Learning Deep Features for Discriminative Localization

14 December 2015

Antonio Torralba

Papers citing "Learning Deep Features for Discriminative Localization"

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Title
Deep meta-learning for the selection of accurate ultrasound based breast mass classifier Michal Byra P. Karwat Ivan Ryzhankow Piotr Komorowski Z. Klimonda Lukasz Fura A. Pawlowska N. Zolek J. Litniewski 25 2 0 03 Nov 2022
Exploring Explainability Methods for Graph Neural Networks Harsh Patel Shivam Sahni 32 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 80 18 0 02 Nov 2022
Hypergraph Convolutional Network based Weakly Supervised Point Cloud Semantic Segmentation with Scene-Level Annotations Zhuheng Lu Peng Zhang Yuewei Dai Weiqing Li Zhiyong Su 3DPC 61 1 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 84 17 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 104 59 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 69 1 0 31 Oct 2022
Interpretable Geometric Deep Learning via Learnable Randomness Injection Siqi Miao Yunan Luo Miaoyuan Liu Pan Li 62 25 0 30 Oct 2022
Explaining the Explainers in Graph Neural Networks: a Comparative Study Antonio Longa Steve Azzolin G. Santin G. Cencetti Pietro Lio Bruno Lepri Andrea Passerini 105 31 0 27 Oct 2022
SemFormer: Semantic Guided Activation Transformer for Weakly Supervised Semantic Segmentation Junliang Chen Xiaodong Zhao Cheng Luo Linlin Shen ViT 118 3 0 26 Oct 2022
Implicit Identity Leakage: The Stumbling Block to Improving Deepfake Detection Generalization S. Dong Jin Wang Renhe Ji Jiajun Liang Haoqiang Fan Zheng Ge 87 120 0 26 Oct 2022
LP-BFGS attack: An adversarial attack based on the Hessian with limited pixels Jiebao Zhang Wenhua Qian Ren-qi Nie Jinde Cao Dan Xu AAML 68 6 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 112 101 0 25 Oct 2022
Pointly-Supervised Panoptic Segmentation Junsong Fan Zhaoxiang Zhang Tieniu Tan 98 24 0 25 Oct 2022
Delving into Masked Autoencoders for Multi-Label Thorax Disease Classification Junfei Xiao Yutong Bai Alan Yuille Zongwei Zhou MedIm ViT 82 62 0 23 Oct 2022
SLAMs: Semantic Learning based Activation Map for Weakly Supervised Semantic Segmentation Junliang Chen Xiaodong Zhao Minmin Liu Linlin Shen 39 0 0 22 Oct 2022
Towards Better Guided Attention and Human Knowledge Insertion in Deep Convolutional Neural Networks Ankit Gupta I. Sintorn HAI 100 1 0 20 Oct 2022
Computational pathology in renal disease: a comprehensive perspective M. Cossio MedIm 35 1 0 18 Oct 2022
ATCON: Attention Consistency for Vision Models Ali Mirzazadeh Florian Dubost M. Pike Krish Maniar Max Zuo Christopher Lee-Messer D. Rubin 28 1 0 18 Oct 2022
An Open-source Benchmark of Deep Learning Models for Audio-visual Apparent and Self-reported Personality Recognition Rongfan Liao Siyang Song Hatice Gunes VLM 61 17 0 17 Oct 2022
Sparse Kronecker Product Decomposition: A General Framework of Signal Region Detection in Image Regression Sanyou Wu Long Feng 45 9 0 17 Oct 2022
Decoupling Deep Learning for Interpretable Image Recognition Yitao Peng Yihang Liu Longzhen Yang Lianghua He 73 6 0 15 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 39 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 87 64 0 14 Oct 2022
Self-Supervised Equivariant Regularization Reconciles Multiple Instance Learning: Joint Referable Diabetic Retinopathy Classification and Lesion Segmentation Wenjie Zhu Peijie Qiu Natasha Lepore Oana Dumitrascu Yalin Wang 70 13 0 12 Oct 2022
Leveraging Off-the-shelf Diffusion Model for Multi-attribute Fashion Image Manipulation Chaerin Kong D. Jeon Oh-Hun Kwon Nojun Kwak DiffM 77 17 0 12 Oct 2022
Deep Learning for Iris Recognition: A Survey Kien X. Nguyen Hugo Proencca F. Alonso-Fernandez VLM 3DV 72 57 0 12 Oct 2022
Joint localization and classification of breast tumors on ultrasound images using a novel auxiliary attention-based framework Zong Fan Ping Gong Shanshan Tang Christine U. Lee Xiaohui Zhang P. Song Shigao Chen Hua Li 23 2 0 11 Oct 2022
Aggregating Layers for Deepfake Detection Amir Jevnisek S. Avidan 3DPC 76 7 0 11 Oct 2022
Neural Networks are Decision Trees Çağlar Aytekin FAtt 98 25 0 11 Oct 2022
Margin-Based Few-Shot Class-Incremental Learning with Class-Level Overfitting Mitigation Yixiong Zou Shanghang Zhang Yuhua Li Rui Li CLL 59 66 0 10 Oct 2022
Dual-distribution discrepancy with self-supervised refinement for anomaly detection in medical images Yu Cai Hao Chen Xin Yang Yu Zhou Kwang-Ting Cheng 127 51 0 09 Oct 2022
Attention Diversification for Domain Generalization Rang Meng Xianfeng Li Weijie Chen Shicai Yang Mingli Song Xinchao Wang Lei Zhang Mingli Song Di Xie Shiliang Pu 78 41 0 09 Oct 2022
Quantitative Metrics for Evaluating Explanations of Video DeepFake Detectors Federico Baldassarre Quentin Debard Gonzalo Fiz Pontiveros Tri Kurniawan Wijaya 82 4 0 07 Oct 2022
De-risking geological carbon storage from high resolution time-lapse seismic to explainable leakage detection Ziyi Yin Huseyin Tuna Erdinc A. Gahlot M. Louboutin Felix J. Herrmann 47 10 0 07 Oct 2022
Utilizing Explainable AI for improving the Performance of Neural Networks Huawei Sun Lorenzo Servadei Hao Feng Michael Stephan Robert Wille Avik Santra 59 7 0 07 Oct 2022
Detailed Annotations of Chest X-Rays via CT Projection for Report Understanding C. Seibold Simon Reiß Saquib Sarfraz M. Fink Victoria L. Mayer Jan Sellner Moon S. Kim Klaus H. Maier-Hein Jens Kleesiek Rainer Stiefelhagen 106 19 0 07 Oct 2022
TCNL: Transparent and Controllable Network Learning Via Embedding Human-Guided Concepts Zhihao Wang Chuang Zhu 44 1 0 07 Oct 2022
Weak-shot Semantic Segmentation via Dual Similarity Transfer Junjie Chen Li Niu Siyuan Zhou Jianlou Si Chao Qian Liqing Zhang 80 6 0 05 Oct 2022
Centralized Feature Pyramid for Object Detection Yu Quan Dong Zhang Liyan Zhang Jinhui Tang ObjD 104 166 0 05 Oct 2022
WUDA: Unsupervised Domain Adaptation Based on Weak Source Domain Labels Shengjie Liu Chuanglu Zhu Wenqi Tang 112 0 0 05 Oct 2022
"Help Me Help the AI": Understanding How Explainability Can Support Human-AI Interaction Sunnie S. Y. Kim E. A. Watkins Olga Russakovsky Ruth C. Fong Andrés Monroy-Hernández 101 116 0 02 Oct 2022
Dual Progressive Transformations for Weakly Supervised Semantic Segmentation Dong Huo Yukun Su Qingyao Wu ViT 83 4 0 30 Sep 2022
An Interactive Interpretability System for Breast Cancer Screening with Deep Learning Yuzhe Lu Adam Perer 58 3 0 30 Sep 2022
Segmentation method of U-net sheet metal engineering drawing based on CBAM attention mechanism Zhiwei Song Hui Yao AI4CE 47 0 0 28 Sep 2022
Recipro-CAM: Fast gradient-free visual explanations for convolutional neural networks Seokhyun Byun Won-Jo Lee FAtt 96 4 0 28 Sep 2022
Attention Spiking Neural Networks Man Yao Guangshe Zhao Hengyu Zhang Yifan Hu Lei Deng Yonghong Tian Bo Xu Guoqi Li 96 176 0 28 Sep 2022
FreeSeg: Free Mask from Interpretable Contrastive Language-Image Pretraining for Semantic Segmentation Yi Li Huifeng Yao Hualiang Wang Xuelong Li ISeg VLM 93 3 0 27 Sep 2022
Explainable Graph Pyramid Autoformer for Long-Term Traffic Forecasting Weiheng Zhong Tanwi Mallick Hadi Meidani Jane Macfarlane Prasanna Balaprakash AI4TS 52 5 0 27 Sep 2022
Privacy-Preserving Person Detection Using Low-Resolution Infrared Cameras Thomas Dubail Fidel Alejandro Guerrero Peña H. R. Medeiros Masih Aminbeidokhti Eric Granger M. Pedersoli 83 6 0 22 Sep 2022