publications

publications by categories in reversed chronological order. generated by jekyll-scholar.

2026

  1. Effective Covariance Dynamics in Solvable High-Dimensional GANs
    Andrew Bond, and Zafer Doğan
    2026
    Under review at ACML 2026 Journal Track
    arXiv
  2. Beyond Gaussian Bottlenecks: Topologically Aligned Encoding of Vision-Transformer Feature Spaces
    Andrew Bond, Ilkin Umut Melanlioglu , Erkut Erdem, and 1 more author
    arXiv preprint arXiv:2604.28122, 2026
    Under review at NeurIPS 2026, reduced version accepted at ECCV 2026 Beyond Euclidean Workshop
    arXiv
  3. High-Dimensional Dynamics of Mixture-of-Experts: Phase Transitions, Routing, and Specialization
    Andrew Bond, Samet Demir, and Zafer Doğan
    2026
    Under review at NeurIPS 2026
  4. Task-Induced Riemannian Metrics for Vision Transformer Feature Spaces
    Andrew Bond, Ege Erdem Özlü, Tuna Çimen, and 4 more authors
    2026
    Under review at NeurIPS 2026. Done in collaboration with Imperial College London (Tolga Birdal).

2025

  1. TanDiT: Tangent-Plane Diffusion Transformer for High-Quality 360° Panorama Generation
    Hakan Çapuk, Andrew Bond, Muhammed Burak Kızıl, and 3 more authors
    2025
    arXiv Website
  2. GaussianVideo: Efficient Video Representation via Hierarchical Gaussian Splatting
    Andrew Bond , Jui-Hsien Wang, Long Mai, and 2 more authors
    International Conference on Computer Vision (ICCV), 2025
    Done while an intern at Adobe Research.
    arXiv Website

2024

  1. Exploring the Precise Dynamics of Single-Layer GAN Models: Leveraging Multi-Feature Discriminators for High-Dimensional Subspace Learning
    Andrew Bond, and Zafer Dogan
    Neural Information Processing Systems (NeurIPS), 2024
    arXiv Code

2023

  1. VidStyleODE: Disentangled Video Editing via StyleGAN and NeuralODEs
    Moayed Haji Ali, Andrew Bond, Tolga Birdal, and 4 more authors
    IEEE/CVF International Conference on Computer Vision (ICCV), 2023
    arXiv Code Website
  2. GECTurk: Grammatical Error Correction and Detection Dataset for Turkish
    Atakan Kara, Farrin Marouf Sofian, Andrew Bond, and 1 more author
    In International Joint Conference on Natural Language Processing, 2023
    arXiv Code