Alert button
Picture for Abhinav Mehrotra

Abhinav Mehrotra

Alert button

Fast Inference Through The Reuse Of Attention Maps In Diffusion Models

Dec 13, 2023
Rosco Hunter, Łukasz Dudziak, Mohamed S. Abdelfattah, Abhinav Mehrotra, Sourav Bhattacharya, Hongkai Wen

Viaarxiv icon

How Much Is Hidden in the NAS Benchmarks? Few-Shot Adaptation of a NAS Predictor

Nov 30, 2023
Hrushikesh Loya, Łukasz Dudziak, Abhinav Mehrotra, Royson Lee, Javier Fernandez-Marques, Nicholas D. Lane, Hongkai Wen

Viaarxiv icon

Federated Self-supervised Speech Representations: Are We There Yet?

Apr 06, 2022
Yan Gao, Javier Fernandez-Marques, Titouan Parcollet, Abhinav Mehrotra, Nicholas D. Lane

Figure 1 for Federated Self-supervised Speech Representations: Are We There Yet?
Figure 2 for Federated Self-supervised Speech Representations: Are We There Yet?
Figure 3 for Federated Self-supervised Speech Representations: Are We There Yet?
Figure 4 for Federated Self-supervised Speech Representations: Are We There Yet?
Viaarxiv icon

Inferring Facing Direction from Voice Signals

Sep 29, 2021
Yu-Lin Wei, Rui Li, Abhinav Mehrotra, Romit Roy Choudhury, Nic Lane

Figure 1 for Inferring Facing Direction from Voice Signals
Figure 2 for Inferring Facing Direction from Voice Signals
Figure 3 for Inferring Facing Direction from Voice Signals
Figure 4 for Inferring Facing Direction from Voice Signals
Viaarxiv icon

Smart at what cost? Characterising Mobile Deep Neural Networks in the wild

Sep 28, 2021
Mario Almeida, Stefanos Laskaridis, Abhinav Mehrotra, Lukasz Dudziak, Ilias Leontiadis, Nicholas D. Lane

Figure 1 for Smart at what cost? Characterising Mobile Deep Neural Networks in the wild
Figure 2 for Smart at what cost? Characterising Mobile Deep Neural Networks in the wild
Figure 3 for Smart at what cost? Characterising Mobile Deep Neural Networks in the wild
Figure 4 for Smart at what cost? Characterising Mobile Deep Neural Networks in the wild
Viaarxiv icon

Zero-Cost Proxies for Lightweight NAS

Jan 20, 2021
Mohamed S. Abdelfattah, Abhinav Mehrotra, Łukasz Dudziak, Nicholas D. Lane

Figure 1 for Zero-Cost Proxies for Lightweight NAS
Figure 2 for Zero-Cost Proxies for Lightweight NAS
Figure 3 for Zero-Cost Proxies for Lightweight NAS
Figure 4 for Zero-Cost Proxies for Lightweight NAS
Viaarxiv icon

Bunched LPCNet : Vocoder for Low-cost Neural Text-To-Speech Systems

Aug 11, 2020
Ravichander Vipperla, Sangjun Park, Kihyun Choo, Samin Ishtiaq, Kyoungbo Min, Sourav Bhattacharya, Abhinav Mehrotra, Alberto Gil C. P. Ramos, Nicholas D. Lane

Figure 1 for Bunched LPCNet : Vocoder for Low-cost Neural Text-To-Speech Systems
Figure 2 for Bunched LPCNet : Vocoder for Low-cost Neural Text-To-Speech Systems
Figure 3 for Bunched LPCNet : Vocoder for Low-cost Neural Text-To-Speech Systems
Figure 4 for Bunched LPCNet : Vocoder for Low-cost Neural Text-To-Speech Systems
Viaarxiv icon

Iterative Compression of End-to-End ASR Model using AutoML

Aug 06, 2020
Abhinav Mehrotra, Łukasz Dudziak, Jinsu Yeo, Young-yoon Lee, Ravichander Vipperla, Mohamed S. Abdelfattah, Sourav Bhattacharya, Samin Ishtiaq, Alberto Gil C. P. Ramos, SangJeong Lee, Daehyun Kim, Nicholas D. Lane

Figure 1 for Iterative Compression of End-to-End ASR Model using AutoML
Figure 2 for Iterative Compression of End-to-End ASR Model using AutoML
Figure 3 for Iterative Compression of End-to-End ASR Model using AutoML
Figure 4 for Iterative Compression of End-to-End ASR Model using AutoML
Viaarxiv icon

Graph Input Representations for Machine Learning Applications in Urban Network Analysis

Dec 11, 2019
Alessio Pagani, Abhinav Mehrotra, Mirco Musolesi

Figure 1 for Graph Input Representations for Machine Learning Applications in Urban Network Analysis
Figure 2 for Graph Input Representations for Machine Learning Applications in Urban Network Analysis
Figure 3 for Graph Input Representations for Machine Learning Applications in Urban Network Analysis
Figure 4 for Graph Input Representations for Machine Learning Applications in Urban Network Analysis
Viaarxiv icon

Towards Deep Learning Models for Psychological State Prediction using Smartphone Data: Challenges and Opportunities

Nov 16, 2017
Gatis Mikelsons, Matthew Smith, Abhinav Mehrotra, Mirco Musolesi

Figure 1 for Towards Deep Learning Models for Psychological State Prediction using Smartphone Data: Challenges and Opportunities
Figure 2 for Towards Deep Learning Models for Psychological State Prediction using Smartphone Data: Challenges and Opportunities
Viaarxiv icon