Siddarth Venkatraman
4 papers · 2023–2025 · 3 conferences · across top CS/AI conferences
Achievements
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Interdisciplinary Bridge
π§
Keyword Pioneer
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Conference Polyglot
(3)
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Cross-Pollinator
(11)
πΊοΈ
Taxonomy Completionist
(15)
Conferences
ICML (2)
ICLR (1)
NIPS (1)
Top co-authors
Keywords
offline reinforcement learning
(2)
reinforcement learning
(1)
variational inference
(1)
text-to-image generation
(1)
posterior inference
(1)
temporal abstraction
(1)
generative model
(1)
diffusion model
(1)
skill learning
(1)
world model
(1)
score-based model
(1)
amortized sampling
(1)
score-based prior
(1)
model-based planning
(1)
relative trajectory balance
(1)
Papers
Outsourced Diffusion Sampling: Efficient Posterior Inference in Latent Spaces of Generative Models
ICML 2025
Amortizing intractable inference in diffusion models for vision, language, and control
NIPS 2024
Reasoning with Latent Diffusion in Offline Reinforcement Learning
ICLR 2024
Learning Temporally AbstractWorld Models without Online Experimentation
ICML 2023