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researcher

Robert W. Sumner

2 papers hereh-index 130 citations3 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author1
  • last author1

Across the 2 of 2 papers where every author was matched, so the position is known.

fields
  • cs.CV1
  • cs.GR1
same name
  • Robert W. Sumner — 1 paper, h 3
  • Robert W. Sumner — 1 paper, h 2

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

works on
diffusion models 1human motion capture 1motion retargeting 1puppeteering 1quadruped animation 1virtual production 1

From the 1 of 2 linked papers with an AI index.

collaborators

2 papers

cs.GR2026

Two2Four: Generative Quadruped Puppeteering from Human Motion

Fatemeh Zargarbashi, Zehong Qiu, Dhruv Agrawal +4

The paper introduces a two-stage generative diffusion framework that automatically converts ordinary human motion into realistic, controllable quadruped animations for virtual prod…

cs.CV2026

VQ-Style: Disentangling Style and Content in Motion with Residual Quantized Representations

Fatemeh Zargarbashi, Dhruv Agrawal, Jakob Buhmann +3

Human motion data is inherently rich and complex, containing both semantic content and subtle stylistic features that are challenging to model. We propose a novel method for effect…

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