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2020 – today
- 2024
[c6]Jian Qian, Miao Sun, Sifan Zhou, Ziyu Zhao, Ruizhi Hun, Patrick Chiang:
Sub-SA: Strengthen In-Context Learning via Submodular Selective Annotation. ECAI 2024: 2034-2041- [c5]Jiang Shang, Sifan Zhou:
LK-UNet: Large Kernel Design for 3D Medical Image Segmentation. ICASSP 2024: 1576-1580 - [c4]Sifan Zhou, Liang Li, Xinyu Zhang, Bo Zhang, Shipeng Bai, Miao Sun, Ziyu Zhao, Xiaobo Lu, Xiangxiang Chu:
LiDAR-PTQ: Post-Training Quantization for Point Cloud 3D Object Detection. ICLR 2024 - [i15]Sifan Zhou, Liang Li, Xinyu Zhang, Bo Zhang, Shipeng Bai, Miao Sun, Ziyu Zhao, Xiaobo Lu, Xiangxiang Chu:
LiDAR-PTQ: Post-Training Quantization for Point Cloud 3D Object Detection. CoRR abs/2401.15865 (2024) - [i14]Yuxuan Yue, Zhihang Yuan, Haojie Duanmu, Sifan Zhou, Jianlong Wu, Liqiang Nie:
WKVQuant: Quantizing Weight and Key/Value Cache for Large Language Models Gains More. CoRR abs/2402.12065 (2024) - [i13]Weisheng Xu, Sifan Zhou, Zhihang Yuan:
PillarTrack: Redesigning Pillar-based Transformer Network for Single Object Tracking on Point Clouds. CoRR abs/2404.07495 (2024) - [i12]Xing Hu, Yuan Cheng, Dawei Yang, Zhihang Yuan, Jiangyong Yu, Chen Xu, Sifan Zhou:
I-LLM: Efficient Integer-Only Inference for Fully-Quantized Low-Bit Large Language Models. CoRR abs/2405.17849 (2024) - [i11]Sifan Zhou, Zhihang Yuan, Dawei Yang, Xubin Wen, Xing Hu, Yuguang Shi, Ziyu Zhao, Xiaobo Lu:
PillarHist: A Quantization-aware Pillar Feature Encoder based on Height-aware Histogram. CoRR abs/2405.18734 (2024) - [i10]Jian Qian, Miao Sun, Sifan Zhou, Biao Wan, Minhao Li, Patrick Chiang:
TimeLDM: Latent Diffusion Model for Unconditional Time Series Generation. CoRR abs/2407.04211 (2024) - [i9]Jiahao Nie, Fei Xie, Sifan Zhou, Xueyi Zhou, Dong-Kyu Chae, Zhiwei He:
P2P: Part-to-Part Motion Cues Guide a Strong Tracking Framework for LiDAR Point Clouds. CoRR abs/2407.05238 (2024) - [i8]Jian Qian, Miao Sun, Sifan Zhou, Ziyu Zhao, Ruizhi Hun, Patrick Chiang:
Sub-SA: Strengthen In-context Learning via Submodular Selective Annotation. CoRR abs/2407.05693 (2024) - [i7]Xiaoyan Jiang, Hang Yang, Kaiying Zhu, Xihe Qiu, Shibo Zhao, Sifan Zhou:
PTQ4RIS: Post-Training Quantization for Referring Image Segmentation. CoRR abs/2409.17020 (2024) - 2023
- [j3]Miao Sun
, Yingjie Cao, Jian Qian, Jie Li, Sifan Zhou, Ziyu Zhao, Yifan Wu, Tao Xia, Yajie Qin, Lei Qiu, Shunli Ma, Patrick Yin Chiang, Shenglong Zhuo:
A 40nm 2TOPS/W Depth-Completion Neural Network Accelerator SoC With Efficient Depth Engine for Realtime LiDAR Systems. IEEE Trans. Circuits Syst. II Express Briefs 70(5): 1704-1708 (2023) - [j2]Jiayao Shan, Sifan Zhou, Yubo Cui, Zheng Fang:
Real-Time 3D Single Object Tracking With Transformer. IEEE Trans. Multim. 25: 2339-2353 (2023) - [c3]Yifan Wu, Sifan Zhou, Miao Sun, Tao Xia, Jian Qian, Lei Wang, Shi Shi, Lebei Cui, Chill Wang, Yuan Li, Hengwei Yu, Zhihong Lin, Lei Qiu, Yajie Qin, Min Sun, Rui Bai, Xuefeng Chen, Patrick Yin Chiang, Shenglong Zhuo:
dToF LIDAR System Using Addressable Multi-Channel VCSEL Transmitter, 128x80 SPAD Sensor, and ML-Based Object Detection for Adaptive Beam-Steering. CICC 2023: 1-2 - [i6]Sifan Zhou, Zhi Tian, Xiangxiang Chu, Xinyu Zhang, Bo Zhang, Xiaobo Lu, Chengjian Feng, Zequn Jie, Patrick Yin Chiang, Lin Ma:
FastPillars: A Deployment-friendly Pillar-based 3D Detector. CoRR abs/2302.02367 (2023) - [i5]Shuang Xu, Sifan Zhou, Zhi Tian, Jizhou Ma, Qiong Nie, Xiangxiang Chu:
RobustCalib: Robust Lidar-Camera Extrinsic Calibration with Consistency Learning. CoRR abs/2312.01085 (2023) - 2022
- [i4]Jiayao Shan, Sifan Zhou, Yubo Cui, Zheng Fang:
Real-time 3D Single Object Tracking with Transformer. CoRR abs/2209.00860 (2022) - 2021
- [c2]Yubo Cui, Zheng Fang, Jiayao Shan, Zuoxu Gu, Sifan Zhou:
3D Object Tracking with Transformer. BMVC 2021: 317 - [c1]Jiayao Shan, Sifan Zhou, Zheng Fang, Yubo Cui:
PTT: Point-Track-Transformer Module for 3D Single Object Tracking in Point Clouds. IROS 2021: 1310-1316 - [i3]Zheng Fang, Sifan Zhou, Yubo Cui, Sebastian A. Scherer:
3D-SiamRPN: An End-to-End Learning Method for Real-Time 3D Single Object Tracking Using Raw Point Cloud. CoRR abs/2108.05630 (2021) - [i2]Jiayao Shan, Sifan Zhou, Zheng Fang, Yubo Cui:
PTT: Point-Track-Transformer Module for 3D Single Object Tracking in Point Clouds. CoRR abs/2108.06455 (2021) - [i1]Yubo Cui, Zheng Fang, Jiayao Shan, Zuoxu Gu, Sifan Zhou:
3D Object Tracking with Transformer. CoRR abs/2110.14921 (2021) - 2020
- [j1]Yubo Cui, Zheng Fang, Sifan Zhou:
Point Siamese Network for Person Tracking Using 3D Point Clouds. Sensors 20(1): 143 (2020)
Coauthor Index
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