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CASIA OpenIR

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基于语境辅助转换器的图像标题生成算法 期刊论文
自动化学报, 2023, 卷号: 49, 期号: 9, 页码: 1889-1903
作者:  连政;  王瑞;  李海昌;  姚辉;  胡晓惠
Adobe PDF(3362Kb)  |  收藏  |  浏览/下载：1/0  |  提交时间：2024/04/24
图像标题生成  注意力机制  转换器  视觉连贯性  
A Comprehensive Overview of CFN From a Commonsense Perspective 期刊论文
Machine Intelligence Research, 2024, 卷号: 21, 期号: 2, 页码: 239-256
作者:  Ru Li;  Yunxiao Zhao;  Zhiqiang Wang;  Xuefeng Su;  Shaoru Guo;  Yong Guan;  Xiaoqi Han;  Hongyan Zhao
Adobe PDF(2392Kb)  |  收藏  |  浏览/下载：1/0  |  提交时间：2024/04/23
Chinese FrameNet (CFN), commonsense, scenario commonsense, frame, knowledge  
Transmission Line Insulator Defect Detection Based on Swin Transformer and Context 期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 5, 页码: 729-740
作者:  Yu Xi;  Ke Zhou;  Ling-Wen Meng;  Bo Chen;  Hao-Min Chen;  Jing-Yi Zhang
Adobe PDF(18337Kb)  |  收藏  |  浏览/下载：2/0  |  提交时间：2024/04/23
Insulator defect, object detection, Swin transformer, data augmentation, context information  
Transformer: A General Framework from Machine Translation to Others 期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 4, 页码: 514-538
作者:  Yang Zhao;  Jiajun Zhang;  Chengqing Zong
Adobe PDF(1415Kb)  |  收藏  |  浏览/下载：4/0  |  提交时间：2024/04/23
Neural machine translation, Transformer, document neural machine translation (NMT), multimodal NMT, low-resource NMT  
A Review of Predictive and Contrastive Self-supervised Learning for Medical Images 期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 4, 页码: 483-513
作者:  Wei-Chien Wang;  Euijoon Ahn;  Dagan Feng;  Jinman Kim
Adobe PDF(2691Kb)  |  收藏  |  浏览/下载：4/1  |  提交时间：2024/04/23
Self-supervised learning (SSL), contrastive learning, deep learning, medical image analysis, computer vision  
Large-scale Multi-modal Pre-trained Models: A Comprehensive Survey 期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 4, 页码: 447-482
作者:  Xiao Wang;  Guangyao Chen;  Guangwu Qian;  Pengcheng Gao;  Xiao-Yong Wei;  Yaowei Wang;  Yonghong Tian;  Wen Gao
Adobe PDF(3540Kb)  |  收藏  |  浏览/下载：2/0  |  提交时间：2024/04/23
Multi-modal (MM), pre-trained model (PTM), information fusion, representation learning, deep learning  
EVA2.0: Investigating Open-domain Chinese Dialogue Systems with Large-scale Pre-training 期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 2, 页码: 207-219
作者:  Yuxian Gu;  Jiaxin Wen;  Hao Sun;  Yi Song;  Pei Ke;  Chujie Zheng;  Zheng Zhang;  Jianzhu Yao;  Lei Liu;  Xiaoyan Zhu;  Minlie Huang
Adobe PDF(1846Kb)  |  收藏  |  浏览/下载：2/1  |  提交时间：2024/04/23
Natural language processing  deep learning (DL)  large-scale pre-training  dialogue systems  Chinese open-domain conversational model  
Video Polyp Segmentation: A Deep Learning Perspective 期刊论文
Machine Intelligence Research, 2022, 卷号: 19, 期号: 6, 页码: 531-549
作者:  Ge-Peng Ji;  Guobao Xiao;  Yu-Cheng Chou;  Deng-Ping Fan;  Kai Zhao;  Geng Chen;  Luc Van Gool
Adobe PDF(9520Kb)  |  收藏  |  浏览/下载：4/0  |  提交时间：2024/04/23
Video polyp segmentation (VPS)  dataset  self-attention  colonoscopy  abdomen  
Causal Reasoning Meets Visual Representation Learning: A Prospective Study 期刊论文
Machine Intelligence Research, 2022, 卷号: 19, 期号: 6, 页码: 485-511
作者:  Yang Liu;  Yu-Shen Wei;  Hong Yan;  Guan-Bin Li;  Liang Lin
Adobe PDF(3224Kb)  |  收藏  |  浏览/下载：3/0  |  提交时间：2024/04/23
Causal reasoning  visual representation learning  reliable artificial intelligence  spatial-temporal data  multi-modal analysis  
Clause-level Relationship-aware Math Word Problems Solver 期刊论文
Machine Intelligence Research, 2022, 卷号: 19, 期号: 5, 页码: 425-438
作者:  Chang-Yang Wu;  Xin Lin;  Zhen-Ya Huang;  Yu Yin;  Jia-Yu Liu;  Qi Liu;  Gang Zhou
Adobe PDF(2063Kb)  |  收藏  |  浏览/下载：2/0  |  提交时间：2024/04/23
Artificial intelligence (AI)  artificial neural network (ANN)  computational mathematics  machine intelligence  machine learning