Steven C. H. Hoi
Publications by Year
Research Areas
Advanced Image and Video Retrieval Techniques, Domain Adaptation and Few-Shot Learning, Multimodal Machine Learning Applications, Image Retrieval and Classification Techniques, Topic Modeling
Most-Cited Works
- → Deep Learning for Person Re-Identification: A Survey and Outlook(2021)2,028 cited
- → Deep Learning for Image Super-Resolution: A Survey(2020)1,827 cited
- → CodeT5: Identifier-aware Unified Pre-trained Encoder-Decoder Models for Code Understanding and Generation(2021)1,189 cited
- → Recent advances in deep learning for object detection(2020)1,007 cited
- → BLIP-2: Bootstrapping Language-Image Pre-training with Frozen Image Encoders and Large Language Models(2023)906 cited
- → BLIP: Bootstrapping Language-Image Pre-training for Unified Vision-Language Understanding and Generation(2022)862 cited
- → Align before Fuse: Vision and Language Representation Learning with Momentum Distillation(2021)822 cited
- → Deep Learning for Content-Based Image Retrieval(2014)818 cited
- → Face detection using deep learning: An improved faster RCNN approach(2018)697 cited
- → Salient Object Detection With Pyramid Attention and Salient Edges(2019)558 cited