Pablo Lemos
8 papers · 2023–2025 · 3 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (3) π Interdisciplinary Bridge π§ Keyword Pioneer πΊοΈ Taxonomy Completionist (21) π Cross-Pollinator (13)
π
Renaissance Researcher
(5)
β‘
Prolific Year
(5)
Conferences
ICML (4)
NIPS (3)
ICLR (1)
Top co-authors
Keywords
variational inference
(3)
diffusion model
(2)
amortized inference
(2)
posterior inference
(2)
generative flow network
(2)
generative model
(2)
reinforcement learning from human feedback
(1)
markov chain monte carlo
(1)
parameter inference
(1)
protein design
(1)
continuous state space
(1)
energy function
(1)
simulation-based inference
(1)
energy-based model
(1)
replay buffer
(1)
off-policy training
(1)
sampling method
(1)
protein language model
(1)
score-based model
(1)
amortized sampling
(1)
Papers
PQMass: Probabilistic Assessment of the Quality of Generative Models using Probability Mass Estimation
ICLR 2025
Amortizing intractable inference in diffusion models for vision, language, and control
NIPS 2024
Improved off-policy training of diffusion samplers
NIPS 2024
Sequence-Augmented SE(3)-Flow Matching For Conditional Protein Generation
NIPS 2024
Iterated Denoising Energy Matching for Sampling from Boltzmann Densities
ICML 2024
Improving Gradient-Guided Nested Sampling for Posterior Inference
ICML 2024
A theory of continuous generative flow networks
ICML 2023
Sampling-Based Accuracy Testing of Posterior Estimators for General Inference
ICML 2023