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A Closer Look at Smoothness in Domain Adversarial Training



Harsh Rangwani , Sumukh K Aithal , Mayank Mishra , Arihant Jain , R. Venkatesh Babu

* ICML 2022. Code: https://github.com/val-iisc/SDAT 

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Balancing Discriminability and Transferability for Source-Free Domain Adaptation



Jogendra Nath Kundu , Akshay Kulkarni , Suvaansh Bhambri , Deepesh Mehta , Shreyas Kulkarni , Varun Jampani , R. Venkatesh Babu

* ICML 2022. Project page: https://sites.google.com/view/mixup-sfda 

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Towards Data-Free Model Stealing in a Hard Label Setting



Sunandini Sanyal , Sravanti Addepalli , R. Venkatesh Babu

* CVPR 2022, Project Page: https://sites.google.com/view/dfms-hl 

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LEAD: Self-Supervised Landmark Estimation by Aligning Distributions of Feature Similarity



Tejan Karmali , Abhinav Atrishi , Sai Sree Harsha , Susmit Agrawal , Varun Jampani , R. Venkatesh Babu

* WACV 2022. Project Page at http://sites.google.com/view/lead-wacv22 

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Non-Local Latent Relation Distillation for Self-Adaptive 3D Human Pose Estimation



Jogendra Nath Kundu , Siddharth Seth , Anirudh Jamkhandi , Pradyumna YM , Varun Jampani , Anirban Chakraborty , R. Venkatesh Babu

* NeurIPS 2021. Project page: https://sites.google.com/view/sa3dhp 

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Aligning Silhouette Topology for Self-Adaptive 3D Human Pose Recovery



Mugalodi Rakesh , Jogendra Nath Kundu , Varun Jampani , R. Venkatesh Babu

* NeurIPS 2021 

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Uncertainty-Aware Adaptation for Self-Supervised 3D Human Pose Estimation



Jogendra Nath Kundu , Siddharth Seth , Pradyumna YM , Varun Jampani , Anirban Chakraborty , R. Venkatesh Babu

* CVPR 2022. Project page: https://sites.google.com/view/mrp-net 

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Amplitude Spectrum Transformation for Open Compound Domain Adaptive Semantic Segmentation



Jogendra Nath Kundu , Akshay Kulkarni , Suvaansh Bhambri , Varun Jampani , R. Venkatesh Babu

* AAAI 2022. Project page: http://sites.google.com/view/ast-ocdaseg 

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Self-Gated Memory Recurrent Network for Efficient Scalable HDR Deghosting



K. Ram Prabhakar , Susmit Agrawal , R. Venkatesh Babu

* IEEE Transactions on Computational Imaging (Volume 7, 2021) 1228-1239 
* 12 pages 

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



Harsh Rangwani , Arihant Jain , Sumukh K Aithal , R. Venkatesh Babu

* ICCV 2021. Project page: http://sites.google.com/iisc.ac.in/s3vaada-iccv2021 

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