Hello 👋, I'm Gabriel (Jiahui) Huang

I’m a Research Scientist/Engineer at Adobe Research, working on topics related to video processing and editing.

I live in the beautiful city of Vancouver, Canada 🇨🇦, where I previously received my Master’s degree from UBC under Leonid Sigal.

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Publications

Seurat: From Moving Points to Depth

Seurat: From Moving Points to Depth

Seokju Cho, Jiahui Huang, Seungryong Kim, Joon Young Lee
CVPR, 2025 Highlight

Inferring depth from point trajectories

Project Page Paper Code
Exploring Temporally-Aware Features for Point Tracking

Exploring Temporally-Aware Features for Point Tracking

Inès Hyeonsu Kim, Seokju Cho, Jiahui Huang, Jung Yi, Joon Young Lee, Seungryong Kim
CVPR, 2025

A feature backbone for point tracking with built-in temporal awareness

Project Page Paper Code
MotionCanvas: Cinematic Shot Design with Controllable Image-to-Video Generation

MotionCanvas: Cinematic Shot Design with Controllable Image-to-Video Generation

Jinbo Xing, Long Mai, Cusuh Ham, Jiahui Huang, Aniruddha Mahapatra, Chi-Wing Fu, Tien-Tsin Wong, Feng Liu
SIGGRAPH, 2025

A model that integrates user-driven controls into image-to-video (I2V) generation models

Project Page Paper
LocoTrack: Local All-Pair Correspondence for Point Tracking

LocoTrack: Local All-Pair Correspondence for Point Tracking

Seokju Cho, Jiahui Huang, Jisu Nam, Honggyu An, Seungryong Kim, Joon Young Lee
ECCV, 2024

A highly accurate and efficient model for point tracking.

Project Page Paper Code
FlowTrack: Revisiting Optical Flow for Long-Range Dense Tracking

FlowTrack: Revisiting Optical Flow for Long-Range Dense Tracking

Seokju Cho, Jiahui Huang, Seungryong Kim, Joon Young Lee
CVPR, 2024

Dense point tracking on long-range videos.

Paper
INVE: Interactive Neural Video Editing

INVE: Interactive Neural Video Editing

Jiahui Huang, Leonid Sigal, Kwang Moo Yi, Oliver Wang, Joon Young Lee
CGI, 2023

A real-time video editing pipeline via edits propagation.

Project Page Paper
Layered Controllable Video Generation

Layered Controllable Video Generation

Jiahui Huang, Yuhe Jin, Kwang Moo Yi, Leonid Sigal
ECCV, 2022 Oral

Using masks to control the generation of videos.

Project Page Paper Code

Single Image Video Prediction with Auto-Regressive GANs

Jiahui Huang, Yew Ken Chia, Samson Yu, Kevin Yee, Dennis Küster, Eva G Krumhuber, Dorien Herremans, Gemma Roig
Sensors, Volume 22

Animating facial expressions using GANs in an auto-regressive fashion.

Paper Code

Duality diagram similarity: a generic framework for initialization selection in task transfer learning

Kshitij Dwivedi, Jiahui Huang, Gemma Roig
ECCV, 2020

A metric that measures the similarity between neural networks.

Paper Code

Deep Anchored Convolutional Neural Networks

Jiahui Huang, Kshitij Dwivedi, Gemma Roig
CVPR Workshops, 2019 Oral

A highly efficitn neural network architecture that reuses weights from different layres.

Paper Code

Highlight Projects