Few-Shot Learning

Inductive and Transductive Few-Shot Video Classification via Appearance and Temporal Alignments

Khoi D. Nguyen, Quoc-Huy Tran, **Khoi Nguyen**, Binh-Son Hua, Rang Nguyen, in ECCV 2022

Few Shot Counting and Detection

Thanh Nguyen*, Chau Pham*, **Khoi Nguyen**, Minh Hoai, in ECCV 2022

Geodesic-Former: a Geodesic-Guided Few-shot 3D Point Cloud Instance Segmenter

Tuan Ngo, **Khoi Nguyen**, in ECCV 2022

iFS-RCNN: An Incremental Few-shot Instance Segmenter

**Khoi Nguyen**, Sinisa Todorovic, in CVPR 2022

POODLE: Improving Few-shot Learning via Penalizing Out-of-Distribution Samples

Duong H. Le*, Khoi D. Nguyen*, **Khoi Nguyen**, Quoc-Huy Tran, Rang Nguyen, Binh-Son Hua, in NeurIPS 2021

FAPIS: A Few-shot Anchor-free Part-based Instance Segmenter

**Khoi Nguyen**, Sinisa Todorovic, in CVPR 2021

A Self-supervised GAN for Unsupervised Few-shot Object Recognition

**Khoi Nguyen**, Sinisa Todorovic, in ICPR 2020

Feature Weighting and Boosting for Few-Shot Segmentation

**Khoi Nguyen**, Sinisa Todorovic, in ICCV 2019