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cs.LG2023★ 29 cited
One Transformer Fits All Distributions in Multi-Modal Diffusion at Scale
Fan Bao, Shen Nie, Kaiwen Xue +7
This paper proposes a unified diffusion framework (dubbed UniDiffuser) to fit all distributions relevant to a set of multi-modal data in one model. Our key insight is -- learning d…
cs.LG2021
Hindsight Reward Tweaking via Conditional Deep Reinforcement Learning
Ning Wei, Jiahua Liang, Di Xie +1
Designing optimal reward functions has been desired but extremely difficult in reinforcement learning (RL). When it comes to modern complex tasks, sophisticated reward functions ar…