Learning Deep Features for Discriminative Localization

14 December 2015

Antonio Torralba

Papers citing "Learning Deep Features for Discriminative Localization"

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Title
Change-Aware Siamese Network for Surface Defects Segmentation under Complex Background Biyuan Liu Huaixin Chen Huiyao Zhan Sijie Luo Zhou Huang 78 1 0 01 Sep 2024
Multi-scale Multi-instance Visual Sound Localization and Segmentation Shentong Mo Haofan Wang 72 2 0 31 Aug 2024
Explainable Artificial Intelligence: A Survey of Needs, Techniques, Applications, and Future Direction Melkamu Mersha Khang Lam Joseph Wood Ali AlShami Jugal Kalita XAI AI4TS 308 38 0 30 Aug 2024
FineFACE: Fair Facial Attribute Classification Leveraging Fine-grained Features A. Manzoor A. Rattani CVBM 82 2 0 29 Aug 2024
Towards Modality-agnostic Label-efficient Segmentation with Entropy-Regularized Distribution Alignment Liyao Tang Zhe Chen Shanshan Zhao Chaoyue Wang Dacheng Tao 107 0 0 29 Aug 2024
GINN-KAN: Interpretability pipelining with applications in Physics Informed Neural Networks Nisal Ranasinghe Yu Xia Sachith Seneviratne Saman K. Halgamuge 76 4 0 27 Aug 2024
Learning from the few: Fine-grained approach to pediatric wrist pathology recognition on a limited dataset Ammar Ahmed Ali Shariq Imran Zenun Kastrati Sher Muhammad Daudpota Mohib Ullah Waheed Noord 78 1 0 24 Aug 2024
Webcam-based Pupil Diameter Prediction Benefits from Upscaling Vijul Shah Brian B. Moser Ko Watanabe Andreas Dengel 84 3 0 19 Aug 2024
Detecting Wildfires on UAVs with Real-time Segmentation Trained by Larger Teacher Models Julius Pesonen T. Hakala V. Karjalainen Niko Koivumaki L. Markelin A.-M. Raita-Hakola J. Suomalainen Ilkka Polonen E. Honkavaara 83 1 0 19 Aug 2024
LCE: A Framework for Explainability of DNNs for Ultrasound Image Based on Concept Discovery Weiji Kong Xun Gong Juan Wang 33 1 0 19 Aug 2024
Image Class Translation Distance: A Novel Interpretable Feature for Image Classification Mikyla K. Bowen Jesse W. Wilson VLM MedIm 54 0 0 16 Aug 2024
Evaluating Explainable AI Methods in Deep Learning Models for Early Detection of Cerebral Palsy Kimji N. Pellano Inga Strümke Daniel Groos Lars Adde Espen Alexander F. Ihlen 48 2 0 14 Aug 2024
Centralized and Federated Heart Disease Classification Models Using UCI Dataset and their Shapley-value Based Interpretability Mario Padilla Rodriguez Mohamed Nafea FedML 57 0 0 12 Aug 2024
Quantum Gradient Class Activation Map for Model Interpretability Hsin-Yi Lin Huan-Hsin Tseng Samuel Yen-Chi Chen Shinjae Yoo FAtt 82 8 0 12 Aug 2024
An Explainable Non-local Network for COVID-19 Diagnosis Jingfu Yang Peng Huang Jing Hu Shu Hu Siwei Lyu Xin Wang Jun Guo Xi Wu 91 2 0 08 Aug 2024
JARViS: Detecting Actions in Video Using Unified Actor-Scene Context Relation Modeling Seok Hwan Lee Taein Son Soo Won Seo Jisong Kim Jun Won Choi 96 0 0 07 Aug 2024
Nighttime Pedestrian Detection Based on Fore-Background Contrast Learning He Yao Yongjun Zhang Huachun Jian Li Zhang Ruzhong Cheng 60 11 0 06 Aug 2024
Human-inspired Explanations for Vision Transformers and Convolutional Neural Networks Mahadev Prasad Panda Matteo Tiezzi Martina Vilas Gemma Roig Bjoern M. Eskofier Dario Zanca ViT AAML 95 1 0 04 Aug 2024
Pixel-Level Domain Adaptation: A New Perspective for Enhancing Weakly Supervised Semantic Segmentation Ye Du Zehua Fu Qingjie Liu 80 2 0 04 Aug 2024
AdaCBM: An Adaptive Concept Bottleneck Model for Explainable and Accurate Diagnosis T. Chowdhury Vu Minh Hieu Phan Kewen Liao Minh-Son To Yutong Xie Anton Van Den Hengel Johan Verjans Zhibin Liao 40 2 0 04 Aug 2024
Safe Semi-Supervised Contrastive Learning Using In-Distribution Data as Positive Examples Mingu Kwak Hyungu Kahng Seoung Bum Kim 90 0 0 03 Aug 2024
Joint Universal Adversarial Perturbations with Interpretations Liang-bo Ning Zeyu Dai Wenqi Fan Jingran Su Chao Pan Luning Wang Qing Li AAML 72 2 0 03 Aug 2024
Bayesian Active Learning for Semantic Segmentation Sima Didari Wenjun Hu Jae Oh Woo Heng Hao Hankyu Moon Seungjai Min 125 1 0 03 Aug 2024
A Weakly Supervised and Globally Explainable Learning Framework for Brain Tumor Segmentation Andrea Failla Salvatore Citraro Xiaoxi He Yi-Lun Pan Yunpeng Cai MedIm 91 4 0 02 Aug 2024
META-ANOVA: Screening interactions for interpretable machine learning Daniel A. Serino Marc L. Klasky Chanmoo Park Dongha Kim Yongdai Kim 74 0 0 02 Aug 2024
Interpreting Global Perturbation Robustness of Image Models using Axiomatic Spectral Importance Decomposition Róisín Luo James McDermott C. O'Riordan AAML 56 1 0 02 Aug 2024
Interpreting Low-level Vision Models with Causal Effect Maps Jinfan Hu Jinjin Gu Shiyao Yu Fanghua Yu Zheyuan Li Zhiyuan You Chaochao Lu Chao Dong CML 228 3 0 29 Jul 2024
Large-scale cervical precancerous screening via AI-assisted cytology whole slide image analysis Honglin Li Yusuan Sun Chenglu Zhu Yunlong Zhang Shichuan Zhang ... Pingyi Chen Jingxiong Li Sunyi Zheng Can Cui Lin Yang 85 3 0 28 Jul 2024
Skeleton-based Group Activity Recognition via Spatial-Temporal Panoramic Graph Zheng Li Xinle Chang Yueran Li Jingyong Su 81 4 0 28 Jul 2024
Comprehensive Attribution: Inherently Explainable Vision Model with Feature Detector Xianren Zhang Dongwon Lee Suhang Wang VLM FAtt 85 4 0 27 Jul 2024
Disentangling spatio-temporal knowledge for weakly supervised object detection and segmentation in surgical video Guiqiu Liao M. Jogan Sai Koushik Eric Eaton Daniel A. Hashimoto VOS 106 2 0 22 Jul 2024
Deep multimodal saliency parcellation of cerebellar pathways: linking microstructure and individual function through explainable multitask learning Ari Tchetchenian L. Zekelman Yuqian Chen J. Rushmore Fan Zhang ... N. Makris Yogesh Rathi Erik H. W. Meijering Yang Song L. O’Donnell 76 1 0 21 Jul 2024
DEPICT: Diffusion-Enabled Permutation Importance for Image Classification Tasks Sarah Jabbour Gregory Kondas Ella Kazerooni Michael Sjoding David Fouhey Jenna Wiens FAtt DiffM 69 1 0 19 Jul 2024
EmoCAM: Toward Understanding What Drives CNN-based Emotion Recognition Youssef Doulfoukar Laurent Mertens Joost Vennekens FAtt 79 0 0 19 Jul 2024
Learning from the Web: Language Drives Weakly-Supervised Incremental Learning for Semantic Segmentation Chang Liu Giulia Rizzoli Pietro Zanuttigh Fu Li Yi Niu CLL 122 2 0 18 Jul 2024
I2AM: Interpreting Image-to-Image Latent Diffusion Models via Bi-Attribution Maps Junseo Park Hyeryung Jang 288 1 0 17 Jul 2024
XEdgeAI: A Human-centered Industrial Inspection Framework with Data-centric Explainable Edge AI Approach Truong Thanh Hung Nguyen Phuc Truong Loc Nguyen Hung Cao 72 6 0 16 Jul 2024
Cross-Phase Mutual Learning Framework for Pulmonary Embolism Identification on Non-Contrast CT Scans Bizhe Bai Yan-Jie Zhou Yujian Hu Tony C. W. Mok Yi-lang Xiang Le Lu Hongkun Zhang Minfeng Xu 132 0 0 16 Jul 2024
Finding Meaning in Points: Weakly Supervised Semantic Segmentation for Event Cameras Hoonhee Cho Sung-Hoon Yoon H. Kweon Kuk-Jin Yoon 77 2 0 15 Jul 2024
Learning to Estimate the Pose of a Peer Robot in a Camera Image by Predicting the States of its LEDs Nicholas Carlotti Mirko Nava Alessandro Giusti SSL 98 0 0 15 Jul 2024
APC: Adaptive Patch Contrast for Weakly Supervised Semantic Segmentation Wangyu Wu Tianhong Dai Zhenhong Chen Xiaowei Huang Fei Ma Jimin Xiao 87 1 0 15 Jul 2024
Enhancing Weakly-Supervised Histopathology Image Segmentation with Knowledge Distillation on MIL-Based Pseudo-Labels Yinsheng He Xingyu Li Roger J. Zemp VLM 98 0 0 14 Jul 2024
Characterizing Disparity Between Edge Models and High-Accuracy Base Models for Vision Tasks Zhenyu Wang S. Nirjon 54 1 0 13 Jul 2024
3D Weakly Supervised Semantic Segmentation with 2D Vision-Language Guidance Xiaoxu Xu Yitian Yuan Jinlong Li Qiudan Zhang Zequn Jie Lin Ma Hao Tang N. Sebe Xu Wang 95 2 0 13 Jul 2024
FYI: Flip Your Images for Dataset Distillation Byunggwan Son Youngmin Oh Donghyeon Baek Bumsub Ham DD 118 3 0 11 Jul 2024
Explaining Spectrograms in Machine Learning: A Study on Neural Networks for Speech Classification Jesin James Balamurali B. T. Binu Abeysinghe Junchen Liu 35 0 0 10 Jul 2024
Weakly-supervised Medical Image Segmentation with Gaze Annotations Yuan Zhong Chenhui Tang Yumeng Yang Ruoxi Qi Kang Zhou Yuqi Gong Pheng-Ann Heng J. H. Hsiao Qi Dou 65 3 0 10 Jul 2024
Multicell-Fold: geometric learning in folding multicellular life Haiqian Yang Anh Q. Nguyen Dapeng Bi Markus J. Buehler Ming Guo 27 1 0 09 Jul 2024
Universal Multi-view Black-box Attack against Object Detectors via Layout Optimization Donghua Wang Wen Yao Tingsong Jiang Chao Li Xiaoqian Chen AAML 94 0 0 09 Jul 2024
Noise-Free Explanation for Driving Action Prediction Hongbo Zhu Theodor Wulff R. S. Maharjan Jinpei Han Angelo Cangelosi AAML FAtt 64 0 0 08 Jul 2024