Sharpen Focus: Learning with Attention Separability and Consistency

Sharpen Focus: Learning with Attention Separability and Consistency

19 November 2018

Ziyan Wu

Srikrishna Karanam

Kuan-Chuan Peng

Rajat Vikram Singh

Bo Liu

Dimitris N. Metaxas

Papers citing "Sharpen Focus: Learning with Attention Separability and Consistency"

12 / 12 papers shown

Title
SCAAT: Improving Neural Network Interpretability via Saliency Constrained Adaptive Adversarial Training Rui Xu Wenkang Qin Peixiang Huang Hao Wang Lin Luo FAtt AAML 28 2 0 09 Nov 2023
MAC: ModAlity Calibration for Object Detection Yutian Lei Jun Liu Dong Huang ObjD 15 0 0 14 Oct 2023
Statistical Attention Localization (SAL): Methodology and Application to Object Classification Yijing Yang Vasileios Magoulianitis Xinyu Wang C.-C. Jay Kuo 18 1 0 03 Aug 2022
Learning Hierarchical Attention for Weakly-supervised Chest X-Ray Abnormality Localization and Diagnosis Xi Ouyang Srikrishna Karanam Ziyan Wu Terrence Chen Jiayu Huo X. Zhou Qian Wang Jie-Zhi Cheng OOD 18 88 0 23 Dec 2021
Improving Deep Learning Interpretability by Saliency Guided Training Aya Abdelsalam Ismail H. C. Bravo S. Feizi FAtt 18 79 0 29 Nov 2021
Consistent Explanations by Contrastive Learning Vipin Pillai Soroush Abbasi Koohpayegani Ashley Ouligian Dennis Fong Hamed Pirsiavash FAtt 18 21 0 01 Oct 2021
Reflective-Net: Learning from Explanations Johannes Schneider Michalis Vlachos FAtt OffRL LRM 54 18 0 27 Nov 2020
Comprehensive Attention Self-Distillation for Weakly-Supervised Object Detection Zeyi Huang Yang Zou V. Bhagavatula Dong Huang WSOD 26 120 0 22 Oct 2020
Towards Visually Explaining Variational Autoencoders Wenqian Liu Runze Li Meng Zheng Srikrishna Karanam Ziyan Wu B. Bhanu Richard J. Radke Octavia Camps 30 214 0 18 Nov 2019
Multi-Attention Multi-Class Constraint for Fine-grained Image Recognition Ming-hui Sun Yuchen Yuan Feng Zhou Errui Ding 125 350 0 14 Jun 2018
Learn To Pay Attention Saumya Jetley Nicholas A. Lord Namhoon Lee Philip H. S. Torr 67 437 0 06 Apr 2018
Revisiting Classifier Two-Sample Tests David Lopez-Paz Maxime Oquab 78 390 0 20 Oct 2016