Learning Deep Features for Discriminative Localization

14 December 2015

Antonio Torralba

Papers citing "Learning Deep Features for Discriminative Localization"

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Title
Compositional Few-Shot Class-Incremental Learning Yixiong Zou Shanghang Zhang Haichen Zhou Yuhua Li Ruixuan Li CLL 73 9 0 27 May 2024
Decomposing the Neurons: Activation Sparsity via Mixture of Experts for Continual Test Time Adaptation Rongyu Zhang Aosong Cheng Yulin Luo Gaole Dai Huanrui Yang ... Ran Xu Li Du Yuan Du Yanbing Jiang Shanghang Zhang MoE TTA 95 6 0 26 May 2024
Explainable Molecular Property Prediction: Aligning Chemical Concepts with Predictions via Language Models Zhenzhong Wang Zehui Lin Wanyu Lin Ming Yang Minggang Zeng Kay Chen Tan 61 5 0 25 May 2024
A Textbook Remedy for Domain Shifts: Knowledge Priors for Medical Image Analysis Yue Yang Mona Gandhi Yufei Wang Yifan Wu Michael S. Yao Christopher Callison-Burch James C. Gee Mark Yatskar 129 4 0 23 May 2024
SE3D: A Framework For Saliency Method Evaluation In 3D Imaging Mariusz Wi'sniewski Loris Giulivi Giacomo Boracchi 78 1 0 23 May 2024
Concept Visualization: Explaining the CLIP Multi-modal Embedding Using WordNet Loris Giulivi Giacomo Boracchi 67 2 0 23 May 2024
Infinite-Dimensional Feature Interaction Chenhui Xu Fuxun Yu Maoliang Li Zihao Zheng Zirui Xu Jinjun Xiong Xiang Chen 106 1 0 22 May 2024
Part-based Quantitative Analysis for Heatmaps Osman Tursun Sinan Kalkan Simon Denman Sridha Sridharan Clinton Fookes 85 0 0 22 May 2024
FFAM: Feature Factorization Activation Map for Explanation of 3D Detectors Shuai Liu Boyang Li Zhiyu Fang Mingyue Cui Kai Huang 67 1 0 21 May 2024
A Survey of Deep Learning-based Radiology Report Generation Using Multimodal Data Xinyi Wang Grazziela Figueredo Ruizhe Li Wei Emma Zhang Weitong Chen Xin Chen MedIm ViT 117 2 0 21 May 2024
Enhancing Explainable AI: A Hybrid Approach Combining GradCAM and LRP for CNN Interpretability Vaibhav Dhore Achintya Bhat Viraj Nerlekar Kashyap Chavhan Aniket Umare FAtt 43 6 0 20 May 2024
A Multi-Modal Explainability Approach for Human-Aware Robots in Multi-Party Conversation Iveta Becková Stefan Pócos Giulia Belgiovine Marco Matarese A. Sciutti Carlo Mazzola Carlo Mazzola 134 0 0 20 May 2024
Improving the Explain-Any-Concept by Introducing Nonlinearity to the Trainable Surrogate Model Mounes Zaval Sedat Ozer LRM 88 0 0 20 May 2024
FeTT: Continual Class Incremental Learning via Feature Transformation Tuning Sunyuan Qiang Xuxin Lin Yanyan Liang Jun Wan Du Zhang CLL 98 1 0 20 May 2024
Liver Fat Quantification Network with Body Shape Qiyue Wang Wu Xue Xiaoke Zhang Fang Jin James K. Hahn MedIm 41 0 0 18 May 2024
Fully Exploiting Every Real Sample: SuperPixel Sample Gradient Model Stealing Yunlong Zhao Xiaoheng Deng Yijing Liu Xin-jun Pei Jiazhi Xia Wei Chen AAML 48 3 0 18 May 2024
Evaluating Saliency Explanations in NLP by Crowdsourcing Xiaotian Lu Jiyi Li Zhen Wan Xiaofeng Lin Koh Takeuchi Hisashi Kashima XAI FAtt LRM 70 1 0 17 May 2024
Faithful Attention Explainer: Verbalizing Decisions Based on Discriminative Features Yao Rong David Scheerer Enkelejda Kasneci 80 0 0 16 May 2024
Parallel Backpropagation for Shared-Feature Visualization Alexander Lappe Anna Bognár Ghazaleh Ghamkhari Nejad A. Mukovskiy Lucas M. Martini Martin A. Giese Rufin Vogels FAtt 55 1 0 16 May 2024
Tackling Distribution Shifts in Task-Oriented Communication with Information Bottleneck Hongru Li Jiawei Shao Hengtao He Shenghui Song Jun Zhang Khaled B. Letaief OOD 96 5 0 15 May 2024
Explainable AI for Ship Collision Avoidance: Decoding Decision-Making Processes and Behavioral Intentions Hitoshi Yoshioka Hirotada Hashimoto 31 1 0 15 May 2024
Deep Learning in Earthquake Engineering: A Comprehensive Review Yazhou Xie AI4CE 110 5 0 15 May 2024
OpenGait: A Comprehensive Benchmark Study for Gait Recognition towards Better Practicality Chao Fan Saihui Hou Junhao Liang Chuanfu Shen Jingzhe Ma Dongyang Jin Yongzhen Huang Shiqi Yu 111 3 0 15 May 2024
Enhancing Weakly Supervised Semantic Segmentation with Multi-modal Foundation Models: An End-to-End Approach Elham Ravanbakhsh Cheng Niu Yongqing Liang J. Ramanujam Xin Li VLM 133 0 0 10 May 2024
Navigate Beyond Shortcuts: Debiased Learning through the Lens of Neural Collapse Yining Wang Junjie Sun Chenyue Wang Mi Zhang Min Yang 87 7 0 09 May 2024
Towards a Novel Measure of User Trust in XAI Systems Miquel Miró-Nicolau Gabriel Moyà Alcover Antoni Jaume-i-Capó Manuel González Hidalgo Adel Ghazel Maria Gemma Sempere Campello Juan Antonio Palmer Sancho 55 0 0 09 May 2024
Weakly-supervised Semantic Segmentation via Dual-stream Contrastive Learning of Cross-image Contextual Information Qi Lai Chi-Man Vong 68 0 0 08 May 2024
Proportion Estimation by Masked Learning from Label Proportion Takumi Okuo Kazuya Nishimura Hiroaki Ito Kazuhiro Terada Akihiko Yoshizawa Ryoma Bise 111 2 0 08 May 2024
Bridging the Gap Between Saliency Prediction and Image Quality Assessment Kirillov Alexey Andrey Moskalenko D. Vatolin 74 0 0 08 May 2024
DCNN: Dual Cross-current Neural Networks Realized Using An Interactive Deep Learning Discriminator for Fine-grained Objects Da Fu Mingfei Rong Eun-Hu Kim Hao Huang Witold Pedrycz 112 0 0 07 May 2024
Interpretable Network Visualizations: A Human-in-the-Loop Approach for Post-hoc Explainability of CNN-based Image Classification Matteo Bianchi Antonio De Santis Andrea Tocchetti Marco Brambilla MILM FAtt 54 4 0 06 May 2024
A Reliable Framework for Human-in-the-Loop Anomaly Detection in Time Series Ziquan Deng Xiwei Xuan Kwan-Liu Ma Zhaodan Kong AI4TS 67 0 0 06 May 2024
Region-specific Risk Quantification for Interpretable Prognosis of COVID-19 Zhusi Zhong Jie Li Zhuoqi Ma Scott Collins Harrison X. Bai Paul J Zhang Terrance Healey Xinbo Gao Michael Atalay Zhicheng Jiao 42 0 0 05 May 2024
Explainable AI (XAI) in Image Segmentation in Medicine, Industry, and Beyond: A Survey Rokas Gipiškis Chun-Wei Tsai Olga Kurasova 95 10 0 02 May 2024
Multi-view Action Recognition via Directed Gromov-Wasserstein Discrepancy Hoang-Quan Nguyen Thanh-Dat Truong Khoa Luu 89 1 0 02 May 2024
Backdoor-based Explainable AI Benchmark for High Fidelity Evaluation of Attribution Methods Peiyu Yang Naveed Akhtar Jiantong Jiang Ajmal Mian XAI 73 2 0 02 May 2024
Reliable or Deceptive? Investigating Gated Features for Smooth Visual Explanations in CNNs Soham Mitra Atri Sukul Swalpa Kumar Roy Pravendra Singh Vinay Kumar Verma AAML FAtt 55 0 0 30 Apr 2024
Why does Knowledge Distillation Work? Rethink its Attention and Fidelity Mechanism Chenqi Guo Shiwei Zhong Xiaofeng Liu Qianli Feng Yinglong Ma 80 4 0 30 Apr 2024
Source-Free Domain Adaptation of Weakly-Supervised Object Localization Models for Histology Alexis Guichemerre Soufiane Belharbi Tsiry Mayet Shakeeb Murtaza Pourya Shamsolmoali Luke McCaffrey Eric Granger OOD 77 3 0 29 Apr 2024
ODCR: Orthogonal Decoupling Contrastive Regularization for Unpaired Image Dehazing Zhongze Wang Haitao Zhao Jingchao Peng Lujian Yao Kaijie Zhao 80 9 0 27 Apr 2024
Rad4XCNN: a new agnostic method for post-hoc global explanation of CNN-derived features by means of radiomics Francesco Prinzi C. Militello Calogero Zarcaro T. Bartolotta Salvatore Gaglio Salvatore Vitabile 43 2 0 26 Apr 2024
LM-IGTD: a 2D image generator for low-dimensional and mixed-type tabular data to leverage the potential of convolutional neural networks Vanesa Gómez-Martínez F. J. Lara-Abelenda Pablo Peiro-Corbacho David Chushig-Muzo C. Granja C. Soguero-Ruíz LMTD 64 2 0 26 Apr 2024
Open-Set Video-based Facial Expression Recognition with Human Expression-sensitive Prompting Yuanyuan Liu Yuxuan Huang Shuyang Liu Yibing Zhan Zijing Chen Zhe Chen VLM 120 1 0 26 Apr 2024
Made to Order: Discovering monotonic temporal changes via self-supervised video ordering Charig Yang Weidi Xie Andrew Zisserman 82 2 0 25 Apr 2024
DP-Net: Learning Discriminative Parts for image recognition R. Sicre Hanwei Zhang Julien Dejasmin Chiheb Daaloul Stéphane Ayache Thierry Artières 59 0 0 23 Apr 2024
A Learning Paradigm for Interpretable Gradients Felipe Figueroa Hanwei Zhang R. Sicre Yannis Avrithis Stéphane Ayache FAtt 61 0 0 23 Apr 2024
CA-Stream: Attention-based pooling for interpretable image recognition Felipe Torres Hanwei Zhang R. Sicre Stéphane Ayache Yannis Avrithis 84 1 0 23 Apr 2024
Automatic Discovery of Visual Circuits Achyuta Rajaram Neil Chowdhury Antonio Torralba Jacob Andreas Sarah Schwettmann GNN 70 4 0 22 Apr 2024
Distilled Datamodel with Reverse Gradient Matching Jingwen Ye Ruonan Yu Songhua Liu Xinchao Wang DD 108 3 0 22 Apr 2024
Efficient and Concise Explanations for Object Detection with Gaussian-Class Activation Mapping Explainer Quoc Khanh Nguyen Truong Thanh Hung Nguyen V. Nguyen Van Binh Truong Tuong Phan Hung Cao 53 7 0 20 Apr 2024