Learning Deep Features for Discriminative Localization

14 December 2015

Antonio Torralba

Papers citing "Learning Deep Features for Discriminative Localization"

50 / 1,398 papers shown

Title
All Points Matter: Entropy-Regularized Distribution Alignment for Weakly-supervised 3D Segmentation Liyao Tang Zhe Chen Shanshan Zhao Chaoyue Wang Dacheng Tao 33 12 0 25 May 2023
Diversifying Deep Ensembles: A Saliency Map Approach for Enhanced OOD Detection, Calibration, and Accuracy Stanislav Dereka I. Karpukhin Maksim Zhdanov Sergey Kolesnikov 41 0 0 19 May 2023
Multi-task convolutional neural network for image aesthetic assessment Derya Soydaner Johan Wagemans 37 6 0 16 May 2023
Explainable Knowledge Distillation for On-device Chest X-Ray Classification C. Termritthikun Ayaz Umer Suwichaya Suwanwimolkul Feng Xia Ivan Lee 34 13 0 10 May 2023
Technical Understanding from IML Hands-on Experience: A Study through a Public Event for Science Museum Visitors Wataru Kawabe Yuri Nakao Akihisa Shitara Yusuke Sugano 39 1 0 10 May 2023
A Self-Training Framework Based on Multi-Scale Attention Fusion for Weakly Supervised Semantic Segmentation Guoqing Yang Chuanglu Zhu Yu Zhang 29 1 0 10 May 2023
Towards the Characterization of Representations Learned via Capsule-based Network Architectures Saja AL-Tawalbeh José Oramas 33 1 0 09 May 2023
Wooden Sleeper Deterioration Detection for Rural Railway Prognostics Using Unsupervised Deeper FCDDs Takato Yasuno Masahiro Okano Junichiro Fujii 34 1 0 09 May 2023
Improve Video Representation with Temporal Adversarial Augmentation Jinhao Duan Quanfu Fan Hao-Ran Cheng Xiaoshuang Shi Kaidi Xu AAML AI4TS ViT 36 2 0 28 Apr 2023
An EEG Channel Selection Framework for Driver Drowsiness Detection via Interpretability Guidance Xin-qiu Zhou Dahua Lin Ziyu Jia Jiaping Xiao Chenyu Liu Liming Zhai Yang Liu 13 4 0 26 Apr 2023
Eye tracking guided deep multiple instance learning with dual cross-attention for fundus disease detection Hongyang Jiang Jingqi Huang Chen Tang Xiaoqin Zhang Mengdi Gao Jiang-Dong Liu 40 2 0 25 Apr 2023
An Efficient Ensemble Explainable AI (XAI) Approach for Morphed Face Detection Rudresh Dwivedi Ritesh Kumar Deepak Chopra Pranay Kothari Manjot Singh CVBM AAML 41 7 0 23 Apr 2023
Coupling Global Context and Local Contents for Weakly-Supervised Semantic Segmentation Chunyan Wang Dong Zhang Liyan Zhang Jinhui Tang 34 7 0 18 Apr 2023
Open-World Weakly-Supervised Object Localization Jinheng Xie Zhaochuan Luo Yuexiang Li Haozhe Liu Linlin Shen Mike Zheng Shou WSOL EDL 37 2 0 17 Apr 2023
How Will It Drape Like? Capturing Fabric Mechanics from Depth Images Carlos Rodriguez-Pardo Melania Prieto-Martin Dan Casas Elena Garces 33 12 0 13 Apr 2023
MProtoNet: A Case-Based Interpretable Model for Brain Tumor Classification with 3D Multi-parametric Magnetic Resonance Imaging Yuanyuan Wei Roger Tam Xiaoying Tang MedIm 22 12 0 13 Apr 2023
Explanation of Face Recognition via Saliency Maps Yuhang Lu Touradj Ebrahimi XAI CVBM 13 3 0 12 Apr 2023
Instance-Aware Domain Generalization for Face Anti-Spoofing Qianyu Zhou Ke-Yue Zhang Taiping Yao Xuequan Lu Ran Yi Shouhong Ding Lizhuang Ma OOD 30 46 0 12 Apr 2023
A Review on Explainable Artificial Intelligence for Healthcare: Why, How, and When? M. Rubaiyat Hossain Mondal Prajoy Podder 31 57 0 10 Apr 2023
$$R^{2}$Former: Unified $R$etrieval and $R$eranking Transformer for Place Recognition$ $R^{2}$ Former: Unified $R$ etrieval and $R$ eranking Transformer for Place Recognition Sijie Zhu Linjie Yang Chong Chen M. Shah Xiaohui Shen Heng Wang ViT 33 89 0 06 Apr 2023
Towards Self-Explainability of Deep Neural Networks with Heatmap Captioning and Large-Language Models Osman Tursun Simon Denman Sridha Sridharan Clinton Fookes ViT VLM 29 6 0 05 Apr 2023
ConvFormer: Parameter Reduction in Transformer Models for 3D Human Pose Estimation by Leveraging Dynamic Multi-Headed Convolutional Attention Alec Diaz-Arias Dmitriy Shin ViT 26 10 0 04 Apr 2023
HarsanyiNet: Computing Accurate Shapley Values in a Single Forward Propagation Lu Chen Siyu Lou Keyan Zhang Jin Huang Quanshi Zhang TDI FAtt 34 9 0 04 Apr 2023
Bridging the Gap between Model Explanations in Partially Annotated Multi-label Classification Youngwook Kim Jae Myung Kim Ji-Eun Jeong Cordelia Schmid Zeynep Akata Jungwook Lee 34 9 0 04 Apr 2023
Mapping Degeneration Meets Label Evolution: Learning Infrared Small Target Detection with Single Point Supervision Xinyi Ying Li Liu Yingqian Wang Ruojing Li Nuo Chen Zaiping Lin Weidong Sheng Shilin Zhou 39 57 0 04 Apr 2023
Fine-tuning of explainable CNNs for skin lesion classification based on dermatologists' feedback towards increasing trust Md Abdul Kadir Fabrizio Nunnari Daniel Sonntag FAtt 16 1 0 03 Apr 2023
WeakTr: Exploring Plain Vision Transformer for Weakly-supervised Semantic Segmentation Liang Zhu Yingyue Li Jiemin Fang Yan Liu Hao Xin Wenyu Liu Xinggang Wang ViT 36 28 0 03 Apr 2023
CNNs with Multi-Level Attention for Domain Generalization Aristotelis Ballas Christos Diou OOD 29 6 0 02 Apr 2023
Removing supervision in semantic segmentation with local-global matching and area balancing Simone Rossetti Nico Sama F. Pirri VLM 43 0 0 30 Mar 2023
UFO: A unified method for controlling Understandability and Faithfulness Objectives in concept-based explanations for CNNs V. V. Ramaswamy Sunnie S. Y. Kim Ruth C. Fong Olga Russakovsky 40 0 0 27 Mar 2023
Image Quality-aware Diagnosis via Meta-knowledge Co-embedding Haoxuan Che Si Chen Haoxing Chen 43 16 0 27 Mar 2023
LEURN: Learning Explainable Univariate Rules with Neural Networks Çağlar Aytekin FAtt 34 0 0 27 Mar 2023
Simulating Malaria Detection in Laboratories using Deep Learning Onyekachukwu R. Okonji 19 1 0 21 Mar 2023
MECPformer: Multi-estimations Complementary Patch with CNN-Transformers for Weakly Supervised Semantic Segmentation Chunmeng Liu Guang-pu Li Yao Shen Ruiqi Wang ViT 39 7 0 19 Mar 2023
Spatial-Aware Token for Weakly Supervised Object Localization Ping Wu Wei Zhai Yang Cao Jiebo Luo Zhengjun Zha WSOL 47 9 0 18 Mar 2023
Dermatologist-like explainable AI enhances trust and confidence in diagnosing melanoma T. Chanda Katja Hauser S. Hobelsberger Tabea-Clara Bucher Carina Nogueira Garcia ... J. Utikal K. Ghoreschi S. Fröhling E. Krieghoff-Henning T. Brinker 34 67 0 17 Mar 2023
ELFIS: Expert Learning for Fine-grained Image Recognition Using Subsets Pablo J. Villacorta Jesús M. Rodríguez-de-Vera Marc Bolaños Ignacio Sarasúa Bhalaji Nagarajan Petia Radeva 32 1 0 16 Mar 2023
NAISR: A 3D Neural Additive Model for Interpretable Shape Representation Yining Jiao C. Zdanski Julia Kimbell Andrew Prince Cameron P Worden ... Christopher Rutter Benjamin Shields William Dunn Jisan Mahmud Marc Niethammer 51 3 0 16 Mar 2023
Task-specific Fine-tuning via Variational Information Bottleneck for Weakly-supervised Pathology Whole Slide Image Classification Honglin Li Chenglu Zhu Yunlong Zhang Yuxuan Sun Zhongyi Shui Wenwei Kuang S. Zheng Ling Yang 74 57 0 15 Mar 2023
Knowledge Distillation from Single to Multi Labels: an Empirical Study Youcai Zhang Yuzhuo Qin Heng-Ye Liu Yanhao Zhang Yaqian Li X. Gu VLM 55 2 0 15 Mar 2023
Automatic Attention Pruning: Improving and Automating Model Pruning using Attentions Kaiqi Zhao Animesh Jain Ming Zhao 31 10 0 14 Mar 2023
Pretrained ViTs Yield Versatile Representations For Medical Images Christos Matsoukas Johan Fredin Haslum Magnus P Soderberg Kevin Smith MedIm ViT 32 11 0 13 Mar 2023
Fine-grained Visual Classification with High-temperature Refinement and Background Suppression Po-Yung Chou Yu-Yung Kao Cheng-Hung Lin 41 30 0 11 Mar 2023
Spawrious: A Benchmark for Fine Control of Spurious Correlation Biases Aengus Lynch G. Dovonon Jean Kaddour Ricardo M. A. Silva 205 30 0 09 Mar 2023
Learning Human-Compatible Representations for Case-Based Decision Support Han Liu Yizhou Tian Chacha Chen Shi Feng Yuxin Chen Chenhao Tan 31 5 0 06 Mar 2023
Exploit CAM by itself: Complementary Learning System for Weakly Supervised Semantic Segmentation Jiren Mai Fei Zhang Junjie Ye Marcus Kalander Xian Zhang Wankou Yang Tongliang Liu Bo Han VLM 21 0 0 04 Mar 2023
Token Contrast for Weakly-Supervised Semantic Segmentation Lixiang Ru Heliang Zheng Yibing Zhan Bo Du ViT 42 86 0 02 Mar 2023
Towards Trustable Skin Cancer Diagnosis via Rewriting Model's Decision Siyuan Yan Zhen Yu Xuelin Zhang Dwarikanath Mahapatra Shekhar S. Chandra Monika Janda Peter Soyer Z. Ge 40 25 0 02 Mar 2023
Inherently Interpretable Multi-Label Classification Using Class-Specific Counterfactuals Susu Sun S. Woerner Andreas Maier Lisa M. Koch Christian F. Baumgartner FAtt 40 16 0 01 Mar 2023
SUNY: A Visual Interpretation Framework for Convolutional Neural Networks from a Necessary and Sufficient Perspective Xiwei Xuan Ziquan Deng Hsuan-Tien Lin Z. Kong Kwan-Liu Ma AAML FAtt 43 2 0 01 Mar 2023