kitsunetic / dfusion Goto Github PK

As enthusiastic AI research student, I enjoy developing code that brings ideas to life, enhancing performance and efficiency.

I specialize in deep learning, with a particular focus on computer vision tasks. Recently, I have developed interests in Gaussian Splatting, 3D generative models, and multi-modal learning.

I am proficient in Python and PyTorch, and have solid understanding of Linux systems, Docker, CUDA, and Triton.

• DITTO: Dual and Integrated Latent Topologies for Implicit 3D Reconstruction, CVPR 2024 (first author)
• ContactGen: Contact-Guided Interactive 3D Human Generation for Partners, AAAI 2024 (second author)
• SDF-Diffusion: Diffusion-Based Signed Distance Fields for 3D Shape Generation, CVPR 2023 (first author)

I'm enjoying utilizing AI for real-world applications through AI challenges.

I reached total 4th place (highest record) from 77,242 players of DACON (a Korean community similar to Kaggle).

Please refer my homepage for more details.