Yunyang Xiong
Publications by Year
Research Areas
Advanced Neural Network Applications, Domain Adaptation and Few-Shot Learning, Generative Adversarial Networks and Image Synthesis, Multimodal Machine Learning Applications, 3D Shape Modeling and Analysis
Most-Cited Works
- → Nyströmformer: A Nyström-based Algorithm for Approximating Self-Attention(2021)293 cited
- → EfficientSAM: Leveraged Masked Image Pretraining for Efficient Segment Anything(2024)174 cited
- → MobileDets: Searching for Object Detection Architectures for Mobile Accelerators(2021)141 cited
- → Self-Positioning Point-Based Transformer for Point Cloud Understanding(2023)104 cited
- → Mixed Effects Neural Networks (MeNets) With Applications to Gaze Estimation(2019)100 cited
- → MiniGPT-v2: large language model as a unified interface for vision-language multi-task learning(2023)66 cited
- → Castling-ViT: Compressing Self-Attention via Switching Towards Linear-Angular Attention at Vision Transformer Inference(2023)51 cited
- → An Introduction to Vision-Language Modeling(2024)33 cited