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Enhancing Reinforcement Learning via Transformer-based State Predictive Representations 期刊论文
IEEE Transactions on Artificial Intelligence, 2024, 页码: 1 - 12
Authors:  Liu MS(刘民颂);  Zhu YH(朱圆恒);  Chen YR(陈亚冉);  Zhao DB(赵冬斌)
Adobe PDF(1162Kb)  |  Favorite  |  View/Download:22/5  |  Submit date:2024/06/24
ABCP: Automatic Blockwise and Channelwise Network Pruning via Joint Search 期刊论文
IEEE TRANSACTIONS ON COGNITIVE AND DEVELOPMENTAL SYSTEMS, 2023, 卷号: 15, 期号: 3, 页码: 1560-1573
Authors:  Li, Jiaqi;  Li, Haoran;  Chen, Yaran;  Ding, Zixiang;  Li, Nannan;  Ma, Mingjun;  Duan, Zicheng;  Zhao, Dongbin
Favorite  |  View/Download:139/0  |  Submit date:2023/12/21
Joint search  model compression  pruning  reinforcement learning  
Adaptive Search for Broad Attention based Vision Transformers 期刊论文
IEEE Transactions on Evolutionary Computation, 2023, 页码: 0-0
Authors:  Nannan Li;  Yaran Chen;  Dongbin Zhao
Adobe PDF(824Kb)  |  Favorite  |  View/Download:187/59  |  Submit date:2023/06/28
Dense Attention: A Densely Connected Attention Mechanism for Vision Transformer 会议论文
, Queensland, Australia, June 18 - 23, 2023
Authors:  Nannan Li;  Yaran Chen;  Dongbin Zhao
Adobe PDF(3683Kb)  |  Favorite  |  View/Download:164/39  |  Submit date:2023/06/28
BViT: Broad Attention-Based Vision Transformer 期刊论文
IEEE Transactions on Neural Networks and Learning Systems, 2023, 页码: 1 - 12
Authors:  Nannan Li;  Yaran Chen;  Weifan Li;  Zixiang Ding;  Dongbin Zhao;  Shuai Nie
Adobe PDF(2171Kb)  |  Favorite  |  View/Download:227/61  |  Submit date:2023/06/27
Broad attention  broad connection  image classification  parameter-free attention  vision transformer  
Multi-Objective Neural Architecture Search for Light-Weight Model 会议论文
, Hangzhou, China, 22-24 November 2019
Authors:  Nannan Li;  Yaran Chen;  Zixiang Ding;  Dongbin Zhao;  Zhonghua Pang;  Ruisheng Qin
Adobe PDF(430Kb)  |  Favorite  |  View/Download:161/53  |  Submit date:2023/06/27
Neural architecture search  light-weight  multi-objective  reinforcement learning  image classification  
Lane change decision-making through deep reinforcement learning with rule-based constraints 会议论文
, Budapest, Hungary, 2019-7
Authors:  Wang JJ(王俊杰);  Zhang QC(张启超);  Zhao DB(赵冬斌);  Chen YR(陈亚冉)
Adobe PDF(295Kb)  |  Favorite  |  View/Download:138/41  |  Submit date:2023/05/30
Lane Change  Decision-making  Deep Reinforcement Learning  Deep Q-Network  
Boost 3-D Object Detection via Point Clouds Segmentation and Fused 3-D GIoU-L-1 Loss 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2022, 卷号: 33, 期号: 2, 页码: 762-773
Authors:  Chen, Yaran;  Li, Haoran;  Gao, Ruiyuan;  Zhao, Dongbin
Adobe PDF(2082Kb)  |  Favorite  |  View/Download:290/67  |  Submit date:2022/03/17
3-D object detection  generalized Intersection of Union (GIoU) loss  segmentation  
ModuleNet: Knowledge-Inherited Neural Architecture Search 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2021, 页码: 11
Authors:  Chen, Yaran;  Gao, Ruiyuan;  Liu, Fenggang;  Zhao, Dongbin
Favorite  |  View/Download:210/0  |  Submit date:2022/01/27
Computer architecture  Task analysis  Knowledge based systems  Microprocessors  Statistics  Sociology  Computational modeling  Evaluation algorithm  knowledge inherited  neural architecture search (NAS)  
BiFNet: Bidirectional Fusion Network for Road Segmentation 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2021, 页码: 12
Authors:  Li, Haoran;  Chen, Yaran;  Zhang, Qichao;  Zhao, Dongbin
Favorite  |  View/Download:199/0  |  Submit date:2022/01/27
Roads  Image segmentation  Three-dimensional displays  Cameras  Laser radar  Fuses  Feature extraction  Adaptive learning  autonomous vehicles  multisensor fusion  road segmentation