowledge Distillation for Object Detection Philip de Rijk Lukas Schneider Marius Cordts D. Gavrila 32 24 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 38 6 0 23 Nov 2022
ISIM: Iterative Self-Improved Model for Weakly Supervised Segmentation Cenk Bircanoglu N. Arica VLM 26 5 0 22 Nov 2022
Towards Human-Interpretable Prototypes for Visual Assessment of Image Classification Models Poulami Sinhamahapatra Lena Heidemann Maureen Monnet Karsten Roscher 52 5 0 22 Nov 2022
Concept-based Explanations using Non-negative Concept Activation Vectors and Decision Tree for CNN Models Gayda Mutahar Tim Miller FAtt 29 6 0 19 Nov 2022
Data-Adaptive Discriminative Feature Localization with Statistically Guaranteed Interpretation Ben Dai Xiaotong Shen Lingzhi Chen Chunlin Li Wei Pan FAtt 21 1 0 18 Nov 2022
Data-Centric Debugging: mitigating model failures via targeted data collection Sahil Singla Atoosa Malemir Chegini Mazda Moayeri Soheil Feiz 29 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 32 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 19 103 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 32 107 0 17 Nov 2022
Using explainability to design physics-aware CNNs for solving subsurface inverse problems J. Crocker Krishna Kumar B. Cox 22 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 31 10 0 15 Nov 2022
Local Magnification for Data and Feature Augmentation Kun He Chang-rui Liu Stephen Lin J. Hopcroft 29 2 0 15 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 29 7 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 46 18 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 21 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 37 4 0 09 Nov 2022
Hilbert Distillation for Cross-Dimensionality Networks Dian Qin Haishuai Wang Zhe Liu Hongjia Xu Sheng Zhou Jiajun Bu 28 4 0 08 Nov 2022
Astronomia ex machina: a history, primer, and outlook on neural networks in astronomy Michael J. Smith James E. Geach 40 32 0 07 Nov 2022
Exploring Explainability Methods for Graph Neural Networks Harsh Patel Shivam Sahni 14 0 0 03 Nov 2022
CAMANet: Class Activation Map Guided Attention Network for Radiology Report Generation Jun Wang A. Bhalerao Terry Yin Simon See Yulan He MedIm 38 16 0 02 Nov 2022
A robust estimator of mutual information for deep learning interpretability Davide Piras H. Peiris A. Pontzen Luisa Lucie-Smith Ningyuan Guo Brian D. Nord SSL DRL 37 15 0 31 Oct 2022
Max Pooling with Vision Transformers reconciles class and shape in weakly supervised semantic segmentation Simone Rossetti Damiano Zappia Marta Sanzari M. Schaerf F. Pirri ViT 38 57 0 31 Oct 2022
BOREx: Bayesian-Optimization--Based Refinement of Saliency Map for Image- and Video-Classification Models Atsushi Kikuchi Kotaro Uchida Masaki Waga Kohei Suenaga FAtt 31 1 0 31 Oct 2022
SemFormer: Semantic Guided Activation Transformer for Weakly Supervised Semantic Segmentation Junliang Chen Xiaodong Zhao Cheng Luo Linlin Shen ViT 29 3 0 26 Oct 2022
PlanT: Explainable Planning Transformers via Object-Level Representations Katrin Renz Kashyap Chitta Otniel-Bogdan Mercea A. Sophia Koepke Zeynep Akata Andreas Geiger ViT 43 95 0 25 Oct 2022
Pointly-Supervised Panoptic Segmentation Junsong Fan Zhaoxiang Zhang Tieniu Tan 40 23 0 25 Oct 2022
Delving into Masked Autoencoders for Multi-Label Thorax Disease Classification Junfei Xiao Yutong Bai Alan Yuille Zongwei Zhou MedIm ViT 42 59 0 23 Oct 2022
Towards Better Guided Attention and Human Knowledge Insertion in Deep Convolutional Neural Networks Ankit Gupta I. Sintorn HAI 27 1 0 20 Oct 2022
Computational pathology in renal disease: a comprehensive perspective M. Cossio MedIm 33 1 0 18 Oct 2022
Unsupervised Dense Nuclei Detection and Segmentation with Prior Self-activation Map For Histology Images Pingyi Chen Chenglu Zhu Zhongyi Shui Jiatong Cai S. Zheng Shichuan Zhang Ling Yang 24 4 0 14 Oct 2022
Weakly-Supervised Multi-Granularity Map Learning for Vision-and-Language Navigation Peihao Chen Dongyu Ji Kun-Li Channing Lin Runhao Zeng Thomas H. Li Mingkui Tan Chuang Gan SSL 41 62 0 14 Oct 2022