Multi-domain multi-task learning Rebuffi, S.-A., Bilen, H., & Vedaldi, A.Learning multiple visual domains with residual adapters. NeurIPS, 2017. BDD100K [URL] 10-task Driving Dataset Yu, F., Chen, H., Wang, X., Xian, W., Chen, Y., Liu, F., Madhavan, V., & Darrell, T....
迁移学习 | Transfer Learning 元学习 | Meta-learning 多任务学习 | Multi-task Learning 不平衡/长尾学习 | Imbalanced/Long-tail Learning 少样本学习 | Few-shot Learning 对抗学习 | Adversarial Learning 鲁棒/稳健学习 | Robust Learning 主动学习 | Active Learning 终生/增量/持续学习 | Lifelong/Incremental...
论文标题:Zero-Shot Task Generalization with Multi-Task Deep Reinforcement Learning 论文标题:PaLI: A Jointly-Scaled Multilingual Language-Image Model 论文标题:Think Global, Act Local: Dual-scale Graph Transformer for Vision-and-Language Navigation 论文标题:See, Plan, Predict: Language-guided Cognitive ...
Multitask-Learning 多任务学习相关资料,主要包括代表性学者主页、论文、综述、幻灯片、论文集和开源代码。欢迎分享~ This repository collects Multitask-Learning related materials, mainly including the homepage of representative scholars, papers, surveys, slides, proceedings, and open-source projects. Welcome to...
[DEEP LEARNING] CatBoost - General purpose gradient boosting on decision trees library with categorical features support out of the box. It is easy to install, contains fast inference implementation and supports CPU and GPU (even multi-GPU) computation. CNTK - The Computational Network Toolkit (...
Meta-Learning for Low-resource Natural Language Generation in Task-oriented Dialogue Systems, (2019),Fei Mi, Minlie Huang, Jiyong Zhang, Boi Faltings.[pdf] MIND: Model Independent Neural Decoder, (2019),Yihan Jiang, Hyeji Kim, Himanshu Asnani, Sreeram Kannan.[pdf] ...
Learning Multi-Scale Photo Exposure Correction Paper:https://arxiv.org/abs/2003.11596 Code:https://github.com/mahmoudnafifi/Exposure_Correction Robust Reflection Removal with Reflection-free Flash-only Cues Paper:https://arxiv.org/abs/2103.04273 ...
1. Neural Relation Extraction with Multi-lingual Attention(Lin/ ACL2017) 这篇文章是在Lin 2016年Selective Attention的基础上进行改进,将以前仅仅研究单一语言扩展到多语言信息抽取。多数已有的研究都致力于单语言数据,而忽略了多语言文本中丰富的信息。多语言数据对信息抽取任务有以下两个优势: ...
A Multi-task Selected Learning Approach for Solving 3D Bin Packing Problem. Arxiv, 2018. paper Duan, Lu and Hu, Haoyuan and Qian, Yu and Gong, Yu and Zhang, Xiaodong and Xu, Yinghui and Wei, Jiangwen. Ranked Reward: Enabling Self-Play Reinforcement Learning for Combinatorial Optimization Al...
Patel, Rama Chellappa .HyperFace: A Deep Multi-task Learning Framework for Face Detection, Landmark Localization, Pose Estimation, and Gender Recognition .[J] arXiv preprint arXiv:1603.01249. Upal Mahbub, Vishal M. Patel, Deepak Chandra, Brandon Barbello, Rama Chellappa .Partial Face Detection ...