Ruoshi Liu
Assistant Professor
Studies 3D computer vision and robot learning, including generative models for novel-view synthesis and manipulation.
Ruoshi Liu's lab at UMD works on 3D vision & neural rendering, image & video generation and manipulation & robot learning. 14 papers since 2023, 14 at top venues, mostly CVPR and ECCV. 3 PhD students.
At a glance
- papers, 2023–2026
- 4/ year
- at T1 venues
- 100%
- PhD students
- 3
- MS students
- 0
- alumni listed
- —
Papers by yearfrom the lab homepage, 2023–2026
- 0 papers2026 · T1 0 · collecting
- 1 papers2025 · T1 1
- 8 papers2024 · T1 8
- 5 papers2023 · T1 5
T1 venuesOtherVenues: CVPR, ECCV, CoRL, ICCV, ICLR
Research focuspaper titles that use each topic's words
- Manipulation & robot learning6 papers
- 3D vision & neural rendering3 papers
- Image & video generation2 papers
- synthesis1 paper
- robot learning0 papers
Paper list
From the lab homepage.
20251 paper
20248 papers
- ECCV (T1)Controlling the World by Sleight of Hand (opens in a new tab)
- CoRL (T1)Differentiable Robot Rendering (opens in a new tab)
- CoRL (T1)Dreamitate: Real-World Visuomotor Policy Learning via Video Generation (opens in a new tab)
- ECCV (T1)EraseDraw: Learning to Draw Step-by-Step via Erasing Objects from Images (opens in a new tab)
- ECCV (T1)Generative Camera Dolly: Extreme Monocular Dynamic Novel View Synthesis (opens in a new tab)
- CVPR (T1)GES: Generalized Exponential Splatting for Efficient Radiance Field Rendering (opens in a new tab)
- CVPR (T1)pix2gestalt: Amodal Segmentation by Synthesizing Wholes (opens in a new tab)
- ICLR (T1)Sin3DM: Learning a Diffusion Model from a Single 3D Textured Shape (opens in a new tab)
20235 papers
- CVPR (T1)Humans as Light Bulbs: 3D Human Reconstruction from Thermal Reflection (opens in a new tab)
- ICCV (T1)Landscape Learning for Neural Network Inversion (opens in a new tab)
- NeurIPS (T1)Objaverse-XL: A Colossal Universe of 3D Objects (opens in a new tab)
- CVPR (T1)What You Can Reconstruct from a Shadow (opens in a new tab)
- ICCV (T1)Zero-1-to-3: Zero-shot One Image to 3D Object (opens in a new tab)
Where alumni went
Alumni are not listed on the lab homepage.
Apply to UMDFall 2027
Not announced yet
UMD Computer Science PhD
- Round
- Single round
- Opens
- —
- GRE
- See program page
- English
- See program page
- Fee
- See program page
Not yet confirmed for this intake.
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Your notes
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Data
Some numbers could not be verified:
- The alumni list could not be found on the lab site.
- Collected
- Verified
- Papers
- The lab homepage
- Members
- Lab homepage
- Alumni
- Not collected
Tiers are venue classifications, not lab rankings.