Donny Y. Chen

@donydchen

Researcher at ByteDance Seed (Singapore) I Previously PhD @MonashUni | Working on 3D Vision | ALL VIEWS ARE SOLELY HIS OWN.

Singapore

donydchen.github.io

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Donny Y. Chen
@donydchen
Jun 24, 2025
Had a fantastic experience working with Chuanxia as his co-supervised PhD student. I highly recommend joining his Physical Vision Group (physicalvision.github.io) at NTU Singapore, and I believe it will be an inspiring place to grow as a researcher!
Chuanxia Zheng
@ChuanxiaZ
Jun 24, 2025
After two amazing years with @Oxford_VGG, I will be joining @NTUsg as a Nanyang Assistant Professor in Fall 2025! I’ll be leading the Physical Vision Group (physicalvision.github.io) — and we're hiring for next year!🚀 If you're passionate about vision or AI, get in touch!
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Donny Y. Chen
@donydchen
Jun 9, 2025
Thanks Zhenjun for sharing. Our PM-Loss tackles low geometry quality in feed-forward 3DGS caused by "discontinuity" in predicted depth, and features a plug-and-play training loss that leverages geometry priors from pointmap-based models like VGGT. More at aim-uofa.github.io/PMLoss
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Zhenjun Zhao
@zhenjun_zhao
Jun 8, 2025
Revisiting Depth Representations for Feed-Forward 3D Gaussian Splatting @Duochao_Shi, @wjwang2003, @donydchen, Zeyu Zhang, Jia-Wang Bian, @supremeZhuang, @chunhua_shen tl;dr: pre-trained 3D reconstruction models->pointmaps->geometry prior->loss arxiv.org/abs/2506.05327
Donny Y. Chen
@donydchen
Jun 2, 2025
ZPressor, an architecture-agnostic module that enables existing feed-forward #3DGS models to effectively handle dense input views (up to 100 on an 80G GPU). More at: lhmd.top/zpressor/
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Weijie Wang
@wjwang2003
May 30, 2025
🚀 We're excited to introduce ZPressor, a bottleneck-aware compression module for scalable feed-forward 3DGS. Existing feed-forward 3DGS models struggle with dense views, facing performance drops & massive redundancy. ZPressor leverages Information Bottleneck Theory to compress
Donny Y. Chen
@donydchen
Dec 12, 2024
Fantastic dinner @theworldlabs, glad to meet so many nice people around.
Rajko Radovanović
@rajko_rad
Dec 12, 2024
❤️ @theworldlabs cc @chlassner @drfeifei @donydchen @venturetwins
Donny Y. Chen
@donydchen
Oct 2, 2022
Well summarised, thanks for the hard work! Glad to share that me and @QianyiWu7 have managed to make our contributions to such a fast developing community. More details please refer to Sem2NeRF(donydchen.github.io/sem2nerf/) and ObjectSDF(wuqianyi.top/objectsdf/).
Mark Boss
@markb_boss
Oct 1, 2022
As #ECCV2022 is approaching rapidly, I wanted to find all @neural_fields related papers. I've compiled my gatherings in another post of (hopefully) all NeRFy papers. Feel free to message me about anything I have missed :) markboss.me/post/nerf_at_e…