Adji Bousso Dieng
10 papers · 2017–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π§ Keyword Pioneer πΊοΈ Taxonomy Completionist (23) π Interdisciplinary Bridge π Conference Polyglot (4)
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Academic Marathon
(8)
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Cross-Pollinator
(13)
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Century Club
(10)
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Trend Setter
Conferences
NIPS (4)
ICML (3)
AISTATS (2)
L4DC (1)
Top co-authors
Keywords
variational inference
(3)
marginal likelihood
(2)
image generation
(2)
markov chain monte carlo
(2)
benchmark evaluation
(1)
kl divergence
(1)
language modeling
(1)
multimodal learning
(1)
text-to-image generation
(1)
posterior distribution
(1)
gradient descent
(1)
markov chain
(1)
model evidence
(1)
stochastic variational inference
(1)
generative model
(1)
latent representation
(1)
recurrent neural network
(1)
benchmark dataset
(1)
variational autoencoder
(1)
consistency regularization
(1)
Papers
DiffuSolve: Diffusion-based Solver for Non-convex Trajectory Optimization
L4DC 2025
Behavior-Inspired Neural Networks for Relational Inference
AISTATS 2025
Quality-Weighted Vendi Scores And Their Application To Diverse Experimental Design
ICML 2024
Beyond Aesthetics: Cultural Competence in Text-to-Image Models
NIPS 2024
Cousins Of The Vendi Score: A Family Of Similarity-Based Diversity Metrics For Science And Machine Learning
AISTATS 2024
Markov Chain Score Ascent: A Unifying Framework of Variational Inference with Markovian Gradients
NIPS 2022
Consistency Regularization for Variational Auto-Encoders
NIPS 2021
Augment and Reduce: Stochastic Inference for Large Categorical Distributions
ICML 2018
Noisin: Unbiased Regularization for Recurrent Neural Networks
ICML 2018
Variational Inference via $\chi$ Upper Bound Minimization
NIPS 2017