Andrew Bond

Koç University
Istanbul, Turkey
I am a PhD student in the department of Computer Science and Engineering at Koç University. My thesis work relates to generative models for videos. I also do some work on mean-field analysis of machine learning algorithms.
My interests include machine learning models for video generation, editing, and understanding. Additionally, I am also interested in understanding many domains of mathematics and applying these domains to machine learning. These domains include Bayesian methods, convergence of probability measures and stochastic processes, and algebraic topology.
news
Jun 30, 2025 | My paper “TanDiT: Tangent-Plane Diffusion Transformer for High-Quality 360° Panorama Generation”, has been released on ArXiv at the following link: https://arxiv.org/abs/2506.21681. |
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Jun 26, 2025 | My paper “GaussianVideo: Efficient Video Representation via Hierarchical Gaussian Splatting”, done while an intern at Adobe Research, has been accepted to ICCV2025. |
Jan 10, 2025 | My paper “GaussianVideo: Efficient Video Representation via Hierarchical Gaussian Splatting”, done while an intern at Adobe Research, has been released on ArXiv at the following link: http://arxiv.org/abs/2501.04782. |
Dec 06, 2024 | I will be presenting my work “Exploring the Precise Dynamics of Single-Layer GAN Models: Leveraging Multi-Feature Discriminators for High-Dimensional Subspace Learning” at NeurIPS 2024 in Vancouver, Canada next week. |