Alert button
Picture for Zhenguo Li

Zhenguo Li

Alert button

AutoBERT-Zero: Evolving BERT Backbone from Scratch

Jul 15, 2021
Jiahui Gao, Hang Xu, Han shi, Xiaozhe Ren, Philip L. H. Yu, Xiaodan Liang, Xin Jiang, Zhenguo Li

Figure 1 for AutoBERT-Zero: Evolving BERT Backbone from Scratch
Figure 2 for AutoBERT-Zero: Evolving BERT Backbone from Scratch
Figure 3 for AutoBERT-Zero: Evolving BERT Backbone from Scratch
Figure 4 for AutoBERT-Zero: Evolving BERT Backbone from Scratch
Viaarxiv icon

SODA10M: Towards Large-Scale Object Detection Benchmark for Autonomous Driving

Jun 22, 2021
Jianhua Han, Xiwen Liang, Hang Xu, Kai Chen, Lanqing Hong, Chaoqiang Ye, Wei Zhang, Zhenguo Li, Xiaodan Liang, Chunjing Xu

Figure 1 for SODA10M: Towards Large-Scale Object Detection Benchmark for Autonomous Driving
Figure 2 for SODA10M: Towards Large-Scale Object Detection Benchmark for Autonomous Driving
Figure 3 for SODA10M: Towards Large-Scale Object Detection Benchmark for Autonomous Driving
Figure 4 for SODA10M: Towards Large-Scale Object Detection Benchmark for Autonomous Driving
Viaarxiv icon

One Million Scenes for Autonomous Driving: ONCE Dataset

Jun 21, 2021
Jiageng Mao, Minzhe Niu, Chenhan Jiang, Hanxue Liang, Xiaodan Liang, Yamin Li, Chaoqiang Ye, Wei Zhang, Zhenguo Li, Jie Yu, Hang Xu, Chunjing Xu

Figure 1 for One Million Scenes for Autonomous Driving: ONCE Dataset
Figure 2 for One Million Scenes for Autonomous Driving: ONCE Dataset
Figure 3 for One Million Scenes for Autonomous Driving: ONCE Dataset
Figure 4 for One Million Scenes for Autonomous Driving: ONCE Dataset
Viaarxiv icon

Contextualizing Multiple Tasks via Learning to Decompose

Jun 15, 2021
Han-Jia Ye, Da-Wei Zhou, Lanqing Hong, Zhenguo Li, Xiu-Shen Wei, De-Chuan Zhan

Figure 1 for Contextualizing Multiple Tasks via Learning to Decompose
Figure 2 for Contextualizing Multiple Tasks via Learning to Decompose
Figure 3 for Contextualizing Multiple Tasks via Learning to Decompose
Figure 4 for Contextualizing Multiple Tasks via Learning to Decompose
Viaarxiv icon

Towards a Theoretical Framework of Out-of-Distribution Generalization

Jun 13, 2021
Haotian Ye, Chuanlong Xie, Tianle Cai, Ruichen Li, Zhenguo Li, Liwei Wang

Figure 1 for Towards a Theoretical Framework of Out-of-Distribution Generalization
Figure 2 for Towards a Theoretical Framework of Out-of-Distribution Generalization
Figure 3 for Towards a Theoretical Framework of Out-of-Distribution Generalization
Figure 4 for Towards a Theoretical Framework of Out-of-Distribution Generalization
Viaarxiv icon

OoD-Bench: Benchmarking and Understanding Out-of-Distribution Generalization Datasets and Algorithms

Jun 07, 2021
Nanyang Ye, Kaican Li, Lanqing Hong, Haoyue Bai, Yiting Chen, Fengwei Zhou, Zhenguo Li

Figure 1 for OoD-Bench: Benchmarking and Understanding Out-of-Distribution Generalization Datasets and Algorithms
Figure 2 for OoD-Bench: Benchmarking and Understanding Out-of-Distribution Generalization Datasets and Algorithms
Figure 3 for OoD-Bench: Benchmarking and Understanding Out-of-Distribution Generalization Datasets and Algorithms
Figure 4 for OoD-Bench: Benchmarking and Understanding Out-of-Distribution Generalization Datasets and Algorithms
Viaarxiv icon

Joint-DetNAS: Upgrade Your Detector with NAS, Pruning and Dynamic Distillation

May 27, 2021
Lewei Yao, Renjie Pi, Hang Xu, Wei Zhang, Zhenguo Li, Tong Zhang

Figure 1 for Joint-DetNAS: Upgrade Your Detector with NAS, Pruning and Dynamic Distillation
Figure 2 for Joint-DetNAS: Upgrade Your Detector with NAS, Pruning and Dynamic Distillation
Figure 3 for Joint-DetNAS: Upgrade Your Detector with NAS, Pruning and Dynamic Distillation
Figure 4 for Joint-DetNAS: Upgrade Your Detector with NAS, Pruning and Dynamic Distillation
Viaarxiv icon

TransNAS-Bench-101: Improving Transferability and Generalizability of Cross-Task Neural Architecture Search

May 25, 2021
Yawen Duan, Xin Chen, Hang Xu, Zewei Chen, Xiaodan Liang, Tong Zhang, Zhenguo Li

Figure 1 for TransNAS-Bench-101: Improving Transferability and Generalizability of Cross-Task Neural Architecture Search
Figure 2 for TransNAS-Bench-101: Improving Transferability and Generalizability of Cross-Task Neural Architecture Search
Figure 3 for TransNAS-Bench-101: Improving Transferability and Generalizability of Cross-Task Neural Architecture Search
Figure 4 for TransNAS-Bench-101: Improving Transferability and Generalizability of Cross-Task Neural Architecture Search
Viaarxiv icon