Learning Deep Features for Discriminative Localization

14 December 2015

Antonio Torralba

Papers citing "Learning Deep Features for Discriminative Localization"

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Title
Learning Open-vocabulary Semantic Segmentation Models From Natural Language Supervision Jilan Xu Junlin Hou Yuejie Zhang Rui Feng Yi Wang Yu Qiao Weidi Xie VLM 77 87 0 22 Jan 2023
Counterfactual Explanation and Instance-Generation using Cycle-Consistent Generative Adversarial Networks Tehseen Zia Zeeshan Nisar Shakeeb Murtaza GAN MedIm 57 0 0 21 Jan 2023
Holistically Explainable Vision Transformers Moritz D Boehle Mario Fritz Bernt Schiele ViT 95 9 0 20 Jan 2023
Spatial Steerability of GANs via Self-Supervision from Discriminator Jianyuan Wang Lalit Bhagat Ceyuan Yang Yinghao Xu Yujun Shen Hongdong Li Bolei Zhou 108 1 0 20 Jan 2023
Interpreting CNN Predictions using Conditional Generative Adversarial Networks Akash Guna Raul Benitez Sikha GAN 43 5 0 19 Jan 2023
CEnt: An Entropy-based Model-agnostic Explainability Framework to Contrast Classifiers' Decisions Julia El Zini Mohamad Mansour M. Awad 61 1 0 19 Jan 2023
Exploiting Style Transfer-based Task Augmentation for Cross-Domain Few-Shot Learning Shuzhen Rao Jun Huang Zengming Tang 93 2 0 19 Jan 2023
TAME: Attention Mechanism Based Feature Fusion for Generating Explanation Maps of Convolutional Neural Networks Mariano V. Ntrougkas Nikolaos Gkalelis Vasileios Mezaris FAtt 38 9 0 18 Jan 2023
Opti-CAM: Optimizing saliency maps for interpretability Hanwei Zhang Felipe Torres R. Sicre Yannis Avrithis Stéphane Ayache 112 27 0 17 Jan 2023
MN-Pair Contrastive Damage Representation and Clustering for Prognostic Explanation Takato Yasuno Masahiro Okano Junichiro Fujii 75 2 0 15 Jan 2023
Rationalizing Predictions by Adversarial Information Calibration Lei Sha Oana-Maria Camburu Thomas Lukasiewicz 59 7 0 15 Jan 2023
Deep learning-based approaches for human motion decoding in smart walkers for rehabilitation Carolina Gonçalves J. Lopes S. Moccia Daniele Berardini Lucia Migliorelli C. Santos 51 11 0 13 Jan 2023
Hierarchical Dynamic Masks for Visual Explanation of Neural Networks Yitao Peng Longzhen Yang Yihang Liu Lianghua He FAtt 62 4 0 12 Jan 2023
ZScribbleSeg: Zen and the Art of Scribble Supervised Medical Image Segmentation Kecheng Zhang Xiahai Zhuang 40 8 0 12 Jan 2023
Padding Module: Learning the Padding in Deep Neural Networks Fahad Alrasheedi Agnibh Dasgupta Pei-Chi Huang KELM VLM 27 17 0 11 Jan 2023
Vision Transformers Are Good Mask Auto-Labelers Shiyi Lan Xitong Yang Zhiding Yu Zuxuan Wu J. Álvarez Anima Anandkumar ISeg ViT MedIm 95 19 0 10 Jan 2023
Video Surveillance System Incorporating Expert Decision-making Process: A Case Study on Detecting Calving Signs in Cattle Ryosuke Hyodo Susumu Saito Teppei Nakano Makoto Akabane Ryoichi Kasuga Tetsuji Ogawa 28 1 0 10 Jan 2023
Integrating features from lymph node stations for metastatic lymph node detection Chaoyi Wu Feng Chang Xiao Su Zhihan Wu Yanfeng Wang Ling Zhu Ya Zhang 52 1 0 09 Jan 2023
MoreauGrad: Sparse and Robust Interpretation of Neural Networks via Moreau Envelope Jingwei Zhang Farzan Farnia UQCV 69 4 0 08 Jan 2023
Learning Support and Trivial Prototypes for Interpretable Image Classification Chong Wang Yuyuan Liu Yuanhong Chen Fengbei Liu Yu Tian Davis J. McCarthy Helen Frazer G. Carneiro 122 26 0 08 Jan 2023
Valid P-Value for Deep Learning-Driven Salient Region Daiki Miwa Vo Nguyen Le Duy I. Takeuchi FAtt AAML 66 16 0 06 Jan 2023
Knowledge-guided Causal Intervention for Weakly-supervised Object Localization Feifei Shao Yawei Luo Fei Gao Yezhou Yang Jun Xiao WSOL 127 4 0 03 Jan 2023
PCRLv2: A Unified Visual Information Preservation Framework for Self-supervised Pre-training in Medical Image Analysis Hong-Yu Zhou Chi-Ken Lu Chaoqi Chen Sibei Yang Yizhou Yu 85 53 0 02 Jan 2023
Hierarchical Explanations for Video Action Recognition Sadaf Gulshad Teng Long Nanne van Noord FAtt 93 6 0 01 Jan 2023
NeuroExplainer: Fine-Grained Attention Decoding to Uncover Cortical Development Patterns of Preterm Infants Chen Xue Fan Wang Yuanzhuo Zhu Hui Li Deyu Meng Dinggang Shen C. Lian 104 3 0 01 Jan 2023
DRG-Net: Interactive Joint Learning of Multi-lesion Segmentation and Classification for Diabetic Retinopathy Grading Hasan Md Tusfiqur D. M. Nguyen M. T. N. Truong T. A. Nguyen Binh Duc Nguyen ... H. Profitlich Ngoc T. T. Than Ngan Le P. Xie Daniel Sonntag MedIm 83 8 0 30 Dec 2022
A Class-wise Non-salient Region Generalized Framework for Video Semantic Segmentation Yuhang Zhang Shishun Tian Muxin Liao Zhengyu Zhang Wenbin Zou Chen Xu 99 0 0 29 Dec 2022
Provable Robust Saliency-based Explanations Chao Chen Chenghua Guo Guixiang Ma Ming Zeng Xi Zhang Sihong Xie AAML FAtt 90 1 0 28 Dec 2022
Part-guided Relational Transformers for Fine-grained Visual Recognition Yifan Zhao Jia Li Xiaowu Chen Yonghong Tian ViT 85 37 0 28 Dec 2022
Truncate-Split-Contrast: A Framework for Learning from Mislabeled Videos Zixiao Wang Junwu Weng C. Yuan Jue Wang NoLa 89 4 0 27 Dec 2022
Saliency-Augmented Memory Completion for Continual Learning Guangji Bai Chen Ling Yuyang Gao Liang Zhao CLL 120 4 0 26 Dec 2022
Key Feature Replacement of In-Distribution Samples for Out-of-Distribution Detection Jaeyoung Kim Seo Taek Kong Dongbin Na Kyu-Hwan Jung OODD 41 4 0 26 Dec 2022
Explainable AI for Bioinformatics: Methods, Tools, and Applications Md. Rezaul Karim Tanhim Islam Oya Beyan Christoph Lange Michael Cochez Dietrich-Rebholz Schuhmann Stefan Decker 114 78 0 25 Dec 2022
End-to-end AI framework for interpretable prediction of molecular and crystal properties Hyun Park Ruijie Zhu Eliu A. Huerta Santanu Chaudhuri E. Tajkhorshid Donny Cooper AI4CE 47 10 0 21 Dec 2022
A Survey of Mix-based Data Augmentation: Taxonomy, Methods, Applications, and Explainability Chengtai Cao Fan Zhou Yurou Dai Jianping Wang Kunpeng Zhang AAML 115 31 0 21 Dec 2022
MoQuad: Motion-focused Quadruple Construction for Video Contrastive Learning Yuan Liu Jiacheng Chen Hao Wu 82 2 0 21 Dec 2022
AI Security for Geoscience and Remote Sensing: Challenges and Future Trends Yonghao Xu Tao Bai Weikang Yu Shizhen Chang P. M. Atkinson Pedram Ghamisi AAML 99 47 0 19 Dec 2022
Segmentation Ability Map: Interpret deep features for medical image segmentation Sheng He Yanfang Feng P. E. Grant Yangming Ou SSeg 51 26 0 19 Dec 2022
Medical Diagnosis with Large Scale Multimodal Transformers: Leveraging Diverse Data for More Accurate Diagnosis Firas Khader Gustav Mueller-Franzes Tian Wang T. Han Soroosh Tayebi Arasteh ... Keno Bressem Christiane Kuhl S. Nebelung Jakob Nikolas Kather Daniel Truhn 32 6 0 18 Dec 2022
Bort: Towards Explainable Neural Networks with Bounded Orthogonal Constraint Borui Zhang Wenzhao Zheng Jie Zhou Jiwen Lu AAML 88 7 0 18 Dec 2022
AutoSlicer: Scalable Automated Data Slicing for ML Model Analysis Zifan Liu Evan Rosen P. Suganthan 49 1 0 18 Dec 2022
Counterfactual Explanations for Misclassified Images: How Human and Machine Explanations Differ Eoin Delaney A. Pakrashi Derek Greene Markt. Keane 79 17 0 16 Dec 2022
De-risking Carbon Capture and Sequestration with Explainable CO2 Leakage Detection in Time-lapse Seismic Monitoring Images Huseyin Tuna Erdinc A. Gahlot Ziyi Yin M. Louboutin Felix J. Herrmann 36 4 0 16 Dec 2022
Robust Explanation Constraints for Neural Networks Matthew Wicker Juyeon Heo Luca Costabello Adrian Weller FAtt 63 18 0 16 Dec 2022
CLIP is Also an Efficient Segmenter: A Text-Driven Approach for Weakly Supervised Semantic Segmentation Yuqi Lin Minghao Chen Wenxiao Wang Boxi Wu Ke Li Binbin Lin Haifeng Liu Xiaofei He VLM CLIP 149 128 0 16 Dec 2022
Solve the Puzzle of Instance Segmentation in Videos: A Weakly Supervised Framework with Spatio-Temporal Collaboration Liqi Yan Qifan Wang Siqi Ma Jingang Wang Changbin (Brad) Yu VOS 71 39 0 15 Dec 2022
Learning to Detect Semantic Boundaries with Image-level Class Labels Nam-Won Kim S. Hwang Suha Kwak 68 3 0 15 Dec 2022
SAIF: Sparse Adversarial and Imperceptible Attack Framework Tooba Imtiaz Morgan Kohler Jared Miller Zifeng Wang Octavia Camps Mario Sznaier Octavia Camps Jennifer Dy AAML 100 0 0 14 Dec 2022
Interpretable Diabetic Retinopathy Diagnosis based on Biomarker Activation Map P. Zang T. Hormel Jie Wang Yukun Guo Steven T. Bailey C. Flaxel David Huang T. Hwang Yali Jia MedIm 62 8 0 13 Dec 2022
Feature Calibration Network for Occluded Pedestrian Detection Tianliang Zhang QiXiang Ye Baochang Zhang Jianzhuang Liu Xiaopeng Zhang Qi Tian 67 28 0 12 Dec 2022