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CSQ: Growing Mixed-Precision Quantization Scheme with Bi-level Continuous Sparsification


Dec 06, 2022
Lirui Xiao, Huanrui Yang, Zhen Dong, Kurt Keutzer, Li Du, Shanghang Zhang

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BEV-SAN: Accurate BEV 3D Object Detection via Slice Attention Networks


Dec 02, 2022
Xiaowei Chi, Jiaming Liu, Ming Lu, Rongyu Zhang, Zhaoqing Wang, Yandong Guo, Shanghang Zhang

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Cloud-Device Collaborative Adaptation to Continual Changing Environments in the Real-world


Dec 02, 2022
Yulu Gan, Mingjie Pan, Rongyu Zhang, Zijian Ling, Lingran Zhao, Jiaming Liu, Shanghang Zhang

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BEV-LGKD: A Unified LiDAR-Guided Knowledge Distillation Framework for BEV 3D Object Detection


Dec 01, 2022
Jianing Li, Ming Lu, Jiaming Liu, Yandong Guo, Li Du, Shanghang Zhang

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* 12pages 

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Multi-latent Space Alignments for Unsupervised Domain Adaptation in Multi-view 3D Object Detection


Nov 30, 2022
Jiaming Liu, Rongyu Zhang, Xiaowei Chi, Xiaoqi Li, Ming Lu, Yandong Guo, Shanghang Zhang

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NoisyQuant: Noisy Bias-Enhanced Post-Training Activation Quantization for Vision Transformers


Nov 29, 2022
Yijiang Liu, Huanrui Yang, Zhen Dong, Kurt Keutzer, Li Du, Shanghang Zhang

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PointCLIP V2: Adapting CLIP for Powerful 3D Open-world Learning


Nov 21, 2022
Xiangyang Zhu, Renrui Zhang, Bowei He, Ziyao Zeng, Shanghang Zhang, Peng Gao

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Margin-Based Few-Shot Class-Incremental Learning with Class-Level Overfitting Mitigation


Oct 10, 2022
Yixiong Zou, Shanghang Zhang, Yuhua Li, Ruixuan Li

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Outlier Suppression: Pushing the Limit of Low-bit Transformer Language Models


Sep 27, 2022
Xiuying Wei, Yunchen Zhang, Xiangguo Zhang, Ruihao Gong, Shanghang Zhang, Qi Zhang, Fengwei Yu, Xianglong Liu

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* Accepted by NeurIPS 2022 

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Uncertainty Guided Depth Fusion for Spike Camera


Aug 29, 2022
Jianing Li, Jiaming Liu, Xiaobao Wei, Jiyuan Zhang, Ming Lu, Lei Ma, Li Du, Tiejun Huang, Shanghang Zhang

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* 18 pages, 11 figures 

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