Shantanu Gupta
8 papers · 2021–2024 · 7 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (7) π Renaissance Researcher (7) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (15) π§ Keyword Pioneer
π£
Hot Topic Early Bird
π
Cross-Pollinator
(15)
Conferences
UAI (2)
CLEAR (1)
CVPR (1)
ECCV (1)
ICCV (1)
ICML (1)
NIPS (1)
Top co-authors
Keywords
treatment effect
(2)
average treatment effect
(2)
single-photon sensor
(2)
causal inference
(2)
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)
markov equivalence class
(1)
pc algorithm
(1)
data source selection
(1)
dynamic range
(1)
time-resolved imaging
(1)
high dynamic range imaging
(1)
single-photon avalanche diode
(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
Efficient Online Estimation of Causal Effects by Deciding What to Observe
NIPS 2021
Correcting Exposure Bias for Link Recommendation
ICML 2021
Estimating treatment effects with observed confounders and mediators
UAI 2021
Passive Inter-Photon Imaging
CVPR 2021