Francisco Vargas
11 papers · 2019–2025 · 6 conferences · across top CS/AI conferences
Achievements
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π§ Keyword Pioneer π Cross-Pollinator (11) π Renaissance Researcher (6) πΊοΈ Taxonomy Completionist (23) π Interdisciplinary Bridge
π
Conference Polyglot
(6)
π
Academic Marathon
(6)
π
Triple Crown
β‘
Prolific Year
(5)
π
Century Club
(11)
Conferences
ICLR (3)
ICML (3)
EMNLP (2)
ACL (1)
NIPS (1)
UAI (1)
Top co-authors
Keywords
generative model
(2)
kernel methods
(2)
gender bia
(2)
bayesian inference
(1)
matrix factorization
(1)
kernel principal component analysis
(1)
image reconstruction
(1)
conditional generation
(1)
bayesian model comparison
(1)
semantic similarity
(1)
latent variable model
(1)
diffusion model
(1)
inverse problem
(1)
bias mitigation
(1)
parameter efficient fine-tuning
(1)
concept erasure
(1)
word embedding
(1)
information criterion
(1)
linear subspace
(1)
word representation
(1)
Papers
NMA-tune: Generating Highly Designable and Dynamics Aware Protein Backbones
ICML 2025
To smooth a cloud or to pin it down: Expressiveness guarantees and insights on score matching in denoising diffusion models
UAI 2024
Dynamics-Informed Protein Design with Structure Conditioning
ICLR 2024
Transport meets Variational Inference: Controlled Monte Carlo Diffusions
ICLR 2024
Beyond ELBOs: A Large-Scale Evaluation of Variational Methods for Sampling
ICML 2024
DEFT: Efficient Fine-tuning of Diffusion Models by Learning the Generalised $h$-transform
NIPS 2024
Denoising Diffusion Samplers
ICLR 2023
Adversarial Concept Erasure in Kernel Space
EMNLP 2022
Exploring the Linear Subspace Hypothesis in Gender Bias Mitigation
EMNLP 2020
Multilingual Factor Analysis
ACL 2019
Model Comparison for Semantic Grouping
ICML 2019