Adji Bousso Dieng
10 papers · 2017–2025 · 4 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (28) π Conference Polyglot Β· Bronze π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
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Topic Evolution
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Keyword Champion
(2)
ποΈ
Keyword Collector
(57)
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Century Club Β· Bronze
Venues
Top co-authors
Research topics
Keywords
variational inference
(3)
diversity metric
(2)
marginal likelihood
(2)
image generation
(2)
markov chain monte carlo
(2)
non-convex optimization
(1)
trajectory prediction
(1)
representation learning
(1)
multimodal learning
(1)
language modeling
(1)
benchmark evaluation
(1)
text-to-image generation
(1)
kl divergence
(1)
gradient descent
(1)
posterior distribution
(1)
stochastic gradient descent
(1)
trajectory optimization
(1)
experimental design
(1)
markov chain
(1)
stochastic gradient
(1)
Papers
Behavior-Inspired Neural Networks for Relational Inference
AISTATS 2025
DiffuSolve: Diffusion-based Solver for Non-convex Trajectory Optimization
L4DC 2025
Beyond Aesthetics: Cultural Competence in Text-to-Image Models
NeurIPS 2024
Cousins Of The Vendi Score: A Family Of Similarity-Based Diversity Metrics For Science And Machine Learning
AISTATS 2024
Quality-Weighted Vendi Scores And Their Application To Diverse Experimental Design
ICML 2024
Markov Chain Score Ascent: A Unifying Framework of Variational Inference with Markovian Gradients
NeurIPS 2022
Consistency Regularization for Variational Auto-Encoders
NeurIPS 2021
Augment and Reduce: Stochastic Inference for Large Categorical Distributions
ICML 2018
Noisin: Unbiased Regularization for Recurrent Neural Networks
ICML 2018
Variational Inference via Ο Upper Bound Minimization
NeurIPS 2017