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Understanding and Mitigating Overfitting in Prompt Tuning for Vision-Language Models 期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2023, 卷号: 33, 期号: 9, 页码: 4616-4629
作者:  Ma, Chengcheng;  Liu, Yang;  Deng, Jiankang;  Xie, Lingxi;  Dong, Weiming;  Xu, Changsheng
Adobe PDF(1644Kb)  |  收藏  |  浏览/下载：97/12  |  提交时间：2023/11/16
Vision-language model  prompt tuning  over-fitting  subspace learning  gradient projection  
A New Diagnosis Method with Few-shot Learning Based on a Class-rebalance Strategy for Scarce Faults in Industrial Processes 期刊论文
Machine Intelligence Research, 2023, 页码: 1-12
作者:  Xu, Xinyao;  Xu, De;  Qin, Fangbo
Adobe PDF(1677Kb)  |  收藏  |  浏览/下载：164/59  |  提交时间：2023/06/21
data augmentation  feature clustering  class-rebalance strategy  few-shot learning  fault diagnosis  
3D Grasp Pose Generation from 2D Anchors and Local Surface 会议论文
, 广州，中国, 2022-12-10
作者:  Hao Xu;  Yangchang Sun;  Qi Sun;  Minghao Yang;  Jinlong Chen;  Baohua Qiang;  Jinghong Wang
Adobe PDF(711Kb)  |  收藏  |  浏览/下载：140/57  |  提交时间：2023/06/27
Robotics  grasping  
Mechanical Particle Filter-Based Active Vision System for Fast Wide-Area Multiobject Detection 期刊论文
IEEE Transactions on Instrumentation and Measurement, 2022, 卷号: 71, 页码: 1-13
作者:  Long XL(龙宪磊);  Ma, Liping;  Jiang, He;  Li, Zhikai;  Chen, Yunze;  Gu, Qingyi
Adobe PDF(4989Kb)  |  收藏  |  浏览/下载：235/48  |  提交时间：2022/12/19
High-speed vision , mechanical particle filter (MPF) , object detection , visual feedback , wide-area surveillance  
Convolutional Prototype Network for Open Set Recognition 期刊论文
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2022, 卷号: 44, 期号: 5, 页码: 2358-2370
作者:  Hong-Ming Yang;  Xu-Yao Zhang;  Fei Yin;  Qing Yang;  Cheng-Lin Liu
Adobe PDF(5038Kb)  |  收藏  |  浏览/下载：348/69  |  提交时间：2021/06/02
open-set recognition  CNN  prototype model  unknown detection  discriminative model  generative model  
A Self-Supervised CNN for Particle Inspection on Optical Element 期刊论文
IEEE Transactions on Instrumentation and Measurement, 2021, 卷号: 70, 期号: 1, 页码: 1-12
作者:  Hou W(侯伟);  Tao X(陶显);  Xu D(徐德)
Adobe PDF(2721Kb)  |  收藏  |  浏览/下载：250/60  |  提交时间：2021/06/21
Inspection  Feature reuse  optical element  particle inspection  self-supervised learning  transfer learning  
A robotic grasping approach with elliptical cone-based potential fields under disturbed scenes 期刊论文
INTERNATIONAL JOURNAL OF ADVANCED ROBOTIC SYSTEMS, 2021, 卷号: 18, 期号: 1, 页码: 11
作者:  Geng, Wenjie;  Cao, Zhiqiang;  Li, Zhonghui;  Yu, Yingying;  Jing, Fengshui;  Yu, Junzhi
Adobe PDF(15762Kb)  |  收藏  |  浏览/下载：291/21  |  提交时间：2021/03/29
Robotic grasping  elliptical cone  potential field  disturbed scene  
A robotic grasping approach with elliptical cone-based potential fields under disturbed scenes 期刊论文
International Journal of Advanced Robotic Systems, 2021, 卷号: 1, 期号: 18, 页码: 1-11
作者:  Wenjie Geng;  Zhiqiang Cao;  Zhonghui Li;  Yingying Yu;  Fengshui Jing;  Junzhi Yu
Adobe PDF(15762Kb)  |  收藏  |  浏览/下载：78/25  |  提交时间：2023/06/29
Robotic grasping, elliptical cone, potential field, disturbed scene  
Unfolding the Alternating Optimization for Blind Super Resolution 会议论文
, 加拿大渥太华, 2020-12
作者:  Luo, Zhengxiong;  Huang, Yan;  Li, Shang;  Wang, Liang;  Tan, Tieniu
Adobe PDF(28741Kb)  |  收藏  |  浏览/下载：65/19  |  提交时间：2023/06/09
PCA-SRGAN: Incremental Orthogonal Projection Discrimination for Face Super-resolution 会议论文
, Seattle, WA, USA, October 12-16, 2020
作者:  Hao Dou;  Chen Chen;  Xiyuan Hu;  Zuxing Xuan;  Zhisen Hu;  Silong Peng
Adobe PDF(2146Kb)  |  收藏  |  浏览/下载：200/34  |  提交时间：2021/06/02
face super-resolution  GAN  PCA  cumulative learning