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Tomas Geffner — most-cited papers & profile · Generative Models
← authors
·
overview
Tomas Geffner
13
papers ·
23
citations ·
5
h-index
University of Massachusetts Amherst
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Using Large Ensembles of Control Variates for Variational Inference
2018 · 10 citations
Approximation Based Variance Reduction for Reparameterization Gradients
2020 · 2 citations
MCMC Variational Inference via Uncorrected Hamiltonian Annealing
2021 · 2 citations
Energy-Based Diffusion Language Models for Text Generation
2024 · 1 citations
DiLaDiff: Distilled Latent-Augmented Diffusion for Language Modeling
2026
Variational Inference with Locally Enhanced Bounds for Hierarchical Models
2022
Langevin Diffusion Variational Inference
2022
Joint control variate for faster black-box variational inference
2022
Top co-authors
Justin Domke
· 6
Karsten Kreis
· 2
Ante Juki\'c
· 1
Arash Vahdat
· 1
Arash Vahdat
· 1
Jean-Marie Lemercier
· 1
Jure Leskovec
· 1
Minkai Xu
· 1
Morteza Mardani
· 1
Stefano Ermon
· 1
Weili Nie
· 1
Xi Wang
· 1
Topics
Training & Sampling
stat.AP
Diffusion Models
stat.ML
stat.TH
cs.NA
math.OC
math.ST
Conditioning & Control
Audio Generation