Fanyi Xiao

According to our database, Fanyi Xiao authored at least 36 papers between 2011 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

EfficientSAM: Leveraged Masked Image Pretraining for Efficient Segment Anything.

Yunyang Xiong, Bala Varadarajan, Lemeng Wu, Xiaoyu Xiang, Fanyi Xiao, Chenchen Zhu, Xiaoliang Dai, Dilin Wang, Fei Sun, Forrest N. Iandola, Raghuraman Krishnamoorthi, Vikas Chandra

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023

Delving Deeper into Anti-Aliasing in ConvNets.

Xueyan Zou, Fanyi Xiao, Zhiding Yu, Yuheng Li, Yong Jae Lee

Int. J. Comput. Vis., 2023

Gen2Det: Generate to Detect.

Saksham Suri, Fanyi Xiao, Animesh Sinha, Sean Chang Culatana, Raghuraman Krishnamoorthi, Chenchen Zhu, Abhinav Shrivastava

CoRR, 2023

Diversify, Don't Fine-Tune: Scaling Up Visual Recognition Training with Synthetic Images.

Zhuoran Yu, Chenchen Zhu, Sean Chang Culatana, Raghuraman Krishnamoorthi, Fanyi Xiao, Yong Jae Lee

CoRR, 2023

Exploring Open-Vocabulary Semantic Segmentation without Human Labels.

Jun Chen, Deyao Zhu, Guocheng Qian, Bernard Ghanem, Zhicheng Yan, Chenchen Zhu, Fanyi Xiao, Mohamed Elhoseiny, Sean Chang Culatana

CoRR, 2023

EgoObjects: A Large-Scale Egocentric Dataset for Fine-Grained Object Understanding.

Chenchen Zhu, Fanyi Xiao, Andres Alvarado, Yasmine Babaei, Jiabo Hu, Hichem El-Mohri, Sean Chang Culatana, Roshan Sumbaly, Zhicheng Yan

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Going Denser with Open-Vocabulary Part Segmentation.

Peize Sun, Shoufa Chen, Chenchen Zhu, Fanyi Xiao, Ping Luo, Saining Xie, Zhicheng Yan

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Exploring Open-Vocabulary Semantic Segmentation from CLIP Vision Encoder Distillation Only.

Jun Chen, Deyao Zhu, Guocheng Qian, Bernard Ghanem, Zhicheng Yan, Chenchen Zhu, Fanyi Xiao, Sean Chang Culatana, Mohamed Elhoseiny

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

2022

YOLACT++ Better Real-Time Instance Segmentation.

Daniel Bolya, Chong Zhou, Fanyi Xiao, Yong Jae Lee

IEEE Trans. Pattern Anal. Mach. Intell., 2022

3rd Continual Learning Workshop Challenge on Egocentric Category and Instance Level Object Understanding.

Lorenzo Pellegrini, Chenchen Zhu, Fanyi Xiao, Zhicheng Yan, Antonio Carta, Matthias De Lange, Vincenzo Lomonaco, Roshan Sumbaly, Pau Rodríguez, David Vázquez

CoRR, 2022

MaCLR: Motion-Aware Contrastive Learning of Representations for Videos.

Fanyi Xiao, Joseph Tighe, Davide Modolo

Proceedings of the Computer Vision - ECCV 2022, 2022

Hierarchical Self-supervised Representation Learning for Movie Understanding.

Fanyi Xiao, Kaustav Kundu, Joseph Tighe, Davide Modolo

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

SCVRL: Shuffled Contrastive Video Representation Learning.

Michael Dorkenwald, Fanyi Xiao, Biagio Brattoli, Joseph Tighe, Davide Modolo

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022

2021

MARS: Mixed Virtual and Real Wearable Sensors for Human Activity Recognition With Multidomain Deep Learning Model.

Ling Pei, Songpengcheng Xia, Lei Chu, Fanyi Xiao, Qi Wu, Wenxian Yu, Robert C. Qiu

IEEE Internet Things J., 2021

MoDist: Motion Distillation for Self-supervised Video Representation Learning.

Fanyi Xiao, Joseph Tighe, Davide Modolo

CoRR, 2021

YolactEdge: Real-time Instance Segmentation on the Edge.

Haotian Liu, Rafael A. Rivera Soto, Fanyi Xiao, Yong Jae Lee

Proceedings of the IEEE International Conference on Robotics and Automation, 2021

2020

YolactEdge: Real-time Instance Segmentation on the Edge (Jetson AGX Xavier: 30 FPS, RTX 2080 Ti: 170 FPS).

Haotian Liu, Rafael A. Rivera Soto, Fanyi Xiao, Yong Jae Lee

CoRR, 2020

MARS: Mixed Virtual and Real Wearable Sensors for Human Activity Recognition with Multi-Domain Deep Learning Model.

Ling Pei, Songpengcheng Xia, Lei Chu, Fanyi Xiao, Zixuan Zhang, Qi Wu, Wenxian Yu

CoRR, 2020

Audiovisual SlowFast Networks for Video Recognition.

Fanyi Xiao, Yong Jae Lee, Kristen Grauman, Jitendra Malik, Christoph Feichtenhofer

CoRR, 2020

A Deep Learning Method for Complex Human Activity Recognition Using Virtual Wearable Sensors.

Fanyi Xiao, Ling Pei, Lei Chu, Danping Zou, Wenxian Yu, Yifan Zhu, Tao Li

Proceedings of the Spatial Data and Intelligence - First International Conference, 2020

Delving Deeper into Anti-aliasing in ConvNets.

Xueyan Zou, Fanyi Xiao, Zhiding Yu, Yong Jae Lee

Proceedings of the 31st British Machine Vision Conference 2020, 2020

2019

Identity From Here, Pose From There: Self-Supervised Disentanglement and Generation of Objects Using Unlabeled Videos.

Fanyi Xiao, Haotian Liu, Yong Jae Lee

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

YOLACT: Real-Time Instance Segmentation.

Daniel Bolya, Chong Zhou, Fanyi Xiao, Yong Jae Lee

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

STEP: Spatio-Temporal Progressive Learning for Video Action Detection.

Xitong Yang, Xiaodong Yang, Ming-Yu Liu, Fanyi Xiao, Larry S. Davis, Jan Kautz

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

2018

Who Will Share My Image?: Predicting the Content Diffusion Path in Online Social Networks.

Wenjian Hu, Krishna Kumar Singh, Fanyi Xiao, Jinyoung Han, Chen-Nee Chuah, Yong Jae Lee

Proceedings of the Eleventh ACM International Conference on Web Search and Data Mining, 2018

Video Object Detection with an Aligned Spatial-Temporal Memory.

Fanyi Xiao, Yong Jae Lee

Proceedings of the Computer Vision - ECCV 2018, 2018

2017

Spatial-Temporal Memory Networks for Video Object Detection.

Fanyi Xiao, Yong Jae Lee

CoRR, 2017

Weakly-Supervised Visual Grounding of Phrases with Linguistic Structures.

Fanyi Xiao, Leonid Sigal, Yong Jae Lee

Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

2016

Track and Segment: An Iterative Unsupervised Approach for Video Object Proposals.

Fanyi Xiao, Yong Jae Lee

Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

Track and Transfer: Watching Videos to Simulate Strong Human Supervision for Weakly-Supervised Object Detection.

Krishna Kumar Singh, Fanyi Xiao, Yong Jae Lee

Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

2015

Efficient Model Evaluation with Bilinear Separation Model.

Fanyi Xiao, Martial Hebert

Proceedings of the 2015 IEEE Winter Conference on Applications of Computer Vision, 2015

Discovering the Spatial Extent of Relative Attributes.

Fanyi Xiao, Yong Jae Lee

Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

2014

Physical querying with multi-modal sensing.

Iljoo Baek, Taylor Stine, Denver Dash, Fanyi Xiao, Yaser Sheikh, Yair Movshovitz-Attias, Mei Chen, Martial Hebert, Takeo Kanade

Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2014

Transitive Distance Clustering with K-Means Duality.

Zhiding Yu, Chunjing Xu, Deyu Meng, Zhuo Hui, Fanyi Xiao, Wenbo Liu, Jianzhuang Liu

Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

2013

Multi-Task Regularization with Covariance Dictionary for Linear Classifiers.

Fanyi Xiao, Ruikun Luo, Zhiding Yu

CoRR, 2013

2011

Learning Local Binary Patterns with Enhanced Boosting for Face Recognition.

Fanyi Xiao, Yixiong Liang, Xiaohui Qu

Proceedings of the Seventh International Conference on Computational Intelligence and Security, 2011