Humphrey Shi
Publications by Year
Research Areas
Advanced Neural Network Applications, Advanced Image and Video Retrieval Techniques, Multimodal Machine Learning Applications, Domain Adaptation and Few-Shot Learning, Generative Adversarial Networks and Image Synthesis
Most-Cited Works
- → NTIRE 2017 Challenge on Single Image Super-Resolution: Methods and Results(2017)1,474 cited
- → HigherHRNet: Scale-Aware Representation Learning for Bottom-Up Human Pose Estimation(2020)894 cited
- → Revisiting Dilated Convolution: A Simple Approach for Weakly- and Semi-Supervised Semantic Segmentation(2018)641 cited
- → Self-Similarity Grouping: A Simple Unsupervised Cross Domain Adaptation Approach for Person Re-Identification(2019)556 cited
- → CCNet: Criss-Cross Attention for Semantic Segmentation(2020)539 cited
- → Horizontal Pyramid Matching for Person Re-Identification(2019)457 cited
- → SpotTune: Transfer Learning Through Adaptive Fine-Tuning(2019)454 cited
- → OneFormer: One Transformer to Rule Universal Image Segmentation(2023)393 cited
- → Neighborhood Attention Transformer(2023)382 cited
- → Image Super-Resolution With Cross-Scale Non-Local Attention and Exhaustive Self-Exemplars Mining(2020)373 cited