Xiyang Dai

ORCID

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 86

Top Venues

University of Maryland, College Park, MD, USA (PHD)

Education History

University of Maryland, College Park, MD, USA

PHD

Publications

Lingchen Meng, Jianwei Yang, Rui Tian, Xiyang Dai, Zuxuan Wu, Jianfeng Gao, Yu-Gang Jiang
DeepStack: Deeply Stacking Visual Tokens is Surprisingly Simple and Effective for LMMs. CoRR (2024)
Xu Ma, Xiyang Dai, Jianwei Yang, Bin Xiao, Yinpeng Chen, Yun Fu, Lu Yuan
Efficient Modulation for Vision Networks. CoRR (2024)
Haitao Wang, Xiyang Dai, Lichen Shi, Mingjun Li, Zelin Liu, Ruihua Wang, Xiaohua Xia
Data-Augmentation Based CBAM-ResNet-GCN Method for Unbalance Fault Diagnosis of Rotating Machinery. IEEE Access 12 (2024)
Xu Ma, Xiyang Dai, Jianwei Yang, Bin Xiao, Yinpeng Chen, Yun Fu, Lu Yuan
Efficient Modulation for Vision Networks. ICLR (2024)
Xu Ma, Xiyang Dai, Yue Bai, Yizhou Wang, Yun Fu
Rewrite the Stars. CoRR (2024)
Hongyuan Yu, Cheng Wan, Mengchen Liu, Dongdong Chen, Bin Xiao, Xiyang Dai
Real-Time Image Segmentation via Hybrid Convolutional-Transformer Architecture Search. CoRR (2024)
Ziyu Jiang, Yinpeng Chen, Mengchen Liu, Dongdong Chen, Xiyang Dai, Lu Yuan, Zicheng Liu, Zhangyang Wang
Layer Grafted Pre-training: Bridging Contrastive Learning And Masked Image Modeling For Label-Efficient Representations. ICLR (2023)
Xueyan Zou, Zi-Yi Dou, Jianwei Yang, Zhe Gan, Linjie Li, Chunyuan Li, Xiyang Dai, Harkirat Behl, Jianfeng Wang, Lu Yuan, Nanyun Peng, Lijuan Wang, Yong Jae Lee, Jianfeng Gao
Generalized Decoding for Pixel, Image, and Language. CVPR (2023)
Lingchen Meng, Xiyang Dai, Jianwei Yang, Dongdong Chen, Yinpeng Chen, Mengchen Liu, Yi-Ling Chen, Zuxuan Wu, Lu Yuan, Yu-Gang Jiang
Learning from Rich Semantics and Coarse Locations for Long-tailed Object Detection. CoRR (2023)
Cheng-Fu Yang, Yen-Chun Chen, Jianwei Yang, Xiyang Dai, Lu Yuan, Yu-Chiang Frank Wang, Kai-Wei Chang
LACMA: Language-Aligning Contrastive Learning with Meta-Actions for Embodied Instruction Following. EMNLP (2023)
Junke Wang, Dongdong Chen, Chong Luo, Xiyang Dai, Lu Yuan, Zuxuan Wu, Yu-Gang Jiang
ChatVideo: A Tracklet-centric Multimodal and Versatile Video Understanding System. CoRR (2023)
Junke Wang, Dongdong Chen, Zuxuan Wu, Chong Luo, Xiyang Dai, Lu Yuan, Yu-Gang Jiang
OmniTracker: Unifying Object Tracking by Tracking-with-Detection. CoRR (2023)
Lingchen Meng, Xiyang Dai, Jianwei Yang, Dongdong Chen, Yinpeng Chen, Mengchen Liu, Yi-Ling Chen, Zuxuan Wu, Lu Yuan, Yu-Gang Jiang
Learning from Rich Semantics and Coarse Locations for Long-tailed Object Detection. NeurIPS (2023)
Rui Wang, Dongdong Chen, Zuxuan Wu, Yinpeng Chen, Xiyang Dai, Mengchen Liu, Lu Yuan, Yu-Gang Jiang
Masked Video Distillation: Rethinking Masked Feature Modeling for Self-supervised Video Representation Learning. CVPR (2023)
Junke Wang, Dongdong Chen, Zuxuan Wu, Chong Luo, Chuanxin Tang, Xiyang Dai, Yucheng Zhao, Yujia Xie, Lu Yuan, Yu-Gang Jiang
Look Before You Match: Instance Understanding Matters in Video Object Segmentation. CVPR (2023)
Bin Xiao, Haiping Wu, Weijian Xu, Xiyang Dai, Houdong Hu, Yumao Lu, Michael Zeng, Ce Liu, Lu Yuan
Florence-2: Advancing a Unified Representation for a Variety of Vision Tasks. CoRR (2023)
Cheng-Fu Yang, Yen-Chun Chen, Jianwei Yang, Xiyang Dai, Lu Yuan, Yu-Chiang Frank Wang, Kai-Wei Chang
LACMA: Language-Aligning Contrastive Learning with Meta-Actions for Embodied Instruction Following. CoRR (2023)
Yinpeng Chen, Xiyang Dai, Dongdong Chen, Mengchen Liu, Lu Yuan, Zicheng Liu, Youzuo Lin
Image is First-order Norm+Linear Autoregressive. CoRR (2023)
Lingchen Meng, Xiyang Dai, Yinpeng Chen, Pengchuan Zhang, Dongdong Chen, Mengchen Liu, Jianfeng Wang, Zuxuan Wu, Lu Yuan, Yu-Gang Jiang
Detection Hub: Unifying Object Detection Datasets via Query Adaptation on Language Embedding. CVPR (2023)
Yinpeng Chen, Dongdong Chen, Xiyang Dai, Mengchen Liu, Lu Yuan, Zicheng Liu, Youzuo Lin
On the Hidden Waves of Image. CoRR (2023)
Ziyu Jiang, Yinpeng Chen, Mengchen Liu, Dongdong Chen, Xiyang Dai, Lu Yuan, Zicheng Liu, Zhangyang Wang
Layer Grafted Pre-training: Bridging Contrastive Learning And Masked Image Modeling For Label-Efficient Representations. CoRR (2023)
Yunsheng Li, Yinpeng Chen, Xiyang Dai, Dongdong Chen, Mengchen Liu, Pei Yu, Jing Yin, Lu Yuan, Zicheng Liu, Nuno Vasconcelos
Should All Proposals be Treated Equally in Object Detection? CoRR (2022)
Yujia Xie, Luowei Zhou, Xiyang Dai, Lu Yuan, Nguyen Bach, Ce Liu, Michael Zeng
Visual Clues: Bridging Vision and Language Foundations for Image Paragraph Captioning. CoRR (2022)
Yinpeng Chen, Xiyang Dai, Dongdong Chen, Mengchen Liu, Xiaoyi Dong, Lu Yuan, Zicheng Liu
Mobile-Former: Bridging MobileNet and Transformer. CVPR (2022)
Yujia Xie, Luowei Zhou, Xiyang Dai, Lu Yuan, Nguyen Bach, Ce Liu, Michael Zeng
Visual Clues: Bridging Vision and Language Foundations for Image Paragraph Captioning. NeurIPS (2022)
Yiwu Zhong, Jianwei Yang, Pengchuan Zhang, Chunyuan Li, Noel Codella, Liunian Harold Li, Luowei Zhou, Xiyang Dai, Lu Yuan, Yin Li, Jianfeng Gao
RegionCLIP: Region-based Language-Image Pretraining. CVPR (2022)
Yinpeng Chen, Xiyang Dai, Dongdong Chen, Mengchen Liu, Lu Yuan, Zicheng Liu, Youzuo Lin
Self-Supervised Learning based on Heat Equation. CoRR (2022)
Qiankun Liu, Zhentao Tan, Dongdong Chen, Qi Chu, Xiyang Dai, Yinpeng Chen, Mengchen Liu, Lu Yuan, Nenghai Yu
Reduce Information Loss in Transformers for Pluralistic Image Inpainting. CVPR (2022)
Haotian Zhang, Pengchuan Zhang, Xiaowei Hu, Yen-Chun Chen, Liunian Harold Li, Xiyang Dai, Lijuan Wang, Lu Yuan, Jenq-Neng Hwang, Jianfeng Gao
GLIPv2: Unifying Localization and Vision-Language Understanding. CoRR (2022)
Qiankun Liu, Zhentao Tan, Dongdong Chen, Qi Chu, Xiyang Dai, Yinpeng Chen, Mengchen Liu, Lu Yuan, Nenghai Yu
Reduce Information Loss in Transformers for Pluralistic Image Inpainting. CoRR (2022)
Yunsheng Li, Yinpeng Chen, Xiyang Dai, Dongdong Chen, Mengchen Liu, Pei Yu, Ying Jin, Lu Yuan, Zicheng Liu, Nuno Vasconcelos
Should All Proposals Be Treated Equally in Object Detection? ECCV (25) (2022)
Lingchen Meng, Xiyang Dai, Yinpeng Chen, Pengchuan Zhang, Dongdong Chen, Mengchen Liu, Jianfeng Wang, Zuxuan Wu, Lu Yuan, Yu-Gang Jiang
Detection Hub: Unifying Object Detection Datasets via Query Adaptation on Language Embedding. CoRR (2022)
Jianwei Yang, Chunyuan Li, Xiyang Dai, Jianfeng Gao
Focal Modulation Networks. NeurIPS (2022)
Zhecan Wang, Noel Codella, Yen-Chun Chen, Luowei Zhou, Jianwei Yang, Xiyang Dai, Bin Xiao, Haoxuan You, Shih-Fu Chang, Lu Yuan
CLIP-TD: CLIP Targeted Distillation for Vision-Language Tasks. CoRR (2022)
Chunyuan Li, Jianwei Yang, Pengchuan Zhang, Mei Gao, Bin Xiao, Xiyang Dai, Lu Yuan, Jianfeng Gao
Efficient Self-supervised Vision Transformers for Representation Learning. ICLR (2022)
Lemeng Wu, Mengchen Liu, Yinpeng Chen, Dongdong Chen, Xiyang Dai, Lu Yuan
Residual Mixture of Experts. CoRR (2022)
Xueyan Zou, Zi-Yi Dou, Jianwei Yang, Zhe Gan, Linjie Li, Chunyuan Li, Xiyang Dai, Harkirat Behl, Jianfeng Wang, Lu Yuan, Nanyun Peng, Lijuan Wang, Yong Jae Lee, Jianfeng Gao
Generalized Decoding for Pixel, Image, and Language. CoRR (2022)
Rui Wang, Dongdong Chen, Zuxuan Wu, Yinpeng Chen, Xiyang Dai, Mengchen Liu, Yu-Gang Jiang, Luowei Zhou, Lu Yuan
BEVT: BERT Pretraining of Video Transformers. CVPR (2022)
Haotian Zhang, Pengchuan Zhang, Xiaowei Hu, Yen-Chun Chen, Liunian Harold Li, Xiyang Dai, Lijuan Wang, Lu Yuan, Jenq-Neng Hwang, Jianfeng Gao
GLIPv2: Unifying Localization and Vision-Language Understanding. NeurIPS (2022)
Rui Wang, Zuxuan Wu, Dongdong Chen, Yinpeng Chen, Xiyang Dai, Mengchen Liu, Luowei Zhou, Lu Yuan, Yu-Gang Jiang
Video Mobile-Former: Video Recognition with Efficient Global Spatial-temporal Modeling. CoRR (2022)
Rui Wang, Dongdong Chen, Zuxuan Wu, Yinpeng Chen, Xiyang Dai, Mengchen Liu, Lu Yuan, Yu-Gang Jiang
Masked Video Distillation: Rethinking Masked Feature Modeling for Self-supervised Video Representation Learning. CoRR (2022)
Zhecan Wang, Noel Codella, Yen-Chun Chen, Luowei Zhou, Xiyang Dai, Bin Xiao, Jianwei Yang, Haoxuan You, Kai-Wei Chang, Shih-Fu Chang, Lu Yuan
Multimodal Adaptive Distillation for Leveraging Unimodal Encoders for Vision-Language Tasks. CoRR (2022)
Junke Wang, Dongdong Chen, Zuxuan Wu, Chong Luo, Chuanxin Tang, Xiyang Dai, Yucheng Zhao, Yujia Xie, Lu Yuan, Yu-Gang Jiang
Look Before You Match: Instance Understanding Matters in Video Object Segmentation. CoRR (2022)
Jianwei Yang, Chunyuan Li, Pengchuan Zhang, Xiyang Dai, Bin Xiao, Lu Yuan, Jianfeng Gao
Focal Attention for Long-Range Interactions in Vision Transformers. NeurIPS (2021)
Yunsheng Li, Yinpeng Chen, Xiyang Dai, Dongdong Chen, Mengchen Liu, Lu Yuan, Zicheng Liu, Lei Zhang, Nuno Vasconcelos
MicroNet: Improving Image Recognition with Extremely Low FLOPs. CoRR (2021)
Jianfeng Wang, Xiaowei Hu, Zhe Gan, Zhengyuan Yang, Xiyang Dai, Zicheng Liu, Yumao Lu, Lijuan Wang
UFO: A UniFied TransfOrmer for Vision-Language Representation Learning. CoRR (2021)
Xiyang Dai, Yinpeng Chen, Bin Xiao, Dongdong Chen, Mengchen Liu, Lu Yuan, Lei Zhang
Dynamic Head: Unifying Object Detection Heads with Attentions. CoRR (2021)
Yunsheng Li, Yinpeng Chen, Xiyang Dai, Mengchen Liu, Dongdong Chen, Ye Yu, Lu Yuan, Zicheng Liu, Mei Chen, Nuno Vasconcelos
Revisiting Dynamic Convolution via Matrix Decomposition. CoRR (2021)
Xiyang Dai, Yinpeng Chen, Jianwei Yang, Pengchuan Zhang, Lu Yuan, Lei Zhang
Dynamic DETR: End-to-End Object Detection with Dynamic Attention. ICCV (2021)
Pengchuan Zhang, Xiyang Dai, Jianwei Yang, Bin Xiao, Lu Yuan, Lei Zhang, Jianfeng Gao
Multi-Scale Vision Longformer: A New Vision Transformer for High-Resolution Image Encoding. CoRR (2021)
Rui Wang, Dongdong Chen, Zuxuan Wu, Yinpeng Chen, Xiyang Dai, Mengchen Liu, Yu-Gang Jiang, Luowei Zhou, Lu Yuan
BEVT: BERT Pretraining of Video Transformers. CoRR (2021)
Xiyang Dai, Yinpeng Chen, Bin Xiao, Dongdong Chen, Mengchen Liu, Lu Yuan, Lei Zhang
Dynamic Head: Unifying Object Detection Heads With Attentions. CVPR (2021)
Jianwei Yang, Chunyuan Li, Pengchuan Zhang, Xiyang Dai, Bin Xiao, Lu Yuan, Jianfeng Gao
Focal Self-attention for Local-Global Interactions in Vision Transformers. CoRR (2021)
Junru Wu, Xiyang Dai, Dongdong Chen, Yinpeng Chen, Mengchen Liu, Ye Yu, Zhangyang Wang, Zicheng Liu, Mei Chen, Lu Yuan
Stronger NAS with Weaker Predictors. NeurIPS (2021)
Haiping Wu, Bin Xiao, Noel Codella, Mengchen Liu, Xiyang Dai, Lu Yuan, Lei Zhang
CvT: Introducing Convolutions to Vision Transformers. ICCV (2021)
Yunsheng Li, Yinpeng Chen, Xiyang Dai, Dongdong Chen, Mengchen Liu, Lu Yuan, Zicheng Liu, Lei Zhang, Nuno Vasconcelos
MicroNet: Improving Image Recognition with Extremely Low FLOPs. ICCV (2021)
Yinpeng Chen, Xiyang Dai, Dongdong Chen, Mengchen Liu, Xiaoyi Dong, Lu Yuan, Zicheng Liu
Mobile-Former: Bridging MobileNet and Transformer. CoRR (2021)
Yunsheng Li, Yinpeng Chen, Xiyang Dai, Mengchen Liu, Dongdong Chen, Ye Yu, Lu Yuan, Zicheng Liu, Mei Chen, Nuno Vasconcelos
Revisiting Dynamic Convolution via Matrix Decomposition. ICLR (2021)
Yiwu Zhong, Jianwei Yang, Pengchuan Zhang, Chunyuan Li, Noel Codella, Liunian Harold Li, Luowei Zhou, Xiyang Dai, Lu Yuan, Yin Li, Jianfeng Gao
RegionCLIP: Region-based Language-Image Pretraining. CoRR (2021)
Lu Yuan, Dongdong Chen, Yi-Ling Chen, Noel Codella, Xiyang Dai, Jianfeng Gao, Houdong Hu, Xuedong Huang, Boxin Li, Chunyuan Li, Ce Liu, Mengchen Liu, Zicheng Liu, Yumao Lu, Yu Shi, Lijuan Wang, Jianfeng Wang, Bin Xiao, Zhen Xiao, Jianwei Yang, Michael Zeng, Luowei Zhou, Pengchuan Zhang
Florence: A New Foundation Model for Computer Vision. CoRR (2021)
Haiping Wu, Bin Xiao, Noel Codella, Mengchen Liu, Xiyang Dai, Lu Yuan, Lei Zhang
CvT: Introducing Convolutions to Vision Transformers. CoRR (2021)
Chunyuan Li, Jianwei Yang, Pengchuan Zhang, Mei Gao, Bin Xiao, Xiyang Dai, Lu Yuan, Jianfeng Gao
Efficient Self-supervised Vision Transformers for Representation Learning. CoRR (2021)
Pengchuan Zhang, Xiyang Dai, Jianwei Yang, Bin Xiao, Lu Yuan, Lei Zhang, Jianfeng Gao
Multi-Scale Vision Longformer: A New Vision Transformer for High-Resolution Image Encoding. ICCV (2021)
Junru Wu, Xiyang Dai, Dongdong Chen, Yinpeng Chen, Mengchen Liu, Ye Yu, Zhangyang Wang, Zicheng Liu, Mei Chen, Lu Yuan
Weak NAS Predictors Are All You Need. CoRR (2021)
Xiyang Dai, Dongdong Chen, Mengchen Liu, Yinpeng Chen, Lu Yuan
DA-NAS: Data Adapted Pruning for Efficient Neural Architecture Search. ECCV (27) (2020)
Yinpeng Chen, Xiyang Dai, Mengchen Liu, Dongdong Chen, Lu Yuan, Zicheng Liu
Dynamic ReLU. ECCV (19) (2020)
Da Zhang, Xiyang Dai, Yuan-Fang Wang
METAL: Minimum Effort Temporal Activity Localization in Untrimmed Videos. CVPR (2020)
Yunsheng Li, Yinpeng Chen, Xiyang Dai, Dongdong Chen, Mengchen Liu, Lu Yuan, Zicheng Liu, Lei Zhang, Nuno Vasconcelos
MicroNet: Towards Image Recognition with Extremely Low FLOPs. CoRR (2020)
Yinpeng Chen, Xiyang Dai, Mengchen Liu, Dongdong Chen, Lu Yuan, Zicheng Liu
Dynamic Convolution: Attention Over Convolution Kernels. CVPR (2020)
Yinpeng Chen, Xiyang Dai, Mengchen Liu, Dongdong Chen, Lu Yuan, Zicheng Liu
Dynamic ReLU. CoRR (2020)
Xiyang Dai, Dongdong Chen, Mengchen Liu, Yinpeng Chen, Lu Yuan
DA-NAS: Data Adapted Pruning for Efficient Neural Architecture Search. CoRR (2020)
Yinpeng Chen, Xiyang Dai, Mengchen Liu, Dongdong Chen, Lu Yuan, Zicheng Liu
Dynamic Convolution: Attention over Convolution Kernels. CoRR (2019)
Xiyang Dai, Bharat Singh, Joe Yue-Hei Ng, Larry S. Davis
TAN: Temporal Aggregation Network for Dense Multi-Label Action Recognition. WACV (2019)
Da Zhang, Xiyang Dai, Xin Wang, Yuan-Fang Wang, Larry S. Davis
MAN: Moment Alignment Network for Natural Language Moment Retrieval via Iterative Graph Adjustment. CVPR (2019)
Da Zhang, Xiyang Dai, Yuan-Fang Wang
Dynamic Temporal Pyramid Network: A Closer Look at Multi-Scale Modeling for Activity Detection. CoRR (2018)
Xiyang Dai, Bharat Singh, Joe Yue-Hei Ng, Larry S. Davis
TAN: Temporal Aggregation Network for Dense Multi-label Action Recognition. CoRR (2018)
Da Zhang, Xiyang Dai, Yuan-Fang Wang
Dynamic Temporal Pyramid Network: A Closer Look at Multi-scale Modeling for Activity Detection. ACCV (4) (2018)
Da Zhang, Xiyang Dai, Xin Wang, Yuan-Fang Wang, Larry S. Davis
MAN: Moment Alignment Network for Natural Language Moment Retrieval via Iterative Graph Adjustment. CoRR (2018)
Xiaoqing Yin, Xiyang Dai, Xinchao Wang, Maojun Zhang, Dacheng Tao, Larry S. Davis
Deep Motion Boundary Detection. CoRR (2018)
Da Zhang, Xiyang Dai, Xin Wang, Yuan-Fang Wang
S3D: Single Shot multi-Span Detector via Fully 3D Convolutional Networks. BMVC (2018)
Da Zhang, Xiyang Dai, Xin Wang, Yuan-Fang Wang
S3D: Single Shot multi-Span Detector via Fully 3D Convolutional Networks. CoRR (2018)
Xiyang Dai, Bharat Singh, Guyue Zhang, Larry S. Davis, Yan Qiu Chen
Temporal Context Network for Activity Localization in Videos. CoRR (2017)
Xiyang Dai, Bharat Singh, Guyue Zhang, Larry S. Davis, Yan Qiu Chen
Temporal Context Network for Activity Localization in Videos. ICCV (2017)
Xiyang Dai, Joe Yue-Hei Ng, Larry S. Davis
FASON: First and Second Order Information Fusion Network for Texture Recognition. CVPR (2017)
Xiyang Dai, Ben Southall, Nhon Trinh, Bogdan Matei
Efficient Fine-Grained Classification and Part Localization Using One Compact Network. ICCV Workshops (2017)
Xiyang Dai, Sameh Khamis, Yangmuzi Zhang, Larry S. Davis
Parameterizing Region Covariance: An Efficient Way To Apply Sparse Codes On Second Order Statistics. CoRR (2016)

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Publication Activity (10 Years)

Top Topics

Top Venues

Xiyang Dai