Learning Deep Features for Discriminative Localization

14 December 2015

Antonio Torralba

Papers citing "Learning Deep Features for Discriminative Localization"

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Title
Token Contrast for Weakly-Supervised Semantic Segmentation Lixiang Ru Heliang Zheng Yibing Zhan Bo Du ViT 106 91 0 02 Mar 2023
Transmission-Guided Bayesian Generative Model for Smoke Segmentation Siyuan Yan Jing Zhang Nick Barnes MedIm 38 18 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 94 26 0 02 Mar 2023
Improving Model's Focus Improves Performance of Deep Learning-Based Synthetic Face Detectors Jacob Piland A. Czajka Christopher Sweet AAML CVBM 63 0 0 01 Mar 2023
Inherently Interpretable Multi-Label Classification Using Class-Specific Counterfactuals Susu Sun S. Woerner Andreas Maier Lisa M. Koch Christian F. Baumgartner FAtt 98 17 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 61 3 0 01 Mar 2023
DMSA: Dynamic Multi-scale Unsupervised Semantic Segmentation Based on Adaptive Affinity Kun Yang Jun Lu 47 0 0 01 Mar 2023
Deep Learning for Identifying Iran's Cultural Heritage Buildings in Need of Conservation Using Image Classification and Grad-CAM M. Bahrami A. Albadvi 31 5 0 28 Feb 2023
Adversarial Attack with Raindrops Jiyuan Liu Bingyi Lu Mingkang Xiong Tao Zhang Huilin Xiong 65 19 0 28 Feb 2023
A Closer Look at the Intervention Procedure of Concept Bottleneck Models Sungbin Shin Yohan Jo SungSoo Ahn Namhoon Lee 116 36 0 28 Feb 2023
Self Correspondence Distillation for End-to-End Weakly-Supervised Semantic Segmentation Rongtao Xu Changwei Wang Jiaxi Sun Shibiao Xu Weiliang Meng Xiaopeng Zhang 67 47 0 27 Feb 2023
TransferD2: Automated Defect Detection Approach in Smart Manufacturing using Transfer Learning Techniques Atah Nuh Mih Hung Cao J.L. Pickard Monica Wachowicz R. Dubay 64 2 0 26 Feb 2023
Does a Neural Network Really Encode Symbolic Concepts? Mingjie Li Quanshi Zhang 98 31 0 25 Feb 2023
FG-SSA: Features Gradient-based Signals Selection Algorithm of Linear Complexity for Convolutional Neural Networks Yuto Omae Yusuke Sakai Hirotaka Takahashi 34 1 0 23 Feb 2023
Delving into Identify-Emphasize Paradigm for Combating Unknown Bias Bowen Zhao Chen Chen Qian-Wei Wang Anfeng He Shutao Xia 94 1 0 22 Feb 2023
A Visual Representation-guided Framework with Global Affinity for Weakly Supervised Salient Object Detection Binwei Xu Haoran Liang WeiHua Gong Ronghua Liang Peng Chen 82 14 0 21 Feb 2023
FrankenSplit: Efficient Neural Feature Compression with Shallow Variational Bottleneck Injection for Mobile Edge Computing Alireza Furutanpey Philipp Raith Schahram Dustdar 128 7 0 21 Feb 2023
TAX: Tendency-and-Assignment Explainer for Semantic Segmentation with Multi-Annotators Yuan Cheng Zu-Yun Shiau Fu-En Yang Yu-Chiang Frank Wang 86 2 0 19 Feb 2023
Model Doctor for Diagnosing and Treating Segmentation Error Zhijie Jia Lin Chen Kaiwen Hu Lechao Cheng Zunlei Feng Min-Gyoo Song 45 0 0 17 Feb 2023
sMRI-PatchNet: A novel explainable patch-based deep learning network for Alzheimer's disease diagnosis and discriminative atrophy localisation with Structural MRI Xin Zhang Liangxiu Han Lianghao Han Haoming Chen Darren Dancey Daoqiang Zhang MedIm 57 5 0 17 Feb 2023
Less is More: The Influence of Pruning on the Explainability of CNNs David Weber F. Merkle Pascal Schöttle Stephan Schlögl Martin Nocker FAtt 196 1 0 17 Feb 2023
EnfoMax: Domain Entropy and Mutual Information Maximization for Domain Generalized Face Anti-spoofing Tianyi Zheng CVBM 79 2 0 17 Feb 2023
Fossil Image Identification using Deep Learning Ensembles of Data Augmented Multiviews Chengbin Hou Xinyu Lin Hanhui Huang Sheng Xu Junxuan Fan Yukun Shi Hairong Lv 34 8 0 16 Feb 2023
On The Coherence of Quantitative Evaluation of Visual Explanations Benjamin Vandersmissen José Oramas XAI FAtt 81 4 0 14 Feb 2023
Learning with Noisy labels via Self-supervised Adversarial Noisy Masking Yuanpeng Tu Boshen Zhang Yuxi Li Liang Liu Jian Li Jiangning Zhang Yabiao Wang Chengjie Wang C. Zhao AAML NoLa 77 16 0 14 Feb 2023
Explainable Anomaly Detection in Images and Videos: A Survey Yizhou Wang Dongliang Guo Sheng Li Octavia Camps Yun Fu 118 6 0 13 Feb 2023
Semantic Image Segmentation: Two Decades of Research G. Csurka Riccardo Volpi Boris Chidlovskii 3DV 94 53 0 13 Feb 2023
An Order-Invariant and Interpretable Hierarchical Dilated Convolution Neural Network for Chemical Fault Detection and Diagnosis Mengxuan Li Peng Peng Min Wang Hongwei Wang 45 12 0 13 Feb 2023
Invisible Users: Uncovering End-Users' Requirements for Explainable AI via Explanation Forms and Goals Weina Jin Jianyu Fan D. Gromala Philippe Pasquier Ghassan Hamarneh 77 7 0 10 Feb 2023
PAMI: partition input and aggregate outputs for model interpretation Wei Shi Wentao Zhang Weishi Zheng Ruixuan Wang FAtt 125 3 0 07 Feb 2023
Delving Deep into Simplicity Bias for Long-Tailed Image Recognition Xiu-Shen Wei Xuhao Sun Yang Shen Anqi Xu Peng Wang Faen Zhang 88 1 0 07 Feb 2023
Understanding User Preferences in Explainable Artificial Intelligence: A Survey and a Mapping Function Proposal M. Hashemi Ali Darejeh Francisco Cruz 77 3 0 07 Feb 2023
Deep Learning for Time Series Classification and Extrinsic Regression: A Current Survey Navid Mohammadi Foumani Lynn Miller Chang Wei Tan G. I. Webb Germain Forestier Mahsa Salehi BDL AI4TS 149 107 0 06 Feb 2023
AUTOLYCUS: Exploiting Explainable AI (XAI) for Model Extraction Attacks against Interpretable Models Abdullah Çaglar Öksüz Anisa Halimi Erman Ayday ELM AAML 70 3 0 04 Feb 2023
SoK: A Systematic Evaluation of Backdoor Trigger Characteristics in Image Classification Gorka Abad Jing Xu Stefanos Koffas Behrad Tajalli S. Picek Mauro Conti AAML 116 6 0 03 Feb 2023
Crucial Semantic Classifier-based Adversarial Learning for Unsupervised Domain Adaptation Yumin Zhang Yajun Gao Hongliu Li Ating Yin Duzhen Zhang Xiuyi Chen 74 0 0 03 Feb 2023
Cluster-CAM: Cluster-Weighted Visual Interpretation of CNNs' Decision in Image Classification Zhenpeng Feng H. Ji M. Daković Xiyang Cui Mingzhe Zhu Ljubisa Stankovic 72 8 0 03 Feb 2023
Supporting Safety Analysis of Image-processing DNNs through Clustering-based Approaches M. Attaoui Hazem M. Fahmy F. Pastore Lionel C. Briand AI4CE 60 5 0 31 Jan 2023
A Survey of Explainable AI in Deep Visual Modeling: Methods and Metrics Naveed Akhtar XAI VLM 67 7 0 31 Jan 2023
BRAIxDet: Learning to Detect Malignant Breast Lesion with Incomplete Annotations Yuanhong Chen Yuyuan Liu Chong Wang M. Elliott C. Kwok ... Yu Tian Fengbei Liu Helen Frazer Davis J. McCarthy Gustavo Carneiro 80 1 0 31 Jan 2023
DAFD: Domain Adaptation via Feature Disentanglement for Image Classification Zhize Wu Changjiang Du Lekang Zou Ming Tan Tong Xu Fan-Ning Cheng Fudong Nian T. Weise 44 2 0 30 Jan 2023
Audio-Visual Segmentation with Semantics Jinxing Zhou Xuyang Shen Jianyuan Wang Jiayi Zhang Weixuan Sun ... Stan Birchfield Dan Guo Lingpeng Kong Meng Wang Yiran Zhong VOS 98 43 0 30 Jan 2023
NeSyFOLD: Neurosymbolic Framework for Interpretable Image Classification Parth Padalkar Huaduo Wang Gopal Gupta 61 2 0 30 Jan 2023
Multi-dimensional concept discovery (MCD): A unifying framework with completeness guarantees Johanna Vielhaben Stefan Blücher Nils Strodthoff 81 42 0 27 Jan 2023
Robust Transformer with Locality Inductive Bias and Feature Normalization Omid Nejati Manzari Hossein Kashiani Hojat Asgarian Dehkordi S. B. Shokouhi ViT 77 15 0 27 Jan 2023
Attacking Important Pixels for Anchor-free Detectors Yunxu Xie Shu Hu Xin Wang Quanyu Liao Bin Zhu Xi Wu Siwei Lyu ObjD AAML 80 2 0 26 Jan 2023
Certified Interpretability Robustness for Class Activation Mapping Alex Gu Tsui-Wei Weng Pin-Yu Chen Sijia Liu Lucani E. Daniel AAML 56 2 0 26 Jan 2023
Open Problems in Applied Deep Learning M. Raissi AI4CE 115 2 0 26 Jan 2023
Distilling Cognitive Backdoor Patterns within an Image Hanxun Huang Xingjun Ma S. Erfani James Bailey AAML 119 26 0 26 Jan 2023
Self-Supervised Curricular Deep Learning for Chest X-Ray Image Classification Iván de Andrés Tamé Kirill Sirotkin Pablo Carballeira Marcos Escudero-Viñolo 66 2 0 25 Jan 2023