Adam Scibior
8 papers · 2016–2024 · 5 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓+5 more ↓ Show less ↑
π Conference Polyglot (5) π Academic Marathon (8) π£ Hot Topic Early Bird π Cross-Pollinator (15) π Renaissance Researcher (5)
π
Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(17)
π§
Keyword Pioneer
π₯
Unstoppable
(5)
π
Trend Setter
Conferences
ICML (2)
NIPS (2)
UAI (2)
AISTATS (1)
ICLR (1)
Top co-authors
Keywords
probabilistic programming
(2)
amortized inference
(2)
variational inference
(1)
policy gradient
(1)
trajectory prediction
(1)
policy learning
(1)
trajectory forecasting
(1)
time series
(1)
importance sampling
(1)
posterior inference
(1)
variance reduction
(1)
stochastic process
(1)
kernel mean embedding
(1)
random variable
(1)
generative model
(1)
diffusion model
(1)
latent variable
(1)
autonomous vehicle
(1)
behavioral cloning
(1)
rejection sampling
(1)
Papers
Nearest Neighbour Score Estimators for Diffusion Generative Models
ICML 2024
A Diffusion-Model of Joint Interactive Navigation
NIPS 2023
Critic Sequential Monte Carlo
ICLR 2023
Amortized Rejection Sampling in Universal Probabilistic Programming
AISTATS 2022
Probabilistic surrogate networks for simulators with unbounded randomness
UAI 2022
Robust Asymmetric Learning in POMDPs
ICML 2021
Semi-supervised Sequential Generative Models
UAI 2020
Consistent Kernel Mean Estimation for Functions of Random Variables
NIPS 2016