Hai Pham

Hai Pham

Spatial Intelligence or die trying.


09/25 –
MVA
MSc. in the Mathématiques, Vision, Apprentissage (MVA) program at École Normale Supérieure Paris–Saclay. Also researching how to improve spatial reasoning for VLMs with Shizhe Chen and Cordelia Schmid.
04/25 –
08/25
Qualcomm AI Research
Research Intern at Qualcomm AI Research, working on efficient 3D generation with diffusion transformers — including SharpDepth (CVPR 2025), which sharpens metric depth boundaries. Featured in a Qualcomm blog post.
09/23 –
03/25
VinAI
Research at VinAI Research, supervised by Rang Nguyen, on making 3D scene understanding more label-efficient and robust to real-world data. Collaborated with Binh-Son Hua, Phong Nguyen, and Khoi Nguyen. This led to semantic scene completion work at AAAI 2025 and a multi-view occupancy challenge entry.
bio

I work on spatial intelligence — how models perceive and reason about 3D space — across 3D scene understanding, metric depth, and vision-language models. Currently an MSc student in the MVA program at ENS Paris–Saclay.

publications
SharpDepth
SharpDepth: Sharpening Metric Depth Predictions Using Diffusion Distillation
CVPR 2025
Duc-Hai Pham*, Tung Do*, Phong Nguyen, Binh-Son Hua, Khoi Nguyen, Rang Nguyen
Semi-supervised SSC
Semi-supervised 3D Semantic Scene Completion with 2D Vision Foundation Model Guidance
AAAI 2025
Duc-Hai Pham, Tuan Ho, Duc Dung Nguyen, Anh Pham, Phong Nguyen, Khoi Nguyen, Rang Nguyen

Also on Google Scholar for the canonical, auto-updated list.

pet projects

Smaller experiments on the side.

SwiftPolicy
SwiftPolicy — score distillation on diffusion policies for visuomotor control, built for the MVA robotics course with Ianis Hammani.
Occupancy
3D Semantic Occupancy from Surrounding View Images — a CVPR 2023 3D Occupancy Prediction Challenge entry with Tuan Ngo, Tuan Ho, Khoi Nguyen, and Rang Nguyen. We predicted voxel semantics from multi-view images and ranked 16 / ~200 teams — at the time, the highest-ranked team from Southeast Asia on the leaderboard. See the challenge site.
blogging

Notes to myself, mostly. Interested employers are welcome to read to find sth intersting about me

amateur Gaussian Splatting

In my free-time, I also do some casual splatting. Check them out here.