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Shital Shah
Publication Activity (10 Years)
Years Active: 2016-2023
Publications (10 Years): 25
Top Topics
Autonomous Vehicles
Facial Motion
Thermal Infrared
Autoregressive
Top Venues
CoRR
NeurIPS
KDD
ICMI
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Publications
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Suriya Gunasekar
,
Yi Zhang
,
Jyoti Aneja
,
Caio César Teodoro Mendes
,
Allie Del Giorno
,
Sivakanth Gopi
,
Mojan Javaheripi
,
Piero Kauffmann
,
Gustavo de Rosa
,
Olli Saarikivi
,
Adil Salim
,
Shital Shah
,
Harkirat Singh Behl
,
Xin Wang
,
Sébastien Bubeck
,
Ronen Eldan
,
Adam Tauman Kalai
,
Yin Tat Lee
,
Yuanzhi Li
Textbooks Are All You Need.
CoRR
(2023)
Ganesh Jawahar
,
Subhabrata Mukherjee
,
Debadeepta Dey
,
Muhammad Abdul-Mageed
,
Laks V. S. Lakshmanan
,
Caio Mendes
,
Gustavo de Rosa
,
Shital Shah
Small Character Models Match Large Word Models for Autocomplete Under Memory Constraints.
SustaiNLP
(2023)
Mojan Javaheripi
,
Gustavo de Rosa
,
Subhabrata Mukherjee
,
Shital Shah
,
Tomasz Religa
,
Caio Cesar Teodoro Mendes
,
Sébastien Bubeck
,
Farinaz Koushanfar
,
Debadeepta Dey
LiteTransformerSearch: Training-free Neural Architecture Search for Efficient Language Models.
NeurIPS
(2022)
Mojan Javaheripi
,
Shital Shah
,
Subhabrata Mukherjee
,
Tomasz L. Religa
,
Caio C. T. Mendes
,
Gustavo H. de Rosa
,
Sébastien Bubeck
,
Farinaz Koushanfar
,
Debadeepta Dey
LiteTransformerSearch: Training-free On-device Search for Efficient Autoregressive Language Models.
CoRR
(2022)
Ganesh Jawahar
,
Subhabrata Mukherjee
,
Debadeepta Dey
,
Muhammad Abdul-Mageed
,
Laks V. S. Lakshmanan
,
Caio César Teodoro Mendes
,
Gustavo Henrique de Rosa
,
Shital Shah
Small Character Models Match Large Word Models for Autocomplete Under Memory Constraints.
CoRR
(2022)
Sharath Girish
,
Debadeepta Dey
,
Neel Joshi
,
Vibhav Vineet
,
Shital Shah
,
Caio César Teodoro Mendes
,
Abhinav Shrivastava
,
Yale Song
One Network Doesn't Rule Them All: Moving Beyond Handcrafted Architectures in Self-Supervised Learning.
CoRR
(2022)
Sahil Singla
,
Besmira Nushi
,
Shital Shah
,
Ece Kamar
,
Eric Horvitz
Understanding Failures of Deep Networks via Robust Feature Extraction.
CVPR
(2021)
Debadeepta Dey
,
Shital Shah
,
Sébastien Bubeck
FEAR: A Simple Lightweight Method to Rank Architectures.
CoRR
(2021)
Sahil Singla
,
Besmira Nushi
,
Shital Shah
,
Ece Kamar
,
Eric Horvitz
Understanding Failures of Deep Networks via Robust Feature Extraction.
CoRR
(2020)
Matteo Turchetta
,
Andrey Kolobov
,
Shital Shah
,
Andreas Krause
,
Alekh Agarwal
Safe Reinforcement Learning via Curriculum Induction.
NeurIPS
(2020)
Megha Srivastava
,
Besmira Nushi
,
Ece Kamar
,
Shital Shah
,
Eric Horvitz
An Empirical Analysis of Backward Compatibility in Machine Learning Systems.
CoRR
(2020)
Elizabeth Bondi
,
Raghav Jain
,
Palash Aggrawal
,
Saket Anand
,
Robert Hannaford
,
Ashish Kapoor
,
Jim Piavis
,
Shital Shah
,
Lucas Joppa
,
Bistra Dilkina
,
Milind Tambe
BIRDSAI: A Dataset for Detection and Tracking in Aerial Thermal Infrared Videos.
WACV
(2020)
Shital Shah
,
Roland Fernandez
,
Steven Mark Drucker
A System for Real-Time Interactive Analysis of Deep Learning Training.
CoRR
(2020)
Megha Srivastava
,
Besmira Nushi
,
Ece Kamar
,
Shital Shah
,
Eric Horvitz
An Empirical Analysis of Backward Compatibility in Machine Learning Systems.
KDD
(2020)
Matteo Turchetta
,
Andrey Kolobov
,
Shital Shah
,
Andreas Krause
,
Alekh Agarwal
Safe Reinforcement Learning via Curriculum Induction.
CoRR
(2020)
Deepali Aneja
,
Daniel J. McDuff
,
Shital Shah
A High-Fidelity Open Embodied Avatar with Lip Syncing and Expression Capabilities.
CoRR
(2019)
Deepali Aneja
,
Daniel J. McDuff
,
Shital Shah
A High-Fidelity Open Embodied Avatar with Lip Syncing and Expression Capabilities.
ICMI
(2019)
Shital Shah
,
Roland Fernandez
,
Steven Mark Drucker
A system for real-time interactive analysis of deep learning training.
EICS
(2019)
Elizabeth Bondi
,
Ashish Kapoor
,
Debadeepta Dey
,
James Piavis
,
Shital Shah
,
Robert Hannaford
,
Arvind Iyer
,
Lucas Joppa
,
Milind Tambe
Near Real-Time Detection of Poachers from Drones in AirSim.
IJCAI
(2018)
Elizabeth Bondi
,
Debadeepta Dey
,
Ashish Kapoor
,
Jim Piavis
,
Shital Shah
,
Fei Fang
,
Bistra Dilkina
,
Robert Hannaford
,
Arvind Iyer
,
Lucas Joppa
,
Milind Tambe
AirSim-W: A Simulation Environment for Wildlife Conservation with UAVs.
COMPASS
(2018)
Mike Roberts
,
Shital Shah
,
Debadeepta Dey
,
Anh Truong
,
Sudipta N. Sinha
,
Ashish Kapoor
,
Pat Hanrahan
,
Neel Joshi
Submodular Trajectory Optimization for Aerial 3D Scanning.
ICCV
(2017)
Shital Shah
,
Debadeepta Dey
,
Chris Lovett
,
Ashish Kapoor
AirSim: High-Fidelity Visual and Physical Simulation for Autonomous Vehicles.
CoRR
(2017)
Mike Roberts
,
Debadeepta Dey
,
Anh Truong
,
Sudipta N. Sinha
,
Shital Shah
,
Ashish Kapoor
,
Pat Hanrahan
,
Neel Joshi
Submodular Trajectory Optimization for Aerial 3D Scanning.
CoRR
(2017)
Shital Shah
,
Debadeepta Dey
,
Chris Lovett
,
Ashish Kapoor
AirSim: High-Fidelity Visual and Physical Simulation for Autonomous Vehicles.
FSR
(2017)
Ashish Kapoor
,
Debadeepta Dey
,
Shital Shah
Probabilistic Safety Programs.
CoRR
(2016)