Qi Cai

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 78

Top Topics

Function Approximation

Object Detection

Reinforcement Learning

Top Venues

IEEE Trans. Circuits Syst. Video Technol.

Publications

Qi Cai, Zai Ping Lu
Biprimitive edge-transitive pentavalent graphs. Discret. Math. 347 (4) (2024)
Helong Yu, Zisong Zhao, Qi Cai, Ali Asghar Heidari, Xingmei Xu, Huiling Chen
Slime mould algorithm with horizontal crossover and adaptive evolutionary strategy: performance design for engineering problems. J. Comput. Des. Eng. 11 (4) (2024)
Yurui Qian, Qi Cai, Yingwei Pan, Yehao Li, Ting Yao, Qibin Sun, Tao Mei
Boosting Diffusion Models with Moving Average Sampling in Frequency Domain. CoRR (2024)
Tianrui Liu, Qi Cai, Changxin Xu, Bo Hong, Fanghao Ni, Yuxin Qiao, Tsungwei Yang
Rumor Detection with a novel graph neural network approach. CoRR (2024)
Tianrui Liu, Qi Cai, Changxin Xu, Bo Hong, Jize Xiong, Yuxin Qiao, Tsungwei Yang
Image Captioning in news report scenario. CoRR (2024)
Qi Cai, Xinrui Li, Yuanxin Wu
Linear Relative Pose Estimation Founded on Pose-only Imaging Geometry. CoRR (2024)
Yian Zhu, Ziye Jia, Qihui Wu, Chao Dong, Zirui Zhuang, Huiling Hu, Qi Cai
UAV Trajectory Tracking via RNN-Enhanced IMM-KF with ADS-B Data. WCNC (2024)
Hongyu Zhang, Maoran Zhu, Qi Cai, Yuanxin Wu
Visual-inertial state estimation based on Chebyshev polynomial optimization. CoRR (2024)
Yaqian Li, Yile Chen, Qi Cai, Liujun Zhu
Calculation of CO2 Emissions from China at Regional Scales Using Remote Sensing Data. Remote. Sens. 16 (3) (2024)
Qi Cai, Zhuoran Yang, Jason D. Lee, Zhaoran Wang
Neural Temporal Difference and Q Learning Provably Converge to Global Optima. Math. Oper. Res. 49 (1) (2024)
Qi Cai, Yingwei Pan, Ting Yao, Chong-Wah Ngo, Tao Mei
ObjectFusion: Multi-modal 3D Object Detection with Object-Centric Fusion. ICCV (2023)
Lingxiao Wang, Qi Cai, Zhuoran Yang, Zhaoran Wang
Represent to Control Partially Observed Systems: Representation Learning with Provable Sample Efficiency. ICLR (2023)
Yian Zhu, Ziye Jia, Qihui Wu, Chao Dong, Zirui Zhuang, Huiling Hu, Qi Cai
UAV Trajectory Tracking via RNN-enhanced IMM-KF with ADS-B Data. CoRR (2023)
Shuhao Jiang, Qi Cai, Yuanda Hu, Xiuqin Zhong
Enhancing Camera Position Estimation by Multi-view Pure Rotation Recognition and Automated Annotation Learning. ICONIP (12) (2023)
Yu Wang, Jingyang Lin, Qi Cai, Yingwei Pan, Ting Yao, Hongyang Chao, Tao Mei
A Low Rank Promoting Prior for Unsupervised Contrastive Learning. IEEE Trans. Pattern Anal. Mach. Intell. 45 (3) (2023)
Qi Cai, Lilian Zhang, Yuanxin Wu, Wenxian Yu, Dewen Hu
A Pose-Only Solution to Visual Reconstruction and Navigation. IEEE Trans. Pattern Anal. Mach. Intell. 45 (1) (2023)
Qi Cai, Yingwei Pan, Ting Yao, Tao Mei
3D Cascade RCNN: High Quality Object Detection in Point Clouds. IEEE Trans. Image Process. 31 (2022)
Jingyang Lin, Yu Wang, Qi Cai, Yingwei Pan, Ting Yao, Hongyang Chao, Tao Mei
Out-of-Distribution Detection with Hilbert-Schmidt Independence Optimization. CoRR (2022)
Qi Cai
Joint Masked Autoencoding with Global Reconstruction for Point Cloud Learning. ICPR Workshops (1) (2022)
Hongyi Guo, Qi Cai, Yufeng Zhang, Zhuoran Yang, Zhaoran Wang
Provably Efficient Offline Reinforcement Learning for Partially Observable Markov Decision Processes. ICML (2022)
Qi Cai, Zhuoran Yang, Zhaoran Wang
Reinforcement Learning from Partial Observation: Linear Function Approximation with Provable Sample Efficiency. ICML (2022)
Qi Cai, Zhuoran Yang, Zhaoran Wang
Sample-Efficient Reinforcement Learning for POMDPs with Linear Function Approximations. CoRR (2022)
Lingxiao Wang, Qi Cai, Zhuoran Yang, Zhaoran Wang
Embed to Control Partially Observed Systems: Representation Learning with Provable Sample Efficiency. CoRR (2022)
Yingwei Pan, Yehao Li, Yiheng Zhang, Qi Cai, Fuchen Long, Zhaofan Qiu, Ting Yao, Tao Mei
Silver-Bullet-3D at ManiSkill 2021: Learning-from-Demonstrations and Heuristic Rule-based Methods for Object Manipulation. CoRR (2022)
Qi Cai, Yingwei Pan, Ting Yao, Tao Mei
3D Cascade RCNN: High Quality Object Detection in Point Clouds. CoRR (2022)
Dongrui Liu, Chuanchuan Chen, Changqing Xu, Qi Cai, Lei Chu, Fei Wen, Robert C. Qiu
A Robust and Reliable Point Cloud Recognition Network Under Rigid Transformation. IEEE Trans. Instrum. Meas. 71 (2022)
Tianqi Guo, Wenqiang Wei, Qi Cai, Rang Cui, Chong Shen, Huiliang Cao
Design and Fabrication of a Novel Wheel-Ring Triaxial Gyroscope. Sensors 22 (24) (2022)
Yufeng Zhang, Boyi Liu, Qi Cai, Lingxiao Wang, Zhaoran Wang
An Analysis of Attention via the Lens of Exchangeability and Latent Variable Models. CoRR (2022)
Qi Cai, Haoshen Zhu, Dingyuan Zeng, Quan Xue, Wenquan Che
A Three-Stage Wideband GaN PA for 5G mm-Wave Applications. IEEE Trans. Circuits Syst. II Express Briefs 69 (12) (2022)
Qi Cai, Lilian Zhang, Yuanxin Wu, Wenxian Yu, Dewen Hu
A Pose-only Solution to Visual Reconstruction and Navigation. CoRR (2021)
Shuang Mei, Qi Cai, Zhijun Gao, Hao Hu, Guojun Wen
Deep Learning Based Automated Inspection of Weak Microscratches in Optical Fiber Connector End-Face. IEEE Trans. Instrum. Meas. 70 (2021)
Qi Cai, Zhifeng Chen, Dapeng Oliver Wu, Shan Liu, Xiang Li
A Novel Video Coding Strategy in HEVC for Object Detection. IEEE Trans. Circuits Syst. Video Technol. 31 (12) (2021)
Yu Wang, Jingyang Lin, Qi Cai, Yingwei Pan, Ting Yao, Hongyang Chao, Tao Mei
A Low Rank Promoting Prior for Unsupervised Contrastive Learning. CoRR (2021)
Boyi Liu, Qi Cai, Zhuoran Yang, Zhaoran Wang
BooVI: Provably Efficient Bootstrapped Value Iteration. NeurIPS (2021)
Qi Cai, Yu Wang, Yingwei Pan, Ting Yao, Tao Mei
Joint Contrastive Learning with Infinite Possibilities. NeurIPS (2020)
Lingxiao Wang, Qi Cai, Zhuoran Yang, Zhaoran Wang
On the Global Optimality of Model-Agnostic Meta-Learning. ICML (2020)
Guojun Wen, Zhijun Gao, Qi Cai, Yudan Wang, Shuang Mei
A Novel Method Based on Deep Convolutional Neural Networks for Wafer Semiconductor Surface Defect Inspection. IEEE Trans. Instrum. Meas. 69 (12) (2020)
Shengjie Li, Qi Cai, Yuanxin Wu
Segmenting Epipolar Line. CISP-BMEI (2020)
Bo Huang, Zhifeng Chen, Qi Cai, Mingkui Zheng, Dapeng Oliver Wu
Rate-Distortion-Complexity Optimized Coding Mode Decision for HEVC. IEEE Trans. Circuits Syst. Video Technol. 30 (3) (2020)
Qi Cai, Yingwei Pan, Yu Wang, Jingen Liu, Ting Yao, Tao Mei
Learning a Unified Sample Weighting Network for Object Detection. CVPR (2020)
Yufeng Zhang, Qi Cai, Zhuoran Yang, Zhaoran Wang
Generative Adversarial Imitation Learning with Neural Network Parameterization: Global Optimality and Convergence Rate. ICML (2020)
Qi Cai, Yu Wang, Yingwei Pan, Ting Yao, Tao Mei
Joint Contrastive Learning with Infinite Possibilities. CoRR (2020)
Qi Cai, Zhifeng Chen, Dapeng Oliver Wu, Bo Huang
Real-Time Constant Objective Quality Video Coding Strategy in High Efficiency Video Coding. IEEE Trans. Circuits Syst. Video Technol. 30 (7) (2020)
Dongrui Liu, Chuanchuan Chen, Changqing Xu, Qi Cai, Lei Chu, Robert Caiming Qiu
A Self Contour-based Rotation and Translation-Invariant Transformation for Point Clouds Recognition. CoRR (2020)
Yufeng Zhang, Qi Cai, Zhuoran Yang, Zhaoran Wang
Generative Adversarial Imitation Learning with Neural Networks: Global Optimality and Convergence Rate. CoRR (2020)
Yufeng Zhang, Qi Cai, Zhuoran Yang, Yongxin Chen, Zhaoran Wang
Can Temporal-Difference and Q-Learning Learn Representation? A Mean-Field Theory. CoRR (2020)
Qi Cai, Yingwei Pan, Yu Wang, Jingen Liu, Ting Yao, Tao Mei
Learning a Unified Sample Weighting Network for Object Detection. CoRR (2020)
Yufeng Zhang, Qi Cai, Zhuoran Yang, Yongxin Chen, Zhaoran Wang
Can Temporal-Difference and Q-Learning Learn Representation? A Mean-Field Theory. NeurIPS (2020)
Qi Cai, Zhuoran Yang, Chi Jin, Zhaoran Wang
Provably Efficient Exploration in Policy Optimization. ICML (2020)
Lingxiao Wang, Qi Cai, Zhuoran Yang, Zhaoran Wang
On the Global Optimality of Model-Agnostic Meta-Learning. CoRR (2020)
Lingxiao Wang, Qi Cai, Zhuoran Yang, Zhaoran Wang
Neural Policy Gradient Methods: Global Optimality and Rates of Convergence. ICLR (2020)
Shengjie Li, Qi Cai, Yuanxin Wu
Segmenting Epipolar Line. CoRR (2020)
Huiliang Cao, Rihui Xue, Qi Cai, Jinyang Gao, Rui Zhao, Yunbo Shi, Kun Huang, Xingling Shao, Chong Shen
Design and Experiment for Dual-Mass MEMS Gyroscope Sensing Closed-Loop System. IEEE Access 8 (2020)
Fuchen Long, Qi Cai, Zhaofan Qiu, Zhijian Hou, Yingwei Pan, Ting Yao, Chong-Wah Ngo
vireoJD-MM at Activity Detection in Extended Videos. CoRR (2019)
Qi Cai, Zhuoran Yang, Jason D. Lee, Zhaoran Wang
Neural Temporal-Difference Learning Converges to Global Optima. NeurIPS (2019)
Qi Cai, Tsung-Ching Lin, Yuanxin Wu, Wenxian Yu, Trieu-Kien Truong
General Method for Prime-point Cyclic Convolution over the Real Field. CoRR (2019)
Qi Cai, Yuanxin Wu, Lilian Zhang, Peike Zhang
Equivalent Constraints for Two-View Geometry: Pose Solution/Pure Rotation Identification and 3D Reconstruction. Int. J. Comput. Vis. 127 (2) (2019)
Yuanxin Wu, Qi Cai, Tnieu-Kien Truong
Fast RodFIter for Attitude Reconstruction From Inertial Measurements. IEEE Trans. Aerosp. Electron. Syst. 55 (1) (2019)
Yingwei Pan, Yehao Li, Qi Cai, Yang Chen, Ting Yao
Multi-Source Domain Adaptation and Semi-Supervised Domain Adaptation with Focus on Visual Domain Adaptation Challenge 2019. CoRR (2019)
Qi Cai, Zhuoran Yang, Chi Jin, Zhaoran Wang
Provably Efficient Exploration in Policy Optimization. CoRR (2019)
Qi Cai, Zhuoran Yang, Jason D. Lee, Zhaoran Wang
Neural Temporal-Difference Learning Converges to Global Optima. CoRR (2019)
Boyi Liu, Qi Cai, Zhuoran Yang, Zhaoran Wang
Neural Trust Region/Proximal Policy Optimization Attains Globally Optimal Policy. NeurIPS (2019)
Qi Cai, Yingwei Pan, Chong-Wah Ngo, Xinmei Tian, Lingyu Duan, Ting Yao
Exploring Object Relation in Mean Teacher for Cross-Domain Detection. CoRR (2019)
Qi Cai, Yingwei Pan, Chong-Wah Ngo, Xinmei Tian, Lingyu Duan, Ting Yao
Exploring Object Relation in Mean Teacher for Cross-Domain Detection. CVPR (2019)
Lingxiao Wang, Qi Cai, Zhuoran Yang, Zhaoran Wang
Neural Policy Gradient Methods: Global Optimality and Rates of Convergence. CoRR (2019)
Boyi Liu, Qi Cai, Zhuoran Yang, Zhaoran Wang
Neural Proximal/Trust Region Policy Optimization Attains Globally Optimal Policy. CoRR (2019)
Zhaofan Qiu, Dong Li, Yehao Li, Qi Cai, Yingwei Pan, Ting Yao
Trimmed Action Recognition, Dense-Captioning Events in Videos, and Spatio-temporal Action Localization with Focus on ActivityNet Challenge 2019. CoRR (2019)
Qi Cai, Mingyi Hong, Yongxin Chen, Zhaoran Wang
On the Global Convergence of Imitation Learning: A Case for Linear Quadratic Regulator. CoRR (2019)
Qi Cai, Yuanxin Wu, Lilian Zhang, Peike Zhang
Equivalent Constraints for Two-View Geometry: Pose Solution/Pure Rotation Identification and 3D Reconstruction. CoRR (2018)
Qi Cai, Wenquan Che, Kaixue Ma, Mi Zhang
A Simplified Transistor-Based Analog Predistorter for a GaN Power Amplifier. IEEE Trans. Circuits Syst. II Express Briefs (3) (2018)
Qi Cai, Yingwei Pan, Ting Yao, Chenggang Yan, Tao Mei
Memory Matching Networks for One-Shot Image Recognition. CoRR (2018)
Yuanxin Wu, Qi Cai, Tnieu-Kien Truong
Fast RodFIter for Attitude Reconstruction from Inertial Measurements. CoRR (2018)
Qi Cai, Yingwei Pan, Ting Yao, Chenggang Yan, Tao Mei
Memory Matching Networks for One-Shot Image Recognition. CVPR (2018)
Bo Huang, Zhifeng Chen, Qi Cai, Min Chen, Dapeng Oliver Wu
Coefficient-group level modeling for low complexity RDO in HEVC. VCIP (2017)
Qi Cai, Zhifeng Chen, Bo Huang, Dapeng Oliver Wu
Robust context-adaptive residual rate model for frame-level bitrate estimation of HEVC. ICME (2017)
Jie Xu, Qi Cai, Cong Shen
DARC: Timely Classification with Randomly Delayed Features. GLOBECOM (2016)
Xin Wang, Su Wu, Kaibo Wang, Xinwei Deng, Liang Liu, Qi Cai
A Spatial Calibration Model for Nanotube Film Quality Prediction. IEEE Trans Autom. Sci. Eng. 13 (2) (2016)
Huazi Zhang, Qi Cai, Qiuyuan Huang, Dapeng Wu
Storage-Retrieval-Repair Cost Tradeoff in Network-Coded Distributed Storage Systems. GLOBECOM Workshops (2016)
Wenbiao Wang, Qi Cai, Siyuan Wang
The Research of Building Indoor Temperature Prediction Based on Support Vector Machine. ISNN (2014)
Qi Cai, Li Song
AVS encoding optimization with perceptual just noticeable distortion model. ICICS (2013)
Qi Cai, Li Song, Guichun Li, Nam Ling
Lossy and lossless intra coding performance evaluation: HEVC, H.264/AVC, JPEG 2000 and JPEG LS. APSIPA (2012)