Sifan Zhou

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 22

Top Topics

Diffusion Model

Consistent Labeling

Appearance Modeling

Object Tracking

Top Venues

IEEE Trans. Circuits Syst. II Express Briefs

Publications

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 (2024)
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 (2024)
Jian Qian, Miao Sun, Sifan Zhou, Ziyu Zhao, Ruizhi Hun, Patrick Chiang
Sub-SA: Strengthen In-context Learning via Submodular Selective Annotation. CoRR (2024)
Jian Qian, Miao Sun, Sifan Zhou, Biao Wan, Minhao Li, Patrick Chiang
TimeLDM: Latent Diffusion Model for Unconditional Time Series Generation. CoRR (2024)
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 (2024)
Weisheng Xu, Sifan Zhou, Zhihang Yuan
PillarTrack: Redesigning Pillar-based Transformer Network for Single Object Tracking on Point Clouds. CoRR (2024)
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 (2024)
Jiang Shang, Sifan Zhou
LK-UNet: Large Kernel Design for 3D Medical Image Segmentation. ICASSP (2024)
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 (2024)
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)
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) (2023)
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 (2023)
Jiayao Shan, Sifan Zhou, Yubo Cui, Zheng Fang
Real-Time 3D Single Object Tracking With Transformer. IEEE Trans. Multim. 25 (2023)
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)
Shuang Xu, Sifan Zhou, Zhi Tian, Jizhou Ma, Qiong Nie, Xiangxiang Chu
RobustCalib: Robust Lidar-Camera Extrinsic Calibration with Consistency Learning. CoRR (2023)
Jiayao Shan, Sifan Zhou, Yubo Cui, Zheng Fang
Real-time 3D Single Object Tracking with Transformer. CoRR (2022)
Jiayao Shan, Sifan Zhou, Zheng Fang, Yubo Cui
PTT: Point-Track-Transformer Module for 3D Single Object Tracking in Point Clouds. IROS (2021)
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 (2021)
Jiayao Shan, Sifan Zhou, Zheng Fang, Yubo Cui
PTT: Point-Track-Transformer Module for 3D Single Object Tracking in Point Clouds. CoRR (2021)
Yubo Cui, Zheng Fang, Jiayao Shan, Zuoxu Gu, Sifan Zhou
3D Object Tracking with Transformer. BMVC (2021)
Yubo Cui, Zheng Fang, Jiayao Shan, Zuoxu Gu, Sifan Zhou
3D Object Tracking with Transformer. CoRR (2021)
Yubo Cui, Zheng Fang, Sifan Zhou
Point Siamese Network for Person Tracking Using 3D Point Clouds. Sensors 20 (1) (2020)