深度学习相关阅读论文汇总（持续更新）
Posted WXiujie123456
tags:
篇首语：本文由小常识网(cha138.com)小编为大家整理，主要介绍了深度学习相关阅读论文汇总（持续更新）相关的知识，希望对你有一定的参考价值。
深度学习相关阅读论文汇总（持续更新）
Long-Term Temporal Convolutions（LTC）for Action Recognition
IEEE Transactions on Pattern Analysis and Machine Intelligence 2018
Key word：Action recognition, video analysis, representation learning, spatio-temporal convolutions, neural networks
链接：跳转
Towards Unified Surgical Skill Assessment
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition，CVPR 2021
task：手术技能评估
链接：跳转
Hybrid Recurrent Neural Network Architecture-Based Intention Recognition for Human-Robot Collaboration
IEEE Transactions on Cybernetics ( Early Access ) 12 October 2021
task：人机交互中的意图识别
链接：跳转
MS-TCN++: Multi-Stage Temporal Convolutional Network for Action Segmentation
IEEE transactions on pattern analysis and machine intelligence 2020
task：动作分割
链接：跳转
Learning Motion in Feature Space: Locally-Consistent Deformable Convolution Networks for Fine-Grained Action Detection
Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV), 2019
task：细粒度的动作检测
链接：跳转
SV-RCNet: Workflow Recognition From Surgical Videos Using Recurrent Convolutional Network
IEEE Transactions on Medical Imaging 2018
task：手术工作流识别
链接：跳转
RSDNet: Learning to Predict Remaining Surgery Duration from Laparoscopic Videos Without Manual Annotations
IEEE Transactions on Medical Imaging 2019
task：手术剩余时间预计
链接：跳转
ActionCLIP: A New Paradigm for Video Action Recognition
Computer Vision and Pattern Recognition 2021 浙江大学
task：视频动作识别
链接：跳转
TSM: Temporal Shift Module for Efficient Video Understanding
Computer Vision and Pattern Recognition 2019
task：视频动作理解
链接：跳转
Learning Transferable Visual Models From Natural Language Supervision
Computer Vision and Pattern Recognition 2021
task：利用网上大规模的图片信息来进行训练从而做计算机视觉的任务
链接：跳转
未完待续，如有兴趣请订阅收藏本专栏 (*▽*)
以上是关于深度学习相关阅读论文汇总（持续更新）的主要内容，如果未能解决你的问题，请参考以下文章
深度学习和日常代码中遇到的报错汇总及解决方案，持续更新中。。。。