Learning Deep Features for Discriminative Localization

14 December 2015

Antonio Torralba

Papers citing "Learning Deep Features for Discriminative Localization"

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Title
Beyond Pixel-Wise Supervision for Medical Image Segmentation: From Traditional Models to Foundation Models Yuyan Shi Jialu Ma Jin Yang Shasha Wang Yichi Zhang MedIm VLM 77 2 0 20 Apr 2024
ToNNO: Tomographic Reconstruction of a Neural Network's Output for Weakly Supervised Segmentation of 3D Medical Images Marius Schmidt-Mengin Alexis Benichoux S. Belachew N. Komodakis Nikos Paragios MedIm 75 2 0 19 Apr 2024
What does CLIP know about peeling a banana? Claudia Cuttano Gabriele Rosi Gabriele Trivigno Giuseppe Averta 69 4 0 18 Apr 2024
Tendency-driven Mutual Exclusivity for Weakly Supervised Incremental Semantic Segmentation Chongjie Si Xuehui Wang Xiaokang Yang Wei Shen CLL 81 2 0 18 Apr 2024
Computer-Aided Diagnosis of Thoracic Diseases in Chest X-rays using hybrid CNN-Transformer Architecture Sonit Singh MedIm ViT 53 1 0 18 Apr 2024
Generating Counterfactual Trajectories with Latent Diffusion Models for Concept Discovery Payal Varshney Adriano Lucieri Christoph Balada Andreas Dengel Sheraz Ahmed MedIm DiffM 118 4 0 16 Apr 2024
Evolving Interpretable Visual Classifiers with Large Language Models Mia Chiquier Utkarsh Mall Carl Vondrick VLM 99 11 0 15 Apr 2024
Improving Weakly-Supervised Object Localization Using Adversarial Erasing and Pseudo Label Byeongkeun Kang Sinhae Cha Yeejin Lee WSOL 67 1 0 15 Apr 2024
SQUWA: Signal Quality Aware DNN Architecture for Enhanced Accuracy in Atrial Fibrillation Detection from Noisy PPG Signals Runze Yan C. Ding Ran Xiao Aleksandr Fedorov Randall J Lee Fadi B Nahab Xiao Hu 64 2 0 15 Apr 2024
Exploring Explainability in Video Action Recognition Avinab Saha Shashank Gupta S. Ankireddy Karl Chahine Joydeep Ghosh 44 0 0 13 Apr 2024
MAProtoNet: A Multi-scale Attentive Interpretable Prototypical Part Network for 3D Magnetic Resonance Imaging Brain Tumor Classification Binghua Li Jie Mao Zhe Sun Chao Li Qibin Zhao Toshihisa Tanaka 38 0 0 13 Apr 2024
Tackling Ambiguity from Perspective of Uncertainty Inference and Affinity Diversification for Weakly Supervised Semantic Segmentation Zhiwei Yang Yucong Meng Kexue Fu Shuo Wang Zhijian Song 130 4 0 12 Apr 2024
How is Visual Attention Influenced by Text Guidance? Database and Model Yinan Sun Xiongkuo Min Huiyu Duan Guangtao Zhai 167 4 0 11 Apr 2024
Learning to Classify New Foods Incrementally Via Compressed Exemplars Justin Yang Zhihao Duan Jiangpeng He Fengqing Zhu CLL 160 1 0 11 Apr 2024
Comparison of decision trees with Local Interpretable Model-Agnostic Explanations (LIME) technique and multi-linear regression for explaining support vector regression model in terms of root mean square error (RMSE) values Amit Thombre FAtt 48 2 0 10 Apr 2024
Tuning-Free Adaptive Style Incorporation for Structure-Consistent Text-Driven Style Transfer Yanqi Ge Jiaqi Liu Qingnan Fan Xi Jiang Ye Huang Shuai Qin Hong Gu Wen Li Lixin Duan DiffM 100 1 0 10 Apr 2024
Background Noise Reduction of Attention Map for Weakly Supervised Semantic Segmentation Izumi Fujimori Masaki Oono M. Shishibori ViT 83 0 0 04 Apr 2024
Enhancing Interpretability of Vertebrae Fracture Grading using Human-interpretable Prototypes Poulami Sinhamahapatra Suprosanna Shit Anjany Sekuboyina M. Husseini D. Schinz Nicolas Lenhart Bjoern Menze Jan Kirschke Karsten Roscher Stephan Guennemann 122 1 0 03 Apr 2024
Non-negative Subspace Feature Representation for Few-shot Learning in Medical Imaging Keqiang Fan Xiaohao Cai M. Niranjan 71 0 0 03 Apr 2024
CAPE: CAM as a Probabilistic Ensemble for Enhanced DNN Interpretation T. Chowdhury Kewen Liao Vu Minh Hieu Phan Minh-Son To Yutong Xie Kevin Hung David Ross Anton Van Den Hengel Johan Verjans Zhibin Liao 68 1 0 03 Apr 2024
Visual Concept Connectome (VCC): Open World Concept Discovery and their Interlayer Connections in Deep Models M. Kowal Richard P. Wildes Konstantinos G. Derpanis GNN 106 8 0 02 Apr 2024
CAM-Based Methods Can See through Walls Magamed Taimeskhanov R. Sicre Damien Garreau 68 1 0 02 Apr 2024
Atom-Level Optical Chemical Structure Recognition with Limited Supervision M. Oldenhof E. Brouwer Adam Arany Yves Moreau 37 3 0 02 Apr 2024
Samba: Semantic Segmentation of Remotely Sensed Images with State Space Model Qinfeng Zhu Yuanzhi Cai Yuan-Sheng Fang Yihan Yang Cheng Chen Lei Fan Anh Nguyen Mamba 113 68 0 02 Apr 2024
On the Faithfulness of Vision Transformer Explanations Junyi Wu Weitai Kang Hao Tang Yuan Hong Yan Yan 82 7 0 01 Apr 2024
BEM: Balanced and Entropy-based Mix for Long-Tailed Semi-Supervised Learning Hongwei Zheng Linyuan Zhou Han Li Jinming Su Xiaoming Wei Xiaoming Xu 78 5 0 01 Apr 2024
Rethinking Saliency-Guided Weakly-Supervised Semantic Segmentation Beomyoung Kim Donghyeon Kim Sung Ju Hwang 124 0 0 01 Apr 2024
Learning to Rank Patches for Unbiased Image Redundancy Reduction Yang Luo Zhineng Chen Peng Zhou Zuxuan Wu Xieping Gao Yu-Gang Jiang SSL 81 4 0 31 Mar 2024
A Survey of Privacy-Preserving Model Explanations: Privacy Risks, Attacks, and Countermeasures Thanh Tam Nguyen T. T. Huynh Zhao Ren Thanh Toan Nguyen Phi Le Nguyen Hongzhi Yin Quoc Viet Hung Nguyen 168 8 0 31 Mar 2024
An Interpretable Cross-Attentive Multi-modal MRI Fusion Framework for Schizophrenia Diagnosis Ziyu Zhou Anton Orlichenko Gang Qu Z. Fu Vince D. Calhoun Zhengming Ding Yu-Ping Wang 46 3 0 29 Mar 2024
Segmentation, Classification and Interpretation of Breast Cancer Medical Images using Human-in-the-Loop Machine Learning David Vázquez-Lema E. Mosqueira-Rey Elena Hernández-Pereira Carlos Fernández-Lozano Fernando Seara-Romera Jorge Pombo-Otero LM&MA 71 1 0 29 Mar 2024
Efficient Modulation for Vision Networks Xu Ma Xiyang Dai Jianwei Yang Bin Xiao Yinpeng Chen Yun Fu Lu Yuan 109 19 0 29 Mar 2024
Envisioning MedCLIP: A Deep Dive into Explainability for Medical Vision-Language Models Anees Ur Rehman Hashmi Dwarikanath Mahapatra Mohammad Yaqub VLM MedIm 43 2 0 27 Mar 2024
PLOT-TAL -- Prompt Learning with Optimal Transport for Few-Shot Temporal Action Localization Edward Fish Jon Weinbren Andrew Gilbert 102 1 0 27 Mar 2024
Clinical Domain Knowledge-Derived Template Improves Post Hoc AI Explanations in Pneumothorax Classification Han Yuan Chuan Hong Pengtao Jiang Gangming Zhao Nguyen Tuan Anh Tran Xinxing Xu Yet Yen Yan Nan Liu 62 11 0 26 Mar 2024
Neural Clustering based Visual Representation Learning Guikun Chen Xia Li Yi Yang Wenguan Wang SSL 102 10 0 26 Mar 2024
XAIport: A Service Framework for the Early Adoption of XAI in AI Model Development Zerui Wang Yan Liu Abishek Arumugam Thiruselvi A. Hamou-Lhadj 56 4 0 25 Mar 2024
Uncertainty Quantification for Gradient-based Explanations in Neural Networks Mihir Mulye Matias Valdenegro-Toro UQCV FAtt 110 0 0 25 Mar 2024
PaPr: Training-Free One-Step Patch Pruning with Lightweight ConvNets for Faster Inference Tanvir Mahmud Burhaneddin Yaman Chun-Hao Liu Diana Marculescu 109 3 0 24 Mar 2024
Towards Two-Stream Foveation-based Active Vision Learning Timur Ibrayev Amitangshu Mukherjee Sai Aparna Aketi Kaushik Roy 68 2 0 24 Mar 2024
Forward Learning for Gradient-based Black-box Saliency Map Generation Zeliang Zhang Mingqian Feng Jinyang Jiang Rongyi Zhu Yijie Peng Chenliang Xu FAtt 103 2 0 22 Mar 2024
WEEP: A method for spatial interpretation of weakly supervised CNN models in computational pathology Abhinav Sharma Bojing Liu M. Rantalainen 42 0 0 22 Mar 2024
Extracting Human Attention through Crowdsourced Patch Labeling Minsuk Chang Seokhyeon Park Hyeon Jeon Aeri Cho S. Lee Jinwook Seo 62 0 0 22 Mar 2024
Token Transformation Matters: Towards Faithful Post-hoc Explanation for Vision Transformer Junyi Wu Bin Duan Weitai Kang Hao Tang Yan Yan 58 9 0 21 Mar 2024
Biased Binary Attribute Classifiers Ignore the Majority Classes Xinyi Zhang Johanna Sophie Bieri Manuel Günther CVBM 71 1 0 21 Mar 2024
Enhancing Historical Image Retrieval with Compositional Cues Tingyu Lin Robert Sablatnig 33 0 0 21 Mar 2024
Confidence Self-Calibration for Multi-Label Class-Incremental Learning Kaile Du Yifan Zhou Fan Lyu Yuyang Li Chen Lu Guangcan Liu CLL 86 3 0 19 Mar 2024
TransformMix: Learning Transformation and Mixing Strategies from Data Tsz-Him Cheung Dit-Yan Yeung 54 1 0 19 Mar 2024
Domain Adaptation Using Pseudo Labels for COVID-19 Detection Runtian Yuan Qingqiu Li Junlin Hou Jilan Xu Yuejie Zhang Rui Feng Hao Chen OOD 37 1 0 18 Mar 2024
Safety Implications of Explainable Artificial Intelligence in End-to-End Autonomous Driving Shahin Atakishiyev Mohammad Salameh Randy Goebel 262 6 0 18 Mar 2024