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Po-Chien Luan

4 papers hereh-index 484 citations9 works total

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

author position
  • first author1
  • middle author3

Across the 4 of 4 papers where every author was matched, so the position is known.

fields
  • cs.CV4

identity via Semantic Scholar / OpenAlex

most citedMulti-Transmotion: Pre-trained Model for Human Motion Prediction

2 citations · 2 across the 2 of their papers we have counts for

collaborators

4 papers

cs.CV2025

Stable Video Infinity: Infinite-Length Video Generation with Error Recycling

Wuyang Li, Wentao Pan, Po-Chien Luan +2

We propose Stable Video Infinity (SVI) that is able to generate infinite-length videos with high temporal consistency, plausible scene transitions, and controllable streaming story…

cs.CV2025

OmniTraj: Pre-Training on Heterogeneous Data for Adaptive and Zero-Shot Human Trajectory Prediction

Yang Gao, Po-Chien Luan, Kaouther Messaoud +2

While large-scale pre-training has advanced human trajectory prediction, a critical challenge remains: zero-shot transfer to unseen dataset with varying temporal dynamics. State-of…

cs.CV2025

Unified Human Localization and Trajectory Prediction with Monocular Vision

Po-Chien Luan, Yang Gao, Celine Demonsant +1

Conventional human trajectory prediction models rely on clean curated data, requiring specialized equipment or manual labeling, which is often impractical for robotic applications.…

cs.CV2024★ 2 cited

Multi-Transmotion: Pre-trained Model for Human Motion Prediction

Yang Gao, Po-Chien Luan, Alexandre Alahi

The ability of intelligent systems to predict human behaviors is crucial, particularly in fields such as autonomous vehicle navigation and social robotics. However, the complexity…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.