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Castling-ViT: Compressing Self-Attention via Switching Towards Linear-Angular Attention During Vision Transformer Inference


Nov 18, 2022
Haoran You, Yunyang Xiong, Xiaoliang Dai, Bichen Wu, Peizhao Zhang, Haoqi Fan, Peter Vajda, Yingyan Lin

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3D-Aware Encoding for Style-based Neural Radiance Fields


Nov 12, 2022
Yu-Jhe Li, Tao Xu, Bichen Wu, Ningyuan Zheng, Xiaoliang Dai, Albert Pumarola, Peizhao Zhang, Peter Vajda, Kris Kitani

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* 21 pages (under review) 

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Token Merging: Your ViT But Faster


Oct 17, 2022
Daniel Bolya, Cheng-Yang Fu, Xiaoliang Dai, Peizhao Zhang, Christoph Feichtenhofer, Judy Hoffman

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* Preprint. Code will be available here: https://github.com/facebookresearch/ToMe 

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Open-Vocabulary Semantic Segmentation with Mask-adapted CLIP


Oct 09, 2022
Feng Liang, Bichen Wu, Xiaoliang Dai, Kunpeng Li, Yinan Zhao, Hang Zhang, Peizhao Zhang, Peter Vajda, Diana Marculescu

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* Project page: https://jeff-liangf.github.io/projects/ovseg 

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Hydra Attention: Efficient Attention with Many Heads


Sep 15, 2022
Daniel Bolya, Cheng-Yang Fu, Xiaoliang Dai, Peizhao Zhang, Judy Hoffman

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* Accepted CADL 2022 (ECCV Workshop) 

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Open-Set Semi-Supervised Object Detection


Aug 29, 2022
Yen-Cheng Liu, Chih-Yao Ma, Xiaoliang Dai, Junjiao Tian, Peter Vajda, Zijian He, Zsolt Kira

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* Project Page is at https://ycliu93.github.io/projects/ossod.html 

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NASRec: Weight Sharing Neural Architecture Search for Recommender Systems


Jul 14, 2022
Tunhou Zhang, Dehua Cheng, Yuchen He, Zhengxing Chen, Xiaoliang Dai, Liang Xiong, Feng Yan, Hai Li, Yiran Chen, Wei Wen

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FBNetV5: Neural Architecture Search for Multiple Tasks in One Run


Nov 30, 2021
Bichen Wu, Chaojian Li, Hang Zhang, Xiaoliang Dai, Peizhao Zhang, Matthew Yu, Jialiang Wang, Yingyan Lin, Peter Vajda

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Cross-Domain Object Detection via Adaptive Self-Training


Nov 25, 2021
Yu-Jhe Li, Xiaoliang Dai, Chih-Yao Ma, Yen-Cheng Liu, Kan Chen, Bichen Wu, Zijian He, Kris Kitani, Peter Vadja

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* 15 pages. arXiv admin note: text overlap with arXiv:2003.00707, arXiv:1904.11245, arXiv:1910.11319, arXiv:2003.09152 by other authors 

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