Learning Deep Features for Discriminative Localization

14 December 2015

Antonio Torralba

Papers citing "Learning Deep Features for Discriminative Localization"

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Title
Mask-free OVIS: Open-Vocabulary Instance Segmentation without Manual Mask Annotations VS Vibashan Ning Yu Chen Xing Can Qin M. Gao Juan Carlos Niebles Vishal M. Patel Ran Xu VLM ISeg 78 18 0 29 Mar 2023
DisWOT: Student Architecture Search for Distillation WithOut Training Peijie Dong Lujun Li Zimian Wei 87 58 0 28 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 63 0 0 27 Mar 2023
ACAT: Adversarial Counterfactual Attention for Classification and Detection in Medical Imaging Alessandro Fontanella Antreas Antoniou Wenwen Li Joanna M. Wardlaw Grant Mair Emanuele Trucco Amos Storkey MedIm 83 11 0 27 Mar 2023
What Can Human Sketches Do for Object Detection? Pinaki Nath Chowdhury A. Bhunia Aneeshan Sain Subhadeep Koley Tao Xiang Yi-Zhe Song ObjD 92 33 0 27 Mar 2023
Image Quality-aware Diagnosis via Meta-knowledge Co-embedding Haoxuan Che Si Chen Haoxing Chen 89 16 0 27 Mar 2023
LEURN: Learning Explainable Univariate Rules with Neural Networks Çağlar Aytekin FAtt 62 0 0 27 Mar 2023
Analyzing Effects of Mixed Sample Data Augmentation on Model Interpretability Soyoun Won Sung-Ho Bae Seong Tae Kim 79 2 0 26 Mar 2023
Class-Incremental Exemplar Compression for Class-Incremental Learning Zilin Luo Yaoyao Liu Bernt Schiele Qianru Sun VLM CLL 147 49 0 24 Mar 2023
Patch-Mix Transformer for Unsupervised Domain Adaptation: A Game Perspective Jinjing Zhu Haotian Bai Lin Wang ViT 143 78 0 23 Mar 2023
Explain To Me: Salience-Based Explainability for Synthetic Face Detection Models Colton R. Crum Patrick J. Tinsley Aidan Boyd Jacob Piland Christopher Sweet Timothy D. Kelley Kevin W. Bowyer A. Czajka CVBM XAI AAML FAtt 72 6 0 21 Mar 2023
Better Understanding Differences in Attribution Methods via Systematic Evaluations Sukrut Rao Moritz D Boehle Bernt Schiele XAI 93 4 0 21 Mar 2023
Simulating Malaria Detection in Laboratories using Deep Learning Onyekachukwu R. Okonji 25 1 0 21 Mar 2023
Full or Weak annotations? An adaptive strategy for budget-constrained annotation campaigns Javier Gamazo Tejero M. Zinkernagel Sebastian Wolf Raphael Sznitman Pablo Márquez-Neila 85 4 0 21 Mar 2023
Weakly-Supervised Text Instance Segmentation Xinyan Zu Haiyang Yu Bin Li Xiangyang Xue ISeg 92 6 0 20 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 121 7 0 19 Mar 2023
Spatial-Aware Token for Weakly Supervised Object Localization Ping Wu Wei Zhai Yang Cao Jiebo Luo Zhengjun Zha WSOL 80 10 0 18 Mar 2023
Extracting Class Activation Maps from Non-Discriminative Features as well Zhaozheng Chen Qianru Sun VLM WSOL 118 47 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 73 75 0 17 Mar 2023
LOCATE: Localize and Transfer Object Parts for Weakly Supervised Affordance Grounding Gen Li Varun Jampani Deqing Sun Laura Sevilla-Lara 97 44 0 16 Mar 2023
Explainable GeoAI: Can saliency maps help interpret artificial intelligence's learning process? An empirical study on natural feature detection Chia-Yu Hsu Wenwen Li AAML FAtt 42 37 0 16 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 103 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 102 3 0 16 Mar 2023
Empowering CAM-Based Methods with Capability to Generate Fine-Grained and High-Faithfulness Explanations Changqing Qiu Fusheng Jin Yining Zhang FAtt 66 3 0 16 Mar 2023
EvalAttAI: A Holistic Approach to Evaluating Attribution Maps in Robust and Non-Robust Models Ian E. Nielsen Ravichandran Ramachandran N. Bouaynaya Hassan M. Fathallah-Shaykh Ghulam Rasool AAML FAtt 132 9 0 15 Mar 2023
Background Matters: Enhancing Out-of-distribution Detection with Domain Features Choubo Ding Guansong Pang Chunhua Shen OODD 13 0 0 15 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 128 59 0 15 Mar 2023
SpatialFormer: Semantic and Target Aware Attentions for Few-Shot Learning Jinxiang Lai Siqian Yang Wenlong Wu Taojing Wu Guannan Jiang ... Jun Liu Bin-Bin Gao Wei Zhang Yuan Xie Chengjie Wang 40 10 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 80 2 0 15 Mar 2023
ISLE: A Framework for Image Level Semantic Segmentation Ensemble Erik Ostrowski Mohamed Bennai VLM 139 0 0 14 Mar 2023
SILOP: An Automated Framework for Semantic Segmentation Using Image Labels Based on Object Perimeters Erik Ostrowski B. Prabakaran Mohamed Bennai 46 0 0 14 Mar 2023
ReFit: A Framework for Refinement of Weakly Supervised Semantic Segmentation using Object Border Fitting for Medical Images B. Prabakaran Erik Ostrowski Mohamed Bennai 56 1 0 14 Mar 2023
SIM: Semantic-aware Instance Mask Generation for Box-Supervised Instance Segmentation Ruihuang Li Chenhang He Yabin Zhang Shuai Li Liyi Chen Lei Zhang ISeg 90 16 0 14 Mar 2023
Automatic Attention Pruning: Improving and Automating Model Pruning using Attentions Kaiqi Zhao Animesh Jain Ming Zhao 66 11 0 14 Mar 2023
Pretrained ViTs Yield Versatile Representations For Medical Images Christos Matsoukas Johan Fredin Haslum Magnus P Soderberg Kevin Smith MedIm ViT 65 14 0 13 Mar 2023
Schema Inference for Interpretable Image Classification Haofei Zhang Mengqi Xue Xiaokang Liu Kaixuan Chen Mingli Song Mingli Song OCL 71 3 0 12 Mar 2023
Fine-grained Visual Classification with High-temperature Refinement and Background Suppression Po-Yung Chou Yu-Yung Kao Cheng-Hung Lin 73 34 0 11 Mar 2023
Spawrious: A Benchmark for Fine Control of Spurious Correlation Biases Aengus Lynch G. Dovonon Jean Kaddour Ricardo M. A. Silva 263 31 0 09 Mar 2023
On the Soundness of XAI in Prognostics and Health Management (PHM) D. Martín Juan Galán Páez J. Borrego-Díaz 70 13 0 09 Mar 2023
Weakly Supervised Knowledge Transfer with Probabilistic Logical Reasoning for Object Detection M. Oldenhof Adam Arany Yves Moreau E. Brouwer 63 3 0 09 Mar 2023
Towards Trust of Explainable AI in Thyroid Nodule Diagnosis Hung Truong Thanh Nguyen Van Binh Truong V. Nguyen Quoc Hung Cao Quoc Khanh Nguyen 52 13 0 08 Mar 2023
EscherNet 101 Christopher Funk Yanxi Liu 31 0 0 07 Mar 2023
Learning Human-Compatible Representations for Case-Based Decision Support Han Liu Yizhou Tian Chacha Chen Shi Feng Yuxin Chen Chenhao Tan 63 5 0 06 Mar 2023
Masked Images Are Counterfactual Samples for Robust Fine-tuning Yao Xiao Ziyi Tang Pengxu Wei Cong Liu Liang Lin 131 19 0 06 Mar 2023
Visual Saliency-Guided Channel Pruning for Deep Visual Detectors in Autonomous Driving Jung Im Choi Qingze Tian 71 6 0 04 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 75 1 0 04 Mar 2023
DAG Matters! GFlowNets Enhanced Explainer For Graph Neural Networks Wenqian Li Yinchuan Li Zhigang Li Jianye Hao Yan Pang 144 30 0 04 Mar 2023
One-class Damage Detector Using Deeper Fully-Convolutional Data Descriptions for Civil Application Takato Yasuno Masahiro Okano Junichiro Fujii 37 7 0 03 Mar 2023
Feature Perturbation Augmentation for Reliable Evaluation of Importance Estimators in Neural Networks L. Brocki N. C. Chung FAtt AAML 91 11 0 02 Mar 2023
Image as Set of Points Xu Ma Yuqian Zhou Huan Wang Can Qin Bin Sun Chang Liu Yun Fu VLM 82 52 0 02 Mar 2023