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Arnav Chavan

On designing light-weight object trackers through network pruning: Use CNNs or transformers?

Nov 24, 2022
Saksham Aggarwal, Taneesh Gupta, Pawan Kumar Sahu, Arnav Chavan, Rishabh Tiwari, Dilip K. Prasad, Deepak K. Gupta

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* Submitted at IEEE ICASSP 2023

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Dynamic Kernel Selection for Improved Generalization and Memory Efficiency in Meta-learning

Jun 03, 2022
Arnav Chavan, Rishabh Tiwari, Udbhav Bamba, Deepak K. Gupta

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* Published at CVPR 2022

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Transfer Learning Gaussian Anomaly Detection by Fine-Tuning Representations

Aug 09, 2021
Oliver Rippel, Arnav Chavan, Chucai Lei, Dorit Merhof

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* Pre-print under Review. Submitted to Review on 15th April 2021

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ChipNet: Budget-Aware Pruning with Heaviside Continuous Approximations

Feb 14, 2021
Rishabh Tiwari, Udbhav Bamba, Arnav Chavan, Deepak K. Gupta

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* Accepted at ICLR 2021 Conference

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Rescaling CNN through Learnable Repetition of Network Parameters

Jan 14, 2021
Arnav Chavan, Udbhav Bamba, Rishabh Tiwari, Deepak Gupta

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* Under Review at ICIP 2021

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A translational pathway of deep learning methods in GastroIntestinal Endoscopy

Oct 12, 2020
Sharib Ali, Mariia Dmitrieva, Noha Ghatwary, Sophia Bano, Gorkem Polat, Alptekin Temizel, Adrian Krenzer, Amar Hekalo, Yun Bo Guo, Bogdan Matuszewski, Mourad Gridach, Irina Voiculescu, Vishnusai Yoganand, Arnav Chavan, Aryan Raj, Nhan T. Nguyen, Dat Q. Tran, Le Duy Huynh, Nicolas Boutry, Shahadate Rezvy, Haijian Chen, Yoon Ho Choi, Anand Subramanian, Velmurugan Balasubramanian, Xiaohong W. Gao, Hongyu Hu, Yusheng Liao, Danail Stoyanov, Christian Daul, Stefano Realdon, Renato Cannizzaro, Dominique Lamarque, Terry Tran-Nguyen, Adam Bailey, Barbara Braden, James East, Jens Rittscher

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* 30 pages

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Multi-Plateau Ensemble for Endoscopic Artefact Segmentation and Detection

Mar 23, 2020
Suyog Jadhav, Udbhav Bamba, Arnav Chavan, Rishabh Tiwari, Aryan Raj

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* EndoCV2020 workshop ISBI 2020 camera ready

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