| 查看: 4834 | 回复: 112 | |||||
| 【有奖交流】积极回复本帖子，参与交流，就有机会分得作者 sig102657 的 776 个金币 ，回帖就立即获得 2 个金币，每人有 1 次机会 | |||||
| 当前只显示满足指定条件的回帖，点击这里查看本话题的所有回帖 | |||||
[交流]
Call for Papers (IEEE Transactions on Neural Networks and Learning Systems Speci
|
|||||
IEEE Transactions on Neural Networks and Learning Systems Call for Papers Special Issue on Effective Feature Fusion in Deep Neural Networks https://cis.ieee.org/images/file ... efdnn_tnnls_cfp.pdf Submission deadline: nov. 30, 2020. first notification: feb. 1, 2021 ================================================================================ Due to the powerful ability of learning hierarchical features, Deep Deural Detworks (DNNs) have achieved great success in many intelligent perception systems with image data and/or point cloud data and have been widely used in developing robust automotive driving, visual surveillance, and human-machine interaction. For example, state-of-the-art performances in image classification, object detection, semantic segmentation, and cross-modal perception are obtained by different kinds of DNNs. To a great degree, the success of DNNs stems from properly fusing the hierarchical features which are diverse in semantic-levels, resolutions/scales, roles, sensitivity, and so on. Representative fusion schemes include dense connection, residual learning, skip connection, top-down feature pyramid, and attention-based feature weighting. However, there is a large room for developing more effective feature fusion to improve the performance of dnns so that machine perception can approach or exceed human perception. This special issue focuses on investigating problems and phenomena of existing feature fusion schemes, tackling the challenges of semantic gap and perception of hard objects and scenarios, and providing new ideas, theories, solutions, and insights for effective feature fusion in DNNs for image and/or point cloud data. The topics of interest include, but are not limited to: n Feature fusion for effective backbones and prediction n Feature fusion for image/video data using deep neural networks n Feature fusion for point cloud data using deep neural networks n Adaptive feature fusion networks n Criteria and loss functions for feature fusion in deep neural networks n Feature fusion for detecting/recognizing small objects n Feature fusion for detecting/recognizing occluded objects n Attention-based feature fusion in deep neural networks n Visualization and interpretation of feature fusion n Feature fusion for semantic segmentation n Feature fusion for object tracking n Feature fusion for cross-modal/domain learning n Feature fusion for 3D object detection n New feature fusion problems and applications IMPORTANT DATAS n November 30, 2020: Deadline for manuscript submission n February 1, 2021: Reviewer’s comments to authors n April 1, 2021: Submission deadline of revisions n June 1, 2021: Final decisions to authors n July 1, 2021: Publication date (Early access) GUEST EDITORS Yanwei Pang, Tianjin University, China, pyw@tju.edu.cn Fahad Shahbaz Khan, Inception Institute of Artificial Intelligence, UAE, fahad.khan@liu.se Xin Lu, Adobe Inc., USA, xinl@adobe.com Fabio Cuzzolin, Oxford Brookes University, UK, fabio.cuzzolin@brookes.ac.uk SUBMISSION INSTRUCTIONS n Read the Information for Authors at http://cis.ieee.org/tnnls. n Submit your manuscript at the TNNLS webpage (http://mc.manuscriptcentral.com/tnnls) and follow the submission procedure. Please, clearly indicate on the first page of the manuscript and in the cover letter that the manuscript is submitted to this special issue. Send an email to the leading editor Prof. Yanwei Pang (pyw@tju.edu.cn) with subject “TNNLS special issue submission” to notify your submission. n Early submissions are welcome. We will start the review process as soon as we receive your contributions. |
回复此楼» 本帖附件资源列表
-
欢迎监督和反馈：小木虫仅提供交流平台，不对该内容负责。
本内容由用户自主发布，如果其内容涉及到知识产权问题，其责任在于用户本人，如对版权有异议，请联系邮箱：libolin3@tal.com - 附件 1 : TNNLS_CFP.pdf
2020-04-11 12:34:43, 220.23 K
» 猜你喜欢
前些天开会有个人见到人就搞关系，一查此人全是MDPI/Hindawi论文，鄙视!
已经有17人回复
-
年年想打听，年年打听不到。。
已经有8人回复
-
为什么美国要封锁华为而不封锁丘C同呢？
已经有16人回复
-
入职高校3年发表10+SCI，尽人事听天命
已经有50人回复
-
B口人才项目
已经有23人回复
-
实验室太吵闹，无法安静学习，怎么办？
已经有22人回复
-
化学B02口青基 代表作都是什么水平的？向大佬求助
已经有19人回复
-
离职后国自然项目不能变更单位，在新单位还能申请新的国自然项目吗
已经有11人回复
-
材料博士毕业
已经有3人回复
-
统计一下：硕士毕业答辩后的谢师宴是学生出钱，还是老师出钱？
已经有26人回复
» 抢金币啦！回帖就可以得到:
-
北京工业大学/河北大学临床医学院医工交叉课题组诚聘师资博士后
+1/480
-
北京，诚征另一半
+1/156
-
湖大粤港澳大湾区创新研究院 诚聘研究助理和实习生
+1/128
-
复旦大学胶体材料联培博士招生
+2/120
-
大湾区大学（筹）常建课题组招聘特任研究员-待遇优厚
+1/84
-
还没有领证的时候
+1/76
-
双一流高校生物纳米孔传感课题组招收科研助理和联合培养学生
+1/75
-
Postdoctoral Position @ HK CityU Prof. Zheng' s team. 港城大郑星课题组招聘1～2名
+1/44
-
中国科学院南京土壤研究所科研助理招聘启事
+2/40
-
新加坡南洋理工大学博士后（先进陶瓷材料方向）招聘公告（2024）
+1/36
-
美国西弗吉尼亚大学化工系(能源化工) 招收2025年入学全奖博士
+2/36
-
坐标昆明
+1/32
-
考核完不成写检讨
+1/25
-
同济大学柔性电子与生物传感课题组招生招聘（分析化学、微纳加工等方向）
+1/23
-
南方医科大学熊和建课题组联合珠江医院神经肿瘤外科张祎年诚聘博士后（年薪40万+）
+1/19
-
前所未有的孤独
+1/12
-
照射后发出红光的助剂
+1/7
-
东北大学新能源转换与存储团队教师招聘信息
+1/5
-
2024中国科学院苏州纳米所夏令营-宽禁带半导体超快光电子
+1/4
-
中科院上海硅酸盐所“宏观有限元模拟计算及人工智能方向”招聘有编制工作人员
+1/3
+1/480
26楼2020-04-15 00:21:05
