Priyank Jaini
15 papers · 2016–2026 · 6 conferences · across top CS/AI conferences
Achievements
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π Academic Marathon (10) π Interdisciplinary Bridge π Conference Polyglot (6) π§ Keyword Pioneer π Cross-Pollinator (7)
πΊοΈ
Taxonomy Completionist
(32)
π
Interdisciplinary Bridge
π§
Keyword Pioneer
π
Conference Pioneer
β
The Questioner
π
Trend Setter
ποΈ
Keyword Collector
(63)
π
Century Club
(15)
Conferences
NIPS (6)
ICML (4)
PGM (2)
AISTATS (1)
ICLR (1)
WACV (1)
Top co-authors
Keywords
normalizing flow
(6)
density estimation
(4)
generative model
(3)
sum-product network
(3)
variational inference
(2)
diffusion model
(2)
bayesian inference
(1)
markov chain monte carlo
(1)
benchmark evaluation
(1)
tensor decomposition
(1)
text-to-image generation
(1)
variable decomposition
(1)
contrastive divergence
(1)
likelihood estimation
(1)
probabilistic modeling
(1)
stochastic optimal control
(1)
discrete sampling
(1)
video generation
(1)
graph structure learning
(1)
conditional density
(1)
Papers
Do Generative Video Models Understand Physical Principles?
WACV 2026
Towards flexible perception with visual memory
ICML 2025
Intriguing Properties of Generative Classifiers
ICLR 2024
Text-to-Image Diffusion Models are Zero Shot Classifiers
NIPS 2023
Stochastic Optimal Control for Collective Variable Free Sampling of Molecular Transition Paths
NIPS 2023
Self Normalizing Flows
ICML 2021
Sampling in Combinatorial Spaces with SurVAE Flow Augmented MCMC
AISTATS 2021
Learning Equivariant Energy Based Models with Equivariant Stein Variational Gradient Descent
NIPS 2021
Argmax Flows and Multinomial Diffusion: Learning Categorical Distributions
NIPS 2021
SurVAE Flows: Surjections to Bridge the Gap between VAEs and Flows
NIPS 2020
Tails of Lipschitz Triangular Flows
ICML 2020
Sum-of-Squares Polynomial Flow
ICML 2019
Prometheus : Directly Learning Acyclic Directed Graph Structures for Sum-Product Networks
PGM 2018
Deep Homogeneous Mixture Models: Representation, Separation, and Approximation
NIPS 2018
Online Algorithms for Sum-Product Networks with Continuous Variables
PGM 2016