S$^3$VAADA: Submodular Subset Selection for Virtual Adversarial Active
Domain Adaptation

S $^3$ VAADA: Submodular Subset Selection for Virtual Adversarial Active Domain Adaptation

18 September 2021

Sumukh K Aithal

R. Venkatesh Babu

Papers citing "S$^3$VAADA: Submodular Subset Selection for Virtual Adversarial Active Domain Adaptation"

18 / 18 papers shown

Title
Learning from Limited and Imperfect Data Harsh Rangwani 30 0 0 11 Nov 2024
A3: Active Adversarial Alignment for Source-Free Domain Adaptation Chrisantus Eze Christopher Crick 20 0 0 27 Sep 2024
Domain Adversarial Active Learning for Domain Generalization Classification Jianting Chen Ling Ding Yunxiao Yang Zaiyuan Di Yang Xiang OOD 37 0 0 10 Mar 2024
Contributing Dimension Structure of Deep Feature for Coreset Selection Zhijing Wan Zhixiang Wang Yuran Wang Zheng Wang Hongyuan Zhu Shiníchi Satoh 28 6 0 29 Jan 2024
D3GU: Multi-Target Active Domain Adaptation via Enhancing Domain Alignment Lin Zhang Linghan Xu Saman Motamed Shayok Chakraborty Fernando de la Torre 34 4 0 10 Jan 2024
A comprehensive survey on deep active learning in medical image analysis Haoran Wang Q. Jin Shiman Li Siyu Liu Manning Wang Zhijian Song VLM 46 22 0 22 Oct 2023
Score-Based Methods for Discrete Optimization in Deep Learning E. Lei Arman Adibi Hamed Hassani 21 1 0 15 Oct 2023
Spectral Transfer Guided Active Domain Adaptation For Thermal Imagery Berkcan Ustun Ahmet Kağan Kaya Ezgi Cakir Ayerden Fazil Altinel 26 3 0 14 Apr 2023
Reducing Annotation Effort by Identifying and Labeling Contextually Diverse Classes for Semantic Segmentation Under Domain Shift Sharat Agarwal Saket Anand Chetan Arora 19 1 0 13 Oct 2022
Local Context-Aware Active Domain Adaptation Tao Sun Cheng Lu Haibin Ling 33 8 0 26 Aug 2022
Combating Label Distribution Shift for Active Domain Adaptation S. Hwang Sohyun Lee Sungyeon Kim Jungseul Ok Suha Kwak 27 18 0 13 Aug 2022
Scalable Distributed Algorithms for Size-Constrained Submodular Maximization in the MapReduce and Adaptive Complexity Models Tonmoy Dey Yixing Chen Alan Kuhnle 16 0 0 20 Jun 2022
A Closer Look at Smoothness in Domain Adversarial Training Harsh Rangwani Sumukh K Aithal Mayank Mishra Arihant Jain R. Venkatesh Babu 27 119 0 16 Jun 2022
Balancing Discriminability and Transferability for Source-Free Domain Adaptation Jogendra Nath Kundu Akshay Ravindra Kulkarni Suvaansh Bhambri Deepesh Mehta Shreyas Kulkarni Varun Jampani R. Venkatesh Babu TTA 19 89 0 16 Jun 2022
Loss-based Sequential Learning for Active Domain Adaptation Kyeongtak Han Youngeun Kim Dongyoon Han Sungeun Hong 19 0 0 25 Apr 2022
Learning Distinctive Margin toward Active Domain Adaptation Ming-Kun Xie Yuxi Li Yabiao Wang Zekun Luo Zhenye Gan Zhongyi Sun M. Chi Chengjie Wang Pei Wang 23 31 0 11 Mar 2022
Towards Fewer Annotations: Active Learning via Region Impurity and Prediction Uncertainty for Domain Adaptive Semantic Segmentation Binhui Xie Longhui Yuan Shuang Li Chi Harold Liu Xinjing Cheng UQCV 28 89 0 25 Nov 2021
Active Domain Adaptation via Clustering Uncertainty-weighted Embeddings Viraj Prabhu Arjun Chandrasekaran Kate Saenko Judy Hoffman OOD 100 124 0 16 Oct 2020