4 citations · 4 across the 9 of their papers we have counts for
Showing 2024Show all
3 papers · 1 filter
cs.LG2024
Dataset Distillation for Offline Reinforcement Learning
Jonathan Light, Yuanzhe Liu, Ziniu Hu
Offline reinforcement learning often requires a quality dataset that we can train a policy on. However, in many situations, it is not possible to get such a dataset, nor is it easy…
cs.CV2024
PlantTracing: Tracing Arabidopsis Thaliana Apex with CenterTrack
Yuanzhe Liu, Yixiang Mao, Yao Wang
This work applies an encoder-decoder-based machine learning network to detect and track the motion and growth of the flowering stem apex of Arabidopsis Thaliana. Based on the Cente…
cs.SD2024★ 4 cited
Symbolic Music Generation with Non-Differentiable Rule Guided Diffusion
Yujia Huang, Adishree Ghatare, Yuanzhe Liu +6
We study the problem of symbolic music generation (e.g., generating piano rolls), with a technical focus on non-differentiable rule guidance. Musical rules are often expressed in s…