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@cvml-illinois

CVML Group @ Illinois

Computer Vision and Machine Learning Group, University of Illinois Urbana-Champaign
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vision.ischool.illinois.edu

School of Information Sciences, University of Illinois Urbana-Champaign

This is the official GitHub account for the Computer Vision and Machine Learning Group at the University of Illinois Urbana-Champaign. We study a wide range of problems in visual understanding, data-efficient learning, and intelligent perception. Our research addresses fundamental challenges in computer vision, machine learning, and multimodal learning, while also exploring real-world applications across domains such as healthcare and interactive systems.

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  1. FreeOrbit4D FreeOrbit4D Public

    Forked from VVeiCao/FreeOrbit4D

    [SIGGRAPH 2026 Conference] FreeOrbit4D: Training-free Arbitrary Camera Redirection for Monocular Videos via Foreground-Complete 4D Reconstruction

    Python

  2. Perturbed-Gaussian-Ensemble Perturbed-Gaussian-Ensemble Public

    Forked from yulunwu0108/Perturbed-Gaussian-Ensemble

    [ECCV 2026] Active View Selection with Perturbed Gaussian Ensemble for Tomographic Reconstruction

    Python

  3. Large-Multimodal-Models-Continual-Learning Large-Multimodal-Models-Continual-Learning Public

    Forked from jessemelpolio/LMM_CL

    [ECCV 2026 Oral] How to Teach Large Multimodal Models New Skills?

    Python

  4. MetaPEFT MetaPEFT Public

    Forked from doem97/metalora

    [CVPR 2025 Highlight] Meta-Learning Hyperparameters for Parameter-Efficient Fine-Tuning

    Python

  5. 3D-Diffusion-Style-Transfer 3D-Diffusion-Style-Transfer Public

    Forked from wufeim/DST3D

    [ICLR 2024 Spotlight] Generating images with 3D annotations using diffusion models

    Python

  6. iNeMo iNeMo Public

    Forked from Fischer-Tom/iNeMo

    [ECCV 2024] iNeMo: Incremental Neural Mesh Models for Robust Class-Incremental Learning

    Python

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