2018-06-07 今日收集

【深度强化学习自主学习:克服稀疏奖励】《Autonomous learning in Deep RL: Overcoming sparse rewards - YouTube》by Arxiv Insights O网页链接 ​​​​

【两分钟论文解读之用AI模仿任何人】《Impersonate Anyone With This Technique | Two Minute Papers #254 - YouTube》 O网页链接 L爱可可-爱生活的秒拍视频 ​​​​

《Fast Abstractive Summarization with Reinforce-Selected Sentence Rewriting》Y Chen, M Bansal [UNC Chapel Hill] (2018) O网页链接 view:O网页链接 GitHub:O网页链接 GitHub(PyTorch):O网页链接

'基于python图像识别实现的连连看外挂，可实现QQ连连看秒破' by ThreeDog GitHub: O网页链接 ​​​​

“SWEM (Simple Word-Embedding-based Models)” GitHub:O网页链接 ref:《Baseline Needs More Love: On Simple Word-Embedding-Based Models and Associated Pooling Mechanisms》[Duke University & NEC Laboratories America] (2018) O网页链接 ​​​​

​​​【SSR-Net年龄估计】’[IJCAI18] SSR-Net: A Compact Soft Stagewise Regression Network for Age Estimation' by Tsun-Yi Yang GitHub: O网页链接 ​​​​

《Zero-shot Recognition via Semantic Embeddings and Knowledge Graphs》X Wang, Y Ye, A Gupta [CMU] (2018) O网页链接 view:O网页链接 ​​​​ re-implementation of the zero-shot classification in ImageNet GitHub:O网页链接

【多模知识图谱】’Multimodal Knowledge Graphs - Different data modalities for KBs (images, numerical, etc.)' by nle-ml GitHub: O网页链接 ​​​​

今日焦点：Mix&Match(M&M)——用于训练复杂强化学习代理的通用框架
《Mix&Match - Agent Curricula for Reinforcement Learning》W M Czarnecki, S M. Jayakumar... [DeepMind] (2018) O网页链接 view:O网页链接 ​​​​

今日焦点：基于Homeo-Heterostatic值梯度(HHVG)的无聊驱动(启发)好奇学习
《Boredom-driven curious learning by Homeo-Heterostatic Value Gradients》Y Yu, A Y.C. Chang, R Kanai [Araya] (2018) O网页链接 view:O网页链接 ​​​​

今日焦点：关系RNN——将自注意引入RNN，记忆网络复杂关系推理
《Relational recurrent neural networks》A Santoro, R Faulkner, D Raposo, J Rae, M Chrzanowski, T Weber, D Wierstra, O Vinyals, R Pascanu, T Lillicrap [DeepMind] (2018) O网页链接 view:O网页链接 ​​​​

今日焦点：关系深度强化学习——利用自关注反复推理场景中的实体关系，在Box-World和星际争霸II迷你游戏环境中进行实验《Relational Deep Reinforcement Learning》V Zambaldi, D Raposo... [DeepMind] (2018) O网页链接 view:O网页链接 ​​​​

《Relational Deep Reinforcement Learning》V Zambaldi, D Raposo... [DeepMind] (2018) O网页链接 view:O网页链接 ​​​​

【思维导图模板：文献综述问题定义/聚焦】《Generic Mind Map of Focus Questions for a Literature Review》O网页链接 ​​​​

【InfoGAN学习指南】“InfoGAN · Depth First Learning” by Avital Oliver O网页链接 ​​​​

【RADiCAL：云端视频动作捕捉(人体姿态估计/合成)API服务】“RADiCAL – AI-powered Motion Capture” O网页链接 ​​​​

'CIFAR-10.1 - a new test set for CIFAR-10.' GitHub: O网页链接 ref:《Do CIFAR-10 Classifiers Generalize to CIFAR-10?》O网页链接 ​​​​

【《Python网络爬虫(第二版)》】《Web Scraping with Python, 2nd Edition - Collecting More Data from the Modern Web》by Ryan Mitchell (O'Reilly Media 2018) O网页链接 ​​​​

《Evaluation of Deep Learning Strategies for Nucleus Segmentation in Fluorescence Images》J Caicedo, J Roth, A Goodman, T Becker, KW Karhohs… [Broad Institute of MIT and Harvard & German Research Center for Environmental Health,] (2018) O网页链接 ​​​​

《Deep Mixture of Experts via Shallow Embedding》X Wang, F Yu, R Wang, Y Ma, A Mirhoseini, T Darrell, J E. Gonzalez [UC Berkeley & Google Brain] (2018) O网页链接 view:O网页链接 ​​​​

《Graph Saliency Maps through Spectral Convolutional Networks: Application to Sex Classification with Brain Connectivity》S Arslan, S I Ktena, B Glocker, D Rueckert [Imperial College London] (2018) O网页链接 view:O网页链接 ​​​​

《Backdrop: Stochastic Backpropagation》S Golkar, K Cranmer [New York University] (2018) O网页链接 view:O网页链接 GitHub:O网页链接 ​​​​

《Cube Padding for Weakly-Supervised Saliency Prediction in 360° Videos》H Cheng, C Chao, J Dong, H Wen, T Liu, M Sun [National Tsing Hua University & Taiwan AI Labs & Academia Sinica] (2018) O网页链接 view:O网页链接 ​​​​

《BindsNET: A machine learning-oriented spiking neural networks library in Python》H Hazan, D J. Saunders, H Khan, D T. Sanghavi, H T. Siegelmann, R Kozma [University of Massachusetts Amherst] (2018) O网页链接 view:O网页链接 GitHub:O网页链接 ​​​​

《Universal Statistics of Fisher Information in Deep Neural Networks: Mean Field Approach》R Karakida, S Akaho... [National Institute of Advanced Industrial Science and Technology(AIST) & RIKEN Center for Brain Science(CBS)] (2018) O网页链接 view:O网页链接 ​​​​

《Cyberattack Detection using Deep Generative Models with Variational Inference》S E. Chandy, A Rasekh, Z A. Barker, M. E Shafiee [Xylem] (2018) O网页链接 view:O网页链接 ​​​​

《Mix&Match - Agent Curricula for Reinforcement Learning》W M Czarnecki, S M. Jayakumar... [DeepMind] (2018) O网页链接 view:O网页链接 ​​​​

《Boredom-driven curious learning by Homeo-Heterostatic Value Gradients》Y Yu, A Y.C. Chang, R Kanai [Araya] (2018) O网页链接 view:O网页链接 ​​​​

《Relational recurrent neural networks》A Santoro, R Faulkner, D Raposo, J Rae, M Chrzanowski, T Weber, D Wierstra, O Vinyals, R Pascanu, T Lillicrap [DeepMind] (2018) O网页链接 view:O网页链接 ​​​​

《Why do deep convolutional networks generalize so poorly to small image transformations?》A Azulay, Y Weiss [Hebrew University of Jerusalem] (2018) O网页链接 view:O网页链接 ​​​​

【CVPR 2018 论文集】“Computer Vision Foundation open access” O网页链接 ​​​​