Insoo Kim

4 papers · 2020–2025 · 3 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)

Venues

CVPR (2) ICLR (1) ICML (1)

Top co-authors

Jinwoo Shin (3) Hyong-Euk Lee (2) Ji-won Baek (2) Jae-Joon Han (2) Seungju Han (2) Seong-Jin Park (2) Geonseok Seo (1) Kinam Kwon (1) Juhwan Song (1) Hana Lee (1)

Research topics

Machine Learning (4) Application Areas (3) Computer Vision (2) Deep Learning (2) Artificial Intelligence (1) Analysis (1) Architectures (1) Core AI · Artificial Intelligence (1) Core AI · Computer Vision (1) Core Methods (1) Learning Types (1) Models (1) Processing (1) Techniques (1)

Keywords

data augmentation (2) face recognition (2) image restoration (1) motion deblurring (1) motion estimation (1) efficient computing (1) image regression (1) image recognition (1) image corruption (1) classification performance (1) robust recognition (1) invertible neural network (1) neural network (1) clean-like feature (1) pixel-level classification (1) variation transfer (1) blur pixel discretization (1) 3d camera positions (1) blur synthesizer (1) controllable blur (1)

Papers

Controllable Blur Data Augmentation Using 3D-Aware Motion Estimation ICLR 2025 Real-World Efficient Blind Motion Deblurring via Blur Pixel Discretization CVPR 2024 Quality-Agnostic Image Recognition via Invertible Decoder CVPR 2021 Meta Variance Transfer: Learning to Augment from the Others ICML 2020