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3D Photography Using Context-Aware Layered Depth Inpainting

Meng-Li Shih, Shih-Yang Su, Johannes Kopf, Jia-Bin Huang: 3D Photography Using Context-Aware Layered Depth Inpainting. CVPR 2020: 8025-8035

Instance-Aware Image Colorization

Jheng-Wei Su, Hung-Kuo Chu, Jia-Bin Huang: Instance-Aware Image Colorization. CVPR 2020: 7965-7974

Single-Image HDR Reconstruction by Learning to Reverse the Camera Pipeline

Yu-Lun Liu, Wei-Sheng Lai, Yu-Sheng Chen, Yi-Lung Kao, Ming-Hsuan Yang, Yung-Yu Chuang, Jia-Bin Huang: Single-Image HDR Reconstruction by Learning to Reverse the Camera Pipeline. CVPR 2020: 1648-1657

Consistent video depth estimation

Progressive Representation Adaptation for Weakly Supervised Object Localization

Dynamic View Synthesis from Dynamic Monocular Video

Learning Representational Invariances for Data-Efficient Action Recognition

Hybrid Neural Fusion for Full-frame Video Stabilization

PseudoSeg: Designing Pseudo Labels for Semantic Segmentation

Yuliang Zou, Zizhao Zhang, Han Zhang, Chun-Liang Li, Xiao Bian, Jia-Bin Huang, Tomas Pfister: PseudoSeg: Designing Pseudo Labels for Semantic Segmentation. ICLR 2021

DropLoss for Long-Tail Instance Segmentation

Ting-I Hsieh, Esther Robb, Hwann-Tzong Chen, Jia-Bin Huang:DropLoss for Long-Tail Instance Segmentation. AAAI 2021: 1549-1557