24小时热门版块排行榜

返回列表

【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

sig102657

新虫 (著名写手)

应助: 0 (幼儿园)
金币: 216.7
帖子: 2437
在线: 4小时
虫号: 20772003

[交流] Call for Papers (IEEE Transactions on Neural Networks and Learning Systems Speci

截稿日期:

2020年11月30号

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

博士去高校就是为了有寒暑假吗？已经有24人回复
白天不懂夜的黑，90后青椒与60后老板已经有6人回复
博三一直没文章怎么办已经有38人回复
蹲一个男朋友已经有37人回复
手稿提交了两遍已经有5人回复
急求博导收留已经有15人回复
去年申请基金的评审意见是ChatGPT在国内是禁止的，研究方案中有使用ChatGPT不合理已经有4人回复
申请基金代表性成果已经有20人回复
word转成pdf之后公式里面的字体变了，正文字体没变。已经有7人回复
基金委也是打工的已经有33人回复

» 抢金币啦！回帖就可以得到:
查看全部散金贴

1楼2020-04-11 12:35:02

[教师之家] 博士去高校就是为了有寒暑假吗？ +18	wenwen0825 2024-05-16	24/1200	2024-05-21 07:41 by yuanjijoy
[硕博家园] 博三一直没文章怎么办 +24	133456 2024-05-17	38/1900	2024-05-21 07:26 by 133456
[硕博家园] 蹲一个男朋友 +23	伊伊莎贝拉 2024-05-17	37/1850	2024-05-21 07:24 by 未来可期简直不�
[硕博家园] 被导师抓着一个褥羊毛该咋办 +13	未来可期简直不� 2024-05-15	25/1250	2024-05-20 23:03 by ca0yan9
[考博] 双非博士还是985科研助理，然后再读博 +6	lxdatj123 2024-05-18	12/600	2024-05-20 21:06 by chgan2
[基金申请] 青年拔尖出炉 +6	babu2015 2024-05-14	7/350	2024-05-20 20:20 by hema6g13
[考博] 换导师 +14	是柠檬呀！ 2024-05-18	25/1250	2024-05-20 18:36 by 是柠檬呀！
[有机交流] 除DMSO +5	Spiralup 2024-05-15	6/300	2024-05-20 17:49 by 刘洪振
[基金申请] 有知道工材e01情况的吗？ +13	xiaopang8958 2024-05-17	19/950	2024-05-20 09:52 by 蜕变123~
[教师之家] 优秀毕业论文指导教师，普通老师有希望吗？ +6	河西夜郎 2024-05-17	7/350	2024-05-20 09:36 by 晓目崇
[教师之家] “直接受聘正高专业技术职务”怎么理解 +8	ZHONGWU_U 2024-05-17	10/500	2024-05-19 18:29 by Quakerbird
[教师之家] 执念 +7	459582015 2024-05-16	8/400	2024-05-19 18:22 by Quakerbird
[找工作] 浙江的高校现在门槛都这么高吗 +10	dadqweq_qw 2024-05-16	10/500	2024-05-19 17:02 by wenwen0825
[论文投稿] 推荐转投（ transfer pending）是否有用？ 50+3	lily5289 2024-05-17	7/350	2024-05-19 15:11 by wanghuawei
[论文投稿] Angew拒稿重投经历大修返回又送审了 48+3	YOONAZHA 2024-05-18	5/250	2024-05-19 11:28 by nono2009
[基金申请] 大佬们，哪位大神知道E09有没有送啊？ +4	牛棕色左右 2024-05-15	7/350	2024-05-18 22:48 by 牛棕色左右
[留学DIY] 求助：医生想润 +7	safrina 2024-05-15	7/350	2024-05-17 18:50 by 卡皮吧啦123
[论文投稿] 投稿成功后又想撤回 +5	otani 2024-05-16	5/250	2024-05-17 16:02 by topedit
[基金申请] 青基 +3	变成超人 2024-05-15	4/200	2024-05-17 12:42 by ssxclkj
[考博] 深度学习申博 +4	酸菜鱼． 2024-05-15	4/200	2024-05-16 11:12 by 安塔瓦拉多

24小时热门版块排行榜

[交流] Call for Papers (IEEE Transactions on Neural Networks and Learning Systems Speci

» 本帖附件资源列表

» 猜你喜欢

» 抢金币啦！回帖就可以得到:查看全部散金贴

» 抢金币啦！回帖就可以得到:
查看全部散金贴