Givi Meishvili

5 papers · 2018–2025 · 4 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (13) 🐣 Hot Topic Early Bird

Venues

CVPR (2) AAAI (1) ECCV (1) ICCV (1)

Top co-authors

Paolo Favaro (4) Simon Jenni (2) Robert Gerdisch (1) Llukman Cerkezi (1) Meiguang Jin (1) Aram Davtyan (1) Sepehr Sameni (1) Martin de La Gorce (1) Tibor Takács (1) Charlie Hewitt (1)

Research topics

Deep Learning (4) Computer Vision (3) Machine Learning (2) Generation (2) Models (2) Processing (2) Analysis (1) Architectures (1) Learning Types · Machine Learning (1) Learning Types · Deep Learning (1) Optimization & Theory · Machine Learning (1) Optimization & Theory · Deep Learning (1)

Keywords

image restoration (2) 3d reconstruction (1) neural network training (1) motion deblurring (1) blind deconvolution (1) video generation (1) multimodal learning (1) audio-visual learning (1) neural network optimization (1) kalman filter (1) audio-visual fusion (1) adaptive optimization (1) adam optimizer (1) 3d gaussian splatting (1) neural radiance field (1) momentum method (1) view synthesis (1) gradient dynamics (1) face super-resolution (1) temporal ordering (1)

Papers

VoluMe - Authentic 3D Video Calls from Live Gaussian Splat Prediction ICCV 2025 KOALA: A Kalman Optimization Algorithm with Loss Adaptivity AAAI 2022 Learning to Have an Ear for Face Super-Resolution CVPR 2020 Learning Video Representations by Transforming Time ECCV 2020 Learning to Extract a Video Sequence From a Single Motion-Blurred Image CVPR 2018