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Xiaoliang Dai | Researchclopedia

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Xiaoliang Dai

98

Works

4,503

Citations

25

h-index

43

i10-index

Research Topics

Advanced Neural Network Applications Domain Adaptation and Few-Shot Learning Multimodal Machine Learning Applications

Affiliations

Shandong University2008–2009

Chinese Academy of Sciences2023–2024

Princeton University2016–2020

Peking University2013–2013

Meta (Israel)2020–2022

Top Works

FBNet: Hardware-Aware Efficient ConvNet Design via Differentiable Neural Architecture Search

BoRui Wu,Kurt Keutzer,et al.

20191,288 citations

Generative Adversarial Networks and Image Synthesis

Advanced Image and Video Retrieval Techniques

Visual Transformers: Token-based Image Representation and Processing for Computer Vision

BoRui Wu,Chenfeng Xu,et al.

2020377 citations

Open-Vocabulary Semantic Segmentation with Mask-adapted CLIP

Feng Liang,BoRui Wu,et al.

2023346 citations

FBNetV2: Differentiable Neural Architecture Search for Spatial and Channel Dimensions

Alvin Wan,Xiaoliang Dai,et al.

2020297 citations

ChamNet: Towards Efficient Network Design Through Platform-Aware Model Adaptation

Xiaoliang Dai,Peizhao Zhang,et al.

2019281 citations

NeST: A Neural Network Synthesis Tool Based on a Grow-and-Prune Paradigm

Xiaoliang Dai,Hongxu Yin,et al.

2019212 citations

Cross-Domain Adaptive Teacher for Object Detection

Yu-Jhe Li,Xiaoliang Dai,et al.

2022207 citations

EfficientSAM: Leveraged Masked Image Pretraining for Efficient Segment Anything

Yunyang Xiong,Bala Varadarajan,et al.

2024174 citations

FBNetV3: Joint Architecture-Recipe Search using Predictor Pretraining

Xiaoliang Dai,Alvin Wan,et al.

202193 citations