Shital Shah
7 papers · 2017–2023 · 6 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (13) π Conference Polyglot Β· Silver
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Conference Pioneer
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Renaissance Researcher
(5)
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Trend Setter
Top co-authors
Research topics
Machine Learning
(4)
Artificial Intelligence
(2)
Computer Vision
(2)
Application Areas
(2)
Core AI Β· Artificial Intelligence
(2)
Data Science & Analytics
(1)
Deep Learning
(1)
Natural Language Processing
(1)
Reinforcement Learning
(1)
Analysis
(1)
Applications Β· Data Science & Analytics
(1)
Applications Β· Reinforcement Learning
(1)
Architectures
(1)
Core AI Β· Computer Vision
(1)
Core Methods
(1)
Keywords
object detection
(2)
autoregressive transformer
(1)
domain adaptation
(1)
curriculum learning
(1)
neural architecture search
(1)
object tracking
(1)
efficient computing
(1)
model debugging
(1)
safe reinforcement learning
(1)
language model
(1)
synthetic data
(1)
autonomous agent
(1)
thermal imaging
(1)
visual attribute
(1)
unmanned aerial vehicle
(1)
faster r-cnn
(1)
error analysis
(1)
robust model
(1)
failure mode
(1)
robust feature extraction
(1)
Papers
Small Character Models Match Large Word Models for Autocomplete Under Memory Constraints
ACL 2023
LiteTransformerSearch: Training-free Neural Architecture Search for Efficient Language Models
NeurIPS 2022
Understanding Failures of Deep Networks via Robust Feature Extraction
CVPR 2021
BIRDSAI: A Dataset for Detection and Tracking in Aerial Thermal Infrared Videos
WACV 2020
Safe Reinforcement Learning via Curriculum Induction
NeurIPS 2020
Near Real-Time Detection of Poachers from Drones in AirSim
IJCAI 2018
Submodular Trajectory Optimization for Aerial 3D Scanning
ICCV 2017