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Saurabh Singh

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Fourier Basis Density Model

Feb 23, 2024
Alfredo De la Fuente, Saurabh Singh, Johannes Ballé

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ssVERDICT: Self-Supervised VERDICT-MRI for Enhanced Prostate Tumour Characterisation

Sep 27, 2023
Snigdha Sen, Saurabh Singh, Hayley Pye, Caroline M. Moore, Hayley Whitaker, Shonit Punwani, David Atkinson, Eleftheria Panagiotaki, Paddy J. Slator

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Weighted Ensemble Self-Supervised Learning

Nov 18, 2022
Yangjun Ruan, Saurabh Singh, Warren Morningstar, Alexander A. Alemi, Sergey Ioffe, Ian Fischer, Joshua V. Dillon

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LilNetX: Lightweight Networks with EXtreme Model Compression and Structured Sparsification

Apr 06, 2022
Sharath Girish, Kamal Gupta, Saurabh Singh, Abhinav Shrivastava

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3D Scene Compression through Entropy Penalized Neural Representation Functions

Apr 26, 2021
Thomas Bird, Johannes Ballé, Saurabh Singh, Philip A. Chou

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A Review on Cyber Crimes on the Internet of Things

Sep 12, 2020
Mohan Krishna Kagita, Navod Thilakarathne, Thippa Reddy Gadekallu, Praveen Kumar Reddy Maddikunta, Saurabh Singh

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End-to-end Learning of Compressible Features

Jul 23, 2020
Saurabh Singh, Sami Abu-El-Haija, Nick Johnston, Johannes Ballé, Abhinav Shrivastava, George Toderici

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Channel-wise Autoregressive Entropy Models for Learned Image Compression

Jul 17, 2020
David Minnen, Saurabh Singh

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Deep Implicit Volume Compression

May 18, 2020
Danhang Tang, Saurabh Singh, Philip A. Chou, Christian Haene, Mingsong Dou, Sean Fanello, Jonathan Taylor, Philip Davidson, Onur G. Guleryuz, Yinda Zhang, Shahram Izadi, Andrea Tagliasacchi, Sofien Bouaziz, Cem Keskin

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