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Novel Class Discovery without Forgetting


Jul 21, 2022
K J Joseph , Sujoy Paul , Gaurav Aggarwal , Soma Biswas , Piyush Rai , Kai Han , Vineeth N Balasubramanian

* Accepted to ECCV 2022 

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Bayesian Federated Learning via Predictive Distribution Distillation


Jun 15, 2022
Shrey Bhatt , Aishwarya Gupta , Piyush Rai

* 15 pages(9 pages of main content, 2 pages of references, and 4 pages of supplementary content) 

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Spacing Loss for Discovering Novel Categories


Apr 22, 2022
K J Joseph , Sujoy Paul , Gaurav Aggarwal , Soma Biswas , Piyush Rai , Kai Han , Vineeth N Balasubramanian

* Accepted to Continual Learning in Computer Vision Workshop (CLVision) at CVPR 2022 

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Semi-Supervised Super-Resolution


Apr 19, 2022
Ankur Singh , Piyush Rai

* 11 pages, 11 figures 

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DiffuseVAE: Efficient, Controllable and High-Fidelity Generation from Low-Dimensional Latents


Jan 02, 2022
Kushagra Pandey , Avideep Mukherjee , Piyush Rai , Abhishek Kumar


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SITA: Single Image Test-time Adaptation


Dec 08, 2021
Ansh Khurana , Sujoy Paul , Piyush Rai , Soma Biswas , Gaurav Aggarwal


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NeurInt : Learning to Interpolate through Neural ODEs


Nov 07, 2021
Avinandan Bose , Aniket Das , Yatin Dandi , Piyush Rai

* Accepted (Spotlight paper) at the NeurIPS 2021 Workshop on the Symbiosis of Deep Learning and Differential Equations (DLDE) 

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Hypernetworks for Continual Semi-Supervised Learning


Oct 05, 2021
Dhanajit Brahma , Vinay Kumar Verma , Piyush Rai

* Accepted to CSSL workshop at IJCAI 2021 (Best Student Paper Award) 

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Fine-Grained Emotion Prediction by Modeling Emotion Definitions


Jul 26, 2021
Gargi Singh , Dhanajit Brahma , Piyush Rai , Ashutosh Modi

* 8 Pages, accepted at ACII 2021 for Orals 

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Knowledge Consolidation based Class Incremental Online Learning with Limited Data


Jun 12, 2021
Mohammed Asad Karim , Vinay Kumar Verma , Pravendra Singh , Vinay Namboodiri , Piyush Rai

* International Joint Conference on Artificial Intelligence (IJCAI-2021) 

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