- Zhize Zhou, Qing Shuai, Yize Wang, Qi Fang, Xiaopeng Ji, Fashuai Li, Hujun Bao, Xiaowei Zhou:
QuickPose: Real-time Multi-view Multi-person Pose Estimation in Crowded Scenes. SIGGRAPH (Conference Paper Track) 2022: 45:1-45:9 - Tianyu Liang, Zhize Wu, Jörg Lässig, Daan van den Berg, Thomas Weise:
Solving the Traveling Salesperson Problem using Frequency Fitness Assignment. SSCI 2022: 360-367 - Haoyu Zhao, Boyue Li, Zhize Li, Peter Richtárik, Yuejie Chi:
BEER: Fast O(1/T) Rate for Decentralized Nonconvex Optimization with Communication Compression. CoRR abs/2201.13320 (2022) - Peter Richtárik, Igor Sokolov, Ilyas Fatkhullin, Elnur Gasanov, Zhize Li, Eduard Gorbunov:
3PC: Three Point Compressors for Communication-Efficient Distributed Training and a Better Theory for Lazy Aggregation. CoRR abs/2202.00998 (2022) - Zhize Wu, Huan-Yi Li, Xiaofeng Wang, Zi-Jun Wu, Le Zou, Lixiang Xu, Ming Tan:
New Benchmark for Household Garbage Image Recognition. CoRR abs/2202.11878 (2022) - Zhize Li, Haoyu Zhao, Boyue Li, Yuejie Chi:
SoteriaFL: A Unified Framework for Private Federated Learning with Communication Compression. CoRR abs/2206.09888 (2022) - Zhize Li, Jian Li:
Simple and Optimal Stochastic Gradient Methods for Nonsmooth Nonconvex Optimization. CoRR abs/2208.10025 (2022) - Lingxiao Huang, Zhize Li, Jialin Sun, Haoyu Zhao:
Coresets for Vertical Federated Learning: Regularized Linear Regression and K-Means Clustering. CoRR abs/2210.14664 (2022) - 2021
- Zhize Wu, Xiao-Feng Wang, Le Zou, Li-Xiang Xu, Xinlu Li, Thomas Weise:
Hierarchical object detection for very high-resolution satellite images. Appl. Soft Comput. 113(Part): 107885 (2021) - Le Zou, Liang-Tu Song, Thomas Weise, Xiao-Feng Wang, Qian-Jing Huang, Rui Deng, Zhize Wu:
A survey on regional level set image segmentation models based on the energy functional similarity measure. Neurocomputing 452: 606-622 (2021) - Lixiang Xu, Lixin Cui, Thomas Weise, Xinlu Li, Zhize Wu, Feiping Nie, Enhong Chen, Yuanyan Tang:
Semi-supervised multi-Layer convolution kernel learning in credit evaluation. Pattern Recognit. 120: 108125 (2021) - Wenguo Li, Zhizeng Luo, Yan Jin, Xugang Xi:
Gesture Recognition Based on Multiscale Singular Value Entropy and Deep Belief Network. Sensors 21(1): 119 (2021) - Shengjie Liu, Zhize Zhou, Huaxiang Ding, Yuanjun Zhong, Qian Shi:
Crop Mapping Using Sentinel Full-Year Dual-Polarized SAR Data and a CPU-Optimized Convolutional Neural Network With Two Sampling Strategies. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14: 7017-7031 (2021) - Thomas Weise, Zhize Wu, Xinlu Li, Yan Chen:
Frequency Fitness Assignment: Making Optimization Algorithms Invariant Under Bijective Transformations of the Objective Function Value. IEEE Trans. Evol. Comput. 25(2): 307-319 (2021) - Thomas Weise, Xinlu Li, Yan Chen, Zhize Wu:
Solving job shop scheduling problems without using a bias for good solutions. GECCO Companion 2021: 1459-1466 - Le Zou, Qian-Jing Huang, Zhize Wu, Liang-Tu Song, Xiao-Feng Wang:
A Robust Distance Regularized Potential Function for Level Set Image Segmentation. ICIC (1) 2021: 547-556 - Eduard Gorbunov, Konstantin Burlachenko, Zhize Li, Peter Richtárik:
MARINA: Faster Non-Convex Distributed Learning with Compression. ICML 2021: 3788-3798 - Zhize Li, Hongyan Bao, Xiangliang Zhang, Peter Richtárik:
PAGE: A Simple and Optimal Probabilistic Gradient Estimator for Nonconvex Optimization. ICML 2021: 6286-6295 - Zhize Li, Peter Richtárik:
CANITA: Faster Rates for Distributed Convex Optimization with Communication Compression. NeurIPS 2021: 13770-13781 - Eduard Gorbunov, Konstantin Burlachenko, Zhize Li, Peter Richtárik:
MARINA: Faster Non-Convex Distributed Learning with Compression. CoRR abs/2102.07845 (2021) - Zhize Li, Peter Richtárik:
ZeroSARAH: Efficient Nonconvex Finite-Sum Optimization with Zero Full Gradient Computation. CoRR abs/2103.01447 (2021) - Zhize Li:
ANITA: An Optimal Loopless Accelerated Variance-Reduced Gradient Method. CoRR abs/2103.11333 (2021) - Zhize Li:
A Short Note of PAGE: Optimal Convergence Rates for Nonconvex Optimization. CoRR abs/2106.09663 (2021) - Zhize Li, Peter Richtárik:
CANITA: Faster Rates for Distributed Convex Optimization with Communication Compression. CoRR abs/2107.09461 (2021) - Haoyu Zhao, Zhize Li, Peter Richtárik:
FedPAGE: A Fast Local Stochastic Gradient Method for Communication-Efficient Federated Learning. CoRR abs/2108.04755 (2021) - Boyue Li, Zhize Li, Yuejie Chi:
DESTRESS: Computation-Optimal and Communication-Efficient Decentralized Nonconvex Finite-Sum Optimization. CoRR abs/2110.01165 (2021) - Ilyas Fatkhullin, Igor Sokolov, Eduard Gorbunov, Zhize Li, Peter Richtárik:
EF21 with Bells & Whistles: Practical Algorithmic Extensions of Modern Error Feedback. CoRR abs/2110.03294 (2021) - Thomas Weise, Zhize Wu, Xinlu Li, Yan Chen, Jörg Lässig:
Frequency Fitness Assignment: Optimization without a Bias for Good Solutions can be Efficient. CoRR abs/2112.00229 (2021) - Haoyu Zhao, Konstantin Burlachenko, Zhize Li, Peter Richtárik:
Faster Rates for Compressed Federated Learning with Client-Variance Reduction. CoRR abs/2112.13097 (2021) - 2020
- Xinlu Li, Mengfei Xu, Jiabo Xu, Thomas Weise, Le Zou, Fei Sun, Zhize Wu:
Image Retrieval Using a Deep Attention-Based Hash. IEEE Access 8: 142229-142242 (2020)