Shantanu Gupta
8 papers · 2021–2024 · 7 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (15) π£ Hot Topic Early Bird π Keyword Champion (3)
π
Renaissance Researcher
(5)
Top co-authors
Research topics
Artificial Intelligence
(5)
Machine Learning
(4)
Core AI
(4)
Computer Vision
(2)
Knowledge & Reasoning
(2)
Analysis
(2)
Learning Types
(2)
Optimization & Theory
(2)
Processing
(2)
Reasoning
(2)
Data Science & Analytics
(1)
Deep Learning
(1)
Healthcare & Medicine
(1)
Application Areas
(1)
Applications
(1)
Keywords
average treatment effect
(3)
causal inference
(3)
single-photon sensor
(2)
treatment effect
(2)
motion estimation
(1)
causal effect estimation
(1)
single-photon imaging
(1)
edge detection
(1)
data fusion
(1)
feedback loop
(1)
online estimation
(1)
recommender system
(1)
causal graph
(1)
exposure bia
(1)
independence test
(1)
markov equivalence class
(1)
pc algorithm
(1)
data source selection
(1)
dynamic range
(1)
time-resolved imaging
(1)
Papers
Local Discovery by Partitioning: Polynomial-Time Causal Discovery Around Exposure-Outcome Pairs
UAI 2024
Photon Inhibition for Energy-Efficient Single-Photon Imaging
ECCV 2024
Eulerian Single-Photon Vision
ICCV 2023
Local Causal Discovery for Estimating Causal Effects
CLeaR 2023
Correcting Exposure Bias for Link Recommendation
ICML 2021
Efficient Online Estimation of Causal Effects by Deciding What to Observe
NeurIPS 2021
Estimating treatment effects with observed confounders and mediators
UAI 2021
Passive Inter-Photon Imaging
CVPR 2021