Research

What We Research

Low-level vision : In-camera Pipeline, Auto White Balance, Super Resolution, etc.
Image / Video Generation & Manipulation
Compositional Understanding & Object-centric Learning
Image Quality Assessment

Attentive Illumination Decomposition Model for Multi-Illuminant White Balance, CVPR 2024 🔗
Large Scale Multi-Illuminant (LSMI) Dataset for Developing White Balance Algorithm Under Mixed Illumination, ICCV 2021 🔗
Accelerating Large Image Super-Resolution Networks with Pixel-Level Classification, ECCV 2024
Deep video super-resolution network using dynamic upsampling filters without explicit motion compensation, CVPR 2018 🔗
Shepherding Slots to Objects: Towards Stable and Robust Object-Centric Learning, CVPR 2023 🔗
Dense Interspecies Face Embedding, NeurIPS 2022 🔗

VISAGE: Video Instance Segmentation with Appearance-Guided Enhancement, ECCV 2024 🔗
A Generalized Framework for Video Instance Segmentation, CVPR 2023 🔗
VISOLO: Grid-Based Space-Time Aggregation for Efficient Online Video Instance Segmentation, CVPR 2022 (Oral) 🔗
Video Object Segmentation using Space-Time Memory Networks, ICCV 2019 (Oral) 🔗
ActionSwitch: Class-agnostic Detection of Simultaneous Actions in Streaming Videos, ECCV 2024
MiniROAD: Minimal Framework for Online Action Detection, ICCV 2023 🔗
Exploring Scalability of Self-Training for Open-Vocabulary Temporal Action Localization, arxiv 2024 🔗

Hierarchically Structured Neural Bones for Reconstructing Animatable Objects from Casual Videos, ECCV 2024
Domain Reduction Strategy for Non-Line-of-Sight Imaging, ECCV 2024
Learning to Enhance Aperture Phasor Field for Non-Line-of-Sight Imaging, ECCV 2024
EPINET: A Fully-Convolutional Neural Network Using Epipolar Geometry for Depth from Light Field Images, CVPR 2018 🔗