Xiaoliang Dai
Publications by Year
Research Areas
Advanced Neural Network Applications, Domain Adaptation and Few-Shot Learning, Multimodal Machine Learning Applications, Generative Adversarial Networks and Image Synthesis, Advanced Image and Video Retrieval Techniques
Most-Cited Works
- → FBNet: Hardware-Aware Efficient ConvNet Design via Differentiable Neural Architecture Search(2019)1,285 cited
- → Visual Transformers: Token-based Image Representation and Processing for Computer Vision(2020)377 cited
- → Open-Vocabulary Semantic Segmentation with Mask-adapted CLIP(2023)343 cited
- → FBNetV2: Differentiable Neural Architecture Search for Spatial and Channel Dimensions(2020)297 cited
- → ChamNet: Towards Efficient Network Design Through Platform-Aware Model Adaptation(2019)281 cited
- → NeST: A Neural Network Synthesis Tool Based on a Grow-and-Prune Paradigm(2019)212 cited
- → Cross-Domain Adaptive Teacher for Object Detection(2022)207 cited
- → EfficientSAM: Leveraged Masked Image Pretraining for Efficient Segment Anything(2024)174 cited
- → FBNetV3: Joint Architecture-Recipe Search using Predictor Pretraining(2021)93 cited
- → Grow and Prune Compact, Fast, and Accurate LSTMs(2019)88 cited