Jarrid Rector-Brooks
11 papers · 2019–2025 · 4 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (25) π Conference Polyglot Β· Bronze π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Bronze π£ Hot Topic Early Bird
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Keyword Pioneer
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Triple Crown
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Grand Slam
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Conference Pioneer
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Prolific Year Β· Productive
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Century Club Β· Bronze
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Venues
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Research topics
Machine Learning
(10)
Deep Learning
(9)
Models
(9)
Learning Types
(7)
Optimization & Theory
(6)
Artificial Intelligence
(5)
Mathematics & Optimization
(3)
Core Methods
(3)
Learning Paradigms
(3)
Optimization
(3)
Healthcare & Medicine
(2)
Bayesian & Probabilistic
(2)
Core AI
(2)
Research
(2)
Reinforcement Learning
(1)
Keywords
generative model
(4)
generative flow network
(3)
diffusion model
(3)
protein design
(2)
active learning
(2)
reinforcement learning from human feedback
(2)
protein language model
(2)
amortized inference
(2)
flow matching
(2)
variational inference
(2)
reinforcement learning
(2)
score matching
(1)
text-to-image generation
(1)
projection-free optimization
(1)
protein sequence
(1)
epistemic uncertainty
(1)
posterior inference
(1)
energy function
(1)
multi-objective optimization
(1)
constrained optimization
(1)
Papers
Adaptive teachers for amortized samplers
ICLR 2025
Steering Masked Discrete Diffusion Models via Discrete Denoising Posterior Prediction
ICLR 2025
Amortizing intractable inference in diffusion models for vision, language, and control
NeurIPS 2024
Improved off-policy training of diffusion samplers
NeurIPS 2024
Iterated Denoising Energy Matching for Sampling from Boltzmann Densities
ICML 2024
SE(3)-Stochastic Flow Matching for Protein Backbone Generation
ICLR 2024
Sequence-Augmented SE(3)-Flow Matching For Conditional Protein Generation
NeurIPS 2024
Learning GFlowNets From Partial Episodes For Improved Convergence And Stability
ICML 2023
Multi-Objective GFlowNets
ICML 2023
Biological Sequence Design with GFlowNets
ICML 2022
Revisiting Projection-Free Optimization for Strongly Convex Constraint Sets
AAAI 2019