Hot Tweets

@AndrewYNg
I'm grateful for Dr. Fauci's tireless work to disseminate good science about the pandemic. When we see a scientis… https://t.co/6IJrwlhsQT
2020-07-13 Super Hot
@AndrewYNg
New @ICEgov policy regarding F-1 visa international students is horrible & will hurt the US, students, and universi… https://t.co/T94Gt0a8sn
2020-07-06 Super Hot
@AndrewYNg
I wrote in today's edition of The Batch about the new F-1 visa policy, and want to share that message here as well.… https://t.co/GbniQKQrm3
2020-07-08 Super Hot
@AndrewYNg
Wonderful! Kudos to Harvard and MIT for fighting this in court, as well as to everyone that spoke up against the ne… https://t.co/nO0hMFRvsc
2020-07-14 Super Hot
@AndrewYNg
Here's the text of the policy. This puts the US, students and universities in a lose-lose-lose situation.… https://t.co/9wFh3Ar7d5
2020-07-06 Super Hot
@Reza_Zadeh
The Traveling Salesman Problem approximation ratio hasn't improved from 3/2 since 1976, via MST + Minimum-Weight Pe… https://t.co/ZY1rMZHNIk
2020-07-08 Super Hot
@DeepMind
Out today in Neuron, a new paper on the connections between deep reinforcement learning and neuroscience from Matt… https://t.co/nGY71vS5en
2020-07-13 Super Hot
@CT_Bergstrom
1. This thread about an important paper from @jonassjuul, K. Græsbøll, L. Christiansen, and @suneman will be more t… https://t.co/eBg8DDUWZl
2020-07-13 Super Hot
@DeepMind
In a new paper, “Better Document-Level Machine Translation with Bayes‘ Rule”, we found that context-aware machine t… https://t.co/iklm5vxsze
2020-07-06 Hot
@DeepMind
Animals have an exceptional ability to perceive their surroundings & understand the general link between the featur… https://t.co/GaKsRSxKhY
2020-07-03 Hot
@KirkDBorne
Backpropagation in #MachineLearning and #Finance, Explained in 15 mins: https://t.co/fNKH8dzZfM —————— #BigData… https://t.co/j3PYc9jiWB
2020-07-11 Hot
@AntonioParis
The Mars Helicopter "Ingenuity" is the next step in planetary exploration. Here is some drone footage of our latest… https://t.co/CO9Zl1ePWe
2020-07-06 Hot
@NandoDF
Will scientists solve AI with the support of engineers? Or will engineers solve AI with the support of scientists?… https://t.co/dH4TVaz9R6
2020-07-02 Hot
@MarGomezH
En un nuevo análisis publicado en arXiv y pendiente de revisión en Nature, explican más detalles: https://t.co/DAeRrkpzCx
2020-07-10 Hot
@KirkDBorne
Free self-paced learning path for #MachineLearning and #DeepLearning: https://t.co/Havxpbx4J1 —————— #abdsc… https://t.co/VTsdXu6Zy9
2020-07-01 Hot
@DeepMind
How can we identify action segments (like “pour milk”) in videos demonstrating high-level tasks (like “make a latte… https://t.co/50dQFAAnRM
2020-07-03 Hot
@SpirosMargaris
Humbled & Honored to have Reached 100'000 Twitter Followers. Thank You ALL for Following and Engaging With me.… https://t.co/mHRp3inTXy
2020-07-02 Hot
@DeepMind
Introducing TayPO, a unifying framework that generalises prior work as first order special cases, draws close conne… https://t.co/LhCimzIy6R
2020-07-13 Hot
@AndrewYNg
@HelixNg_ I would like to up-volt this message.
2020-07-02 Hot
@JohnRHutchinson
"We discuss a trajectory of penguins' faeces after the powerful shooting due to their strong rectal pressure." you… https://t.co/soPmDtMwFX
2020-07-12 Hot
@NandoDF
Amazing practical Reinforcement Learning tutorial by @FeryalMP in JAX https://t.co/Xz2CmAkwWg and Acme… https://t.co/FufrX7fVHM
2020-07-03 Hot
@KirkDBorne
The top #DeepLearning implementation at #AI conferences >> Learn #PyTorch with these free online courses & tutorial… https://t.co/hKuyd5kYQo
2020-07-09 Hot
@80Level
Evgeny Dyabin from the @Cascadeur_soft team discussed the logic behind their autoposing feature implemented using… https://t.co/VD4IPfaHXV
2020-07-13 Hot
@neuroecology
Cool news: architecture search can find deep networks that perform better than human designs Distressing news: the… https://t.co/XNHgaPVE6z
2020-07-02 Hot
@skdh
Projectile Trajectory of Penguin's Faeces and Rectal Pressure Revisited https://t.co/PfMDEiVqyN
2020-07-03 Hot
@alex_riveiro
Si te pica la curiosidad, el estudio es R. Ferdman, P. Freire, N. Pol et al.; "Asymmetric mass ratios for bright do… https://t.co/L8k9n0PilA
2020-07-09 Hot
@KirkDBorne
[2/5] R lovers paradise! >> Download the most fabulous R Cheat Sheets from @Rstudio >> https://t.co/eY55zVyXI7 ———… https://t.co/BWFXi0D0G0
2020-07-09 Hot
@KirkDBorne
[UPDATED this year] Free PDF #DataScience Cheat Sheet covers concepts in Statistical Learning, #MachineLearning,… https://t.co/ep6WuaqB4t
2020-07-05 Hot
@KirkDBorne
Comprehensive Repository of Resources for #DataScientists, including: “27 Articles about #MachineLearning… https://t.co/adjLAL0gig
2020-07-03 Hot
@evacide
I am extremely here for this academic paper, which applies post-colonial and decolonial critical theories to AI. I'… https://t.co/1pHzS0WPWd
2020-07-09 Hot
@KirkDBorne
Free self-paced learning path for #MachineLearning and #DeepLearning: https://t.co/Havxpbftkr —————— #abdsc… https://t.co/Dc6osI1dIV
2020-07-08 Hot
@NandoDF
If you’re born in the UK and other European countries, you are not entitled to European citizenship, even if your p… https://t.co/8Pu4Jq0b7C
2020-07-07 Hot
@KirkDBorne
Hundreds of articles & resources for #DataScientists, sorted into many different topics: https://t.co/qz1nRPOxJj —… https://t.co/oUyesW99Mt
2020-07-07
@MonaChalabi
In the year 2020, we don’t have the $$ to research the trans homicide rate but we can finance “Projectile Trajector… https://t.co/06hQ73ADQD
2020-07-04
@MIT_CSAIL
A new algorithm has shown potential in being able to detect covid-19 case surges >2 weeks in advance, using Twitter… https://t.co/tsGLmzdBdk
2020-07-14
@KirkDBorne
Backpropagation in #MachineLearning and #Finance, Explained in 15 mins: https://t.co/fNKH8dzZfM —————— #BigData… https://t.co/pDWX2kCHxD
2020-07-01
@KirkDBorne
Useful Comparison Tables for #AI, #MachineLearning, #DeepLearning, #Algorithms, #DataScience, #IoT, #RPA, and more:… https://t.co/5GeNdCU2A8
2020-07-09
@JeffDean
AutoML-Zero: new research from @GoogleAI researchers Esteban Real, @crazydonkey200, David R. So, & @quocleix that… https://t.co/41jV7zdxy6
2020-07-10
@SpirosMargaris
Baidu Plans to Deploy 5 Million #AI Cloud Servers by 2030 and Train 5 Million AI #Professionals… https://t.co/AwO0JdFQbK
2020-07-05
@KirkDBorne
20+ Articles & Tutorials on Classification Methods for #DataScientists at @DataScienceCtrl https://t.co/rZOkrIkwQ0… https://t.co/7YZMYbsAK8
2020-07-01
@KirkDBorne
This past week's top content for #DataScientists at https://t.co/3CChNzZNYy @DataScienceCtrl —————— #BigData… https://t.co/EVjXr6o6ns
2020-07-06
@KirkDBorne
Great opportunity to get some brilliant Audiobooks and #BeDataBrilliant → https://t.co/2TXkTnc62Z … Explore 400+… https://t.co/qxh5UhyGgI
2020-07-08
@chelseabfinn
Convolution is an example of structure we build into neural nets. Can we _discover_ convolutions & other symmetries… https://t.co/TA6pK8Om26
2020-07-08
@KirkDBorne
23 sources of data bias for #MachineLearning and #DeepLearning: https://t.co/7WfFl1QVbp —————— #BigData… https://t.co/UvNpgJuVUg
2020-07-08
@hardmaru
“A task we called The Ninja Walk, where the proposed algorithm is evaluated in an extreme locomotion scenario.”… https://t.co/2Drti7KFor
2020-07-04
@KirkDBorne
"AI for People and Business" — a framework for success: https://t.co/EmXgXPhsjL —————— #BigData #DataScience #AI… https://t.co/LGdDueyOfI
2020-07-03
@hardmaru
Headlines don't tell the full story Read the https://t.co/C4T7xWA34V paper before retweeting it :) https://t.co/oo2fp38byr
2020-07-10
@NandoDF
Happy Canada day!!!! 🇨🇦 ❤️🤍❤️🥳 🎆 🏳️‍🌈
2020-07-01
@KirkDBorne
[NEW Book] Practical Natural Language Processing — A Comprehensive Guide to Building Real-World #NLProc Systems:… https://t.co/x5mSAYbXI4
2020-07-01
@ylecun
@egrefen @ChelseaParlett You went to the French Riviera and you became marginalized by Monte Carlo. That's what hap… https://t.co/slGgo77p6F
2020-07-13
@svlevine
Can we view RL as a series of economic transactions between primitives/actions? We present an RL method based on au… https://t.co/VfAY58Ve0G
2020-07-11
@NandoDF
Neural networks keep growing in size - this is an amazing time in history! https://t.co/sGynCROS06
2020-07-01
@skdh
"Because mana is present at all length scales, we conclude that the conformal field theory describing the 3-state P… https://t.co/meqbuklanS
2020-07-06
@SpirosMargaris
How #AI Is Changing #CustomerExperience https://t.co/c5v0kXcNam #fintech #ArtificialIntelligence… https://t.co/qRtUOgR4H1
2020-07-03
@SpirosMargaris
Can #AI Answer “What's the Meaning Of Life”? https://t.co/uILUc0jXAZ #fintech #ArtificialIntelligence… https://t.co/tWSU3EAp9z
2020-07-08
@SpirosMargaris
The Biggest #Robot Companies And Their Most Scary #Inventions https://t.co/OjMpCezYBl #fintech #AI… https://t.co/8ZWux0Va4j
2020-07-06
@Andrea__M
When do neural networks outperform kernel methods? High-dimensional noise orthogonal to the discriminative directio… https://t.co/kP09ALhSvH
2020-07-06
@icoxfog417
物体検出では解像度が徐々に減っていくEncoder(CNN)で特徴を作成し、Decoderで組み合わせるのが一般的だった(UNet等)。この組み合わせを構造探索で最適化し、同じ接続をEncoder側にも適用することで(解像度順序が… https://t.co/7JZ72YHKZT
2020-07-09
@KirkDBorne
This week's featured articles & resources for #DataScientists at @DataScienceCtrl → https://t.co/QLxrwxSXam ———… https://t.co/3Dl0uuZUId
2020-07-11
@PabloFuente
#COVID19 Por eso hago insisto en los espacios cerrados con mucha gente junta hablando. TODOS emitimos esas gotitas… https://t.co/t21on6MkJX
2020-07-12
@jeremyphoward
Amazing! 3 years ago, https://t.co/GEOZuodrZj alum @aman_madaan asked us: "could we apply style transfer to text?"… https://t.co/DGF9OF4fn2
2020-07-03
@SpirosMargaris
Good read #AI in the (Increasingly Virtual) #Workplace https://t.co/Knf4UoFViB #fintech #ArtificialIntelligence… https://t.co/9n7PTFnu2s
2020-07-14
@hardmaru
Their learned programs can outperform hand-coded programs in terms of efficiency on several algorithmic tasks, such… https://t.co/tAZGuFFLDK
2020-07-10
@jeremyphoward
This paper, suggested to me by @lnsmith613, focuses on weight decay, proposing a method for choosing the hyper-para… https://t.co/esaG2MSgDH
2020-07-01
@PabloFuente
#COVID19 Incluso si la respiración causase una infección, las mascarillas de tela pueden bloquear las gotitas de al… https://t.co/hQSYEtKbjl
2020-07-12
@hillbig
物体検出に使われるNNのバックボーンは、特徴マップの解像度を徐々に減らしFeature Pyramidを作るかU-Netのように複合器で再度解像度を上げる構造をとっていた。SpineNetはで復号器も含め、最適な解像度の順序、およ… https://t.co/ulRHdyRfVe
2020-07-06
@SpirosMargaris
A new way to #train #AI systems could keep them #safer from #hackers https://t.co/6UW41TdM2I #fintech… https://t.co/8CVam9w2xK
2020-07-11
@PabloFuente
#COVID19 Este estudio utilizó un dispositivo para mediar algo curioso, mantenemos más distancia con gente que lleva… https://t.co/6me0Qgo4ZX
2020-07-12
@KirkDBorne
Join FREE @ODSC Applied #AI event Ideal for #DataScientists, data engineers, data analysts, & software engineers lo… https://t.co/zYTwUByQgQ
2020-07-13
@SpirosMargaris
Good read Wrongfully Accused by an #Algorithm https://t.co/5pSWShc5BQ #fintech #BigData #AI… https://t.co/gziUm42jfL
2020-07-06
@phillip_isola
Beautiful summary of different learning problems from a new paper by @__ishaan and David Lopez-Paz… https://t.co/ktjGqqVCSA
2020-07-06
@wellingmax
Making VAEs great again, by merging them with Flows into SurVAE flows. Great work by Didrik Nielsen who was on a hi… https://t.co/y6dpKx7jUC
2020-07-07
@KirkDBorne
The Most Important Concepts of #NeuralNetworks and Fundamentals of #PyTorch you Should Know:… https://t.co/H8IdU8Jgpx
2020-07-11
@KirkDBorne
The top #DeepLearning implementation at #AI conferences >> Learn #PyTorch with these free online courses & tutorial… https://t.co/OLLjN7LTFU
2020-07-06
@SpirosMargaris
Don’t ask if #ArtificialIntelligence is #good or #fair, ask how it shifts #power https://t.co/isf8oRBFkQ… https://t.co/OzZ3JtmmGu
2020-07-07
@SpirosMargaris
China and #AI what the world can #learn and what it should be #wary of https://t.co/I0V1jRedsO #fintech #China… https://t.co/8z55wLMoxy
2020-07-01
@KirkDBorne
#Google's launches #MachineLearning framework for training #quantum models, bringing together its #ML and… https://t.co/GeVm8n4BOZ
2020-07-09
@AnimaAnandkumar
1/ How accurately compute Policy Gradients and uncertainty in #ReinforcementLearning? We propose Deep Bayesian Quad… https://t.co/FxWupoCujz
2020-07-13
@KirkDBorne
#TimeSeries #Forecasting with @InfluxDB using #TensorFlow and FBProphet: https://t.co/sNR807uWpz ———— #BigData… https://t.co/L9fX9tgomm
2020-07-12
@risi1979
@enasmel and myself are excited to announce our paper "Meta-Learning through Hebbian Plasticity in Random Networks"… https://t.co/AleJI1LbII
2020-07-07

Hot Papers

Closed-Form Factorization of Latent Semantics in GANs
Yujun Shen, Bolei Zhou
2020-07-13 Super Hot
Facts as Experts: Adaptable and Interpretable Neural Memory over Symbolic Knowledge
Pat Verga, Haitian Sun, Livio Baldini Soares, William W. Cohen
2020-07-02 Super Hot
NVAE: A Deep Hierarchical Variational Autoencoder
Arash Vahdat, Jan Kautz
2020-07-08 Super Hot
Words as Art Materials: Generating Paintings with Sequential GANs
Azmi Can Özgen, Hazım Kemal Ekenel
2020-07-08 Super Hot
Predicting Afrobeats Hit Songs Using Spotify Data
Adewale Adeagbo
2020-07-07 Super Hot
Strong Generalization and Efficiency in Neural Programs
Yujia Li, Felix Gimeno, Pushmeet Kohli, Oriol Vinyals
2020-07-07 Super Hot
On Linear Identifiability of Learned Representations
Geoffrey Roeder, Luke Metz, Diederik P. Kingma
2020-07-01 Super Hot
Approximate Nearest Neighbor Negative Contrastive Learning for Dense Text Retrieval
Lee Xiong, Chenyan Xiong, Ye Li, Kwok-Fung Tang, Jialin Liu, Paul Bennett, Junaid Ahmed, Arnold Overwijk
2020-07-01 Super Hot
Deep Single Image Manipulation
Yael Vinker, Eliahu Horwitz, Nir Zabari, Yedid Hoshen
2020-07-02 Hot
Language Modeling with Reduced Densities
Tai-Danae Bradley, Yiannis Vlassopoulos
2020-07-08 Hot
Geometric Style Transfer
Xiao-Chang Liu, Xuan-Yi Li, Ming-Ming Cheng, Peter Hall
2020-07-10 Hot
Swapping Autoencoder for Deep Image Manipulation
Taesung Park, Jun-Yan Zhu, Oliver Wang, Jingwan Lu, Eli Shechtman, Alexei A. Efros, Richard Zhang
2020-07-01 Hot
BézierSketch: A generative model for scalable vector sketches
Ayan Das, Yongxin Yang, Timothy Hospedales, Tao Xiang, Yi-Zhe Song
2020-07-04 Hot
Self-Supervised Policy Adaptation during Deployment
Nicklas Hansen, Yu Sun, Pieter Abbeel, Alexei A. Efros, Lerrel Pinto, Xiaolong Wang
2020-07-08 Hot
The Go Transformer: Natural Language Modeling for Game Play
David Noever, Matthew Ciolino, Josh Kalin
2020-07-07 Hot
ThreeDWorld: A Platform for Interactive Multi-Modal Physical Simulation
Chuang Gan, Jeremy Schwartz, Seth Alter, Martin Schrimpf, James Traer, Julian De Freitas, Jonas Kubilius, Abhishek Bhandwaldar, Nick Haber, Megumi Sano, Kuno Kim, Elias Wang, Damian Mrowca, Michael Lingelbach, Aidan Curtis, Kevin Feigelis, Daniel M. Bear, Dan Gutfreund, David Cox, James J. DiCarlo, Josh McDermott, Joshua B. Tenenbaum, Daniel L. K. Yamins
2020-07-09 Hot
Finite mixture models are typically inconsistent for the number of components
Diana Cai, Trevor Campbell, Tamara Broderick
2020-07-08 Hot
Graph Structure of Neural Networks
Jiaxuan You, Jure Leskovec, Kaiming He, Saining Xie
2020-07-13 Hot
Decolonial AI: Decolonial Theory as Sociotechnical Foresight in Artificial Intelligence
Shakir Mohamed, Marie-Therese Png, William Isaac
2020-07-08 Hot
Pitfalls to Avoid when Interpreting Machine Learning Models
Christoph Molnar, Gunnar König, Julia Herbinger, Timo Freiesleben, Susanne Dandl, Christian A. Scholbeck, Giuseppe Casalicchio, Moritz Grosse-Wentrup, Bernd Bischl
2020-07-08 Hot
A Free Viewpoint Portrait Generator with Dynamic Styling
Anpei Chen, Ruiyang Liu, Ling Xie, Jingyi Yu
2020-07-07 Hot
Improving Style-Content Disentanglement in Image-to-Image Translation
Aviv Gabbay, Yedid Hoshen
2020-07-09 Hot
Do Not Mask What You Do Not Need to Mask: a Parser-Free Virtual Try-On
Thibaut Issenhuth, Jérémie Mary, Clément Calauzènes
2020-07-03 Hot
Self-Supervised GAN Compression
Chong Yu, Jeff Pool
2020-07-03 Hot
Placepedia: Comprehensive Place Understanding with Multi-Faceted Annotations
Huaiyi Huang, Yuqi Zhang, Qingqiu Huang, Zhengkui Guo, Ziwei Liu, Dahua Lin
2020-07-07 Hot
Combining Differentiable PDE Solvers and Graph Neural Networks for Fluid Flow Prediction
Filipe de Avila Belbute-Peres, Thomas D. Economon, J. Zico Kolter
2020-07-08 Hot
Collaborative Learning for Faster StyleGAN Embedding
Shanyan Guan, Ying Tai, Bingbing Ni, Feida Zhu, Feiyue Huang, Xiaokang Yang
2020-07-03 Hot
Knowledge Distillation Beyond Model Compression
Fahad Sarfraz, Elahe Arani, Bahram Zonooz
2020-07-03 Hot
Adversarial Example Games
Avishek Joey Bose, Gauthier Gidel, Hugo Berrard, Andre Cianflone, Pascal Vincent, Simon Lacoste-Julien, William L. Hamilton
2020-07-01 Hot
DeepSinger: Singing Voice Synthesis with Data Mined From the Web
Yi Ren, Xu Tan, Tao Qin, Jian Luan, Zhou Zhao, Tie-Yan Liu
2020-07-09 Hot

Fresh Papers

Multiview Detection with Feature Perspective Transformation
Yunzhong Hou, Liang Zheng, Stephen Gould
2020-07-14
Transposer: Universal Texture Synthesis Using Feature Maps as Transposed Convolution Filter
Guilin Liu, Rohan Taori, Ting-Chun Wang, Zhiding Yu, Shiqiu Liu, Fitsum A. Reda, Karan Sapra, Andrew Tao, Bryan Catanzaro
2020-07-14
Aligning Superhuman AI with Human Behavior: Chess as a Model System
Reid McIlroy-Young, Siddhartha Sen, Jon Kleinberg, Ashton Anderson
2020-07-14
Modeling Artistic Workflows for Image Generation and Editing
Hung-Yu Tseng, Matthew Fisher, Jingwan Lu, Yijun Li, Vladimir Kim, Ming-Hsuan Yang
2020-07-14 Hot
Multitask Learning Strengthens Adversarial Robustness
Chengzhi Mao, Amogh Gupta, Vikram Nitin, Baishakhi Ray, Shuran Song, Junfeng Yang, Carl Vondrick
2020-07-14
Cross-Domain Medical Image Translation by Shared Latent Gaussian Mixture Model
Yingying Zhu, Youbao Tang, Yuxing Tang, Daniel C. Elton, Sungwon Lee, Perry J. Pickhardt, Ronald M. Summers
2020-07-14
Spatio-Temporal Event Segmentation and Localization for Wildlife Extended Videos
Ramy Mounir, Roman Gula, Jörn Theuerkauf, Sudeep Sarkar
2020-07-14
Plateau Phenomenon in Gradient Descent Training of ReLU networks: Explanation, Quantification and Avoidance
Mark Ainsworth, Yeonjong Shin
2020-07-14
Multi-Task Reinforcement Learning as a Hidden-Parameter Block MDP
Amy Zhang, Shagun Sodhani, Khimya Khetarpal, Joelle Pineau
2020-07-14
Neural Networks on Random Graphs
Romuald A. Janik, Aleksandra Nowak
2020-07-14
Learning Bijective Feature Maps for Linear ICA
Alexander Camuto, Matthew Willetts, Brooks Paige, Chris Holmes, Stephen Roberts
2020-07-14
PolyLaneNet: Lane Estimation via Deep Polynomial Regression
Lucas Tabelini, Rodrigo Berriel, Thiago M. Paixão, Claudine Badue, Alberto F. De Souza, Thiago Oliveira-Santos
2020-07-14
Hierarchical Kinematic Human Mesh Recovery
Georgios Georgakis, Ren Li, Srikrishna Karanam, Terrence Chen, Jana Kosecka, Ziyan Wu
2020-07-14
Conditional Independences and Causal Relations implied by Sets of Equations
Tineke Blom, Mirthe M. van Diepen, Joris M. Mooij
2020-07-14
Towards Credit-Fraud Detection via Sparsely Varying Gaussian Approximations
Harshit Sharma, Harsh K. Gandhi, Apoorv Jain
2020-07-14
OVC-Net: Object-Oriented Video Captioning with Temporal Graph and Detail Enhancement
Fangyi Zhu, Jenq-Neng Hwang, Zhanyu Ma, Guang Chen, Jun Guo
2020-07-14
Conditional Image Retrieval
Mark Hamilton, Stephanie Fu, William T. Freeman, Mindren Lu
2020-07-14 Hot
Robustifying Reinforcement Learning Agents via Action Space Adversarial Training
Kai Liang Tan, Yasaman Esfandiari, Xian Yeow Lee, Aakanksha, Soumik Sarkar
2020-07-14
Deep Heterogeneous Autoencoder for Subspace Clustering of Sequential Data
Abubakar Siddique, Reza Jalil Mozhdehi, Henry Medeiros
2020-07-14
Joint Device Scheduling and Resource Allocation for Latency Constrained Wireless Federated Learning
Wenqi Shi, Sheng Zhou, Zhisheng Niu, Miao Jiang, Lu Geng
2020-07-14
Wavelet-Based Dual-Branch Network for Image Demoireing
Lin Liu, Jianzhuang Liu, Shanxin Yuan, Gregory Slabaugh, Ales Leonardis, Wengang Zhou, Qi Tian
2020-07-14
Attend And Discriminate: Beyond the State-of-the-Art for Human Activity Recognition using Wearable Sensors
Alireza Abedin, Mahsa Ehsanpour, Qinfeng Shi, Hamid Rezatofighi, Damith C. Ranasinghe
2020-07-14
Towards Dense People Detection with Deep Learning and Depth images
David Fuentes-Jimenez, Cristina Losada-Gutierrez, David Casillas-Perez, Javier Macias-Guarasa, Roberto Martin-Lopez, Daniel Pizarro, Carlos A. Luna
2020-07-14
Goal-Aware Prediction: Learning to Model What Matters
Suraj Nair, Silvio Savarese, Chelsea Finn
2020-07-14
Recovery of Sparse Signals from a Mixture of Linear Samples
Arya Mazumdar, Soumyabrata Pal
2020-07-14
Unsupervised Abnormality Detection Using Heterogeneous Autonomous Systems
Sayeed Shafayet Chowdhury, Kazi Mejbaul Islam, Rouhan Noor
2020-07-14
Improving VAEs' Robustness to Adversarial Attack
Matthew Willetts, Alexander Camuto, Tom Rainforth, Stephen Roberts, Chris Holmes
2020-07-14
Abstract Universal Approximation for Neural Networks
Zi Wang, Aws Albarghouthi, Somesh Jha
2020-07-14
Extracting Structured Data from Physician-Patient Conversations By Predicting Noteworthy Utterances
Kundan Krishna, Amy Pavel, Benjamin Schloss, Jeffrey P. Bigham, Zachary C. Lipton
2020-07-14
Learning Variable Impedance Control for Contact Sensitive Tasks
Miroslav Bogdanovic, Majid Khadiv, Ludovic Righetti
2020-07-14

reinforcement learning

A Conceptual Framework for Externally-influenced Agents: An Assisted Reinforcement Learning Review
Adam Bignold, Francisco Cruz, Matthew E. Taylor, Tim Brys, Richard Dazeley, Peter Vamplew, Cameron Foale
2020-07-03
Deep Reinforcement Learning with Interactive Feedback in a Human-Robot Environment
Ithan Moreira, Javier Rivas, Francisco Cruz, Richard Dazeley, Angel Ayala, Bruno Fernandes
2020-07-07
Proximal Distilled Evolutionary Reinforcement Learning
Cristian Bodnar, Ben Day, Pietro Lió
2020-07-07
EVO-RL: Evolutionary-Driven Reinforcement Learning
Ahmed Hallawa, Thorsten Born, Anke Schmeink, Guido Dartmann, Arne Peine, Lukas Martin, Giovanni Iacca, A. E. Eiben, Gerd Ascheid
2020-07-10
EVO-RL: Evolutionary-Driven Reinforcement Learning
Ahmed Hallawa, Thorsten Born, Anke Schmeink, Guido Dartmann, Arne Peine, Lukas Martin, Giovanni Iacca, Gusz Eiben, Gerd Ascheid
2020-07-09
A Brief Look at Generalization in Visual Meta-Reinforcement Learning
Safa Alver, Doina Precup
2020-07-03
Is Long Horizon Reinforcement Learning More Difficult Than Short Horizon Reinforcement Learning?
Ruosong Wang, Simon S. Du, Lin F. Yang, Sham M. Kakade
2020-07-09
Pre-trained Word Embeddings for Goal-conditional Transfer Learning in Reinforcement Learning
Matthias Hutsebaut-Buysse, Kevin Mets, Steven Latré
2020-07-10
Representations for Stable Off-Policy Reinforcement Learning
Dibya Ghosh, Marc G. Bellemare
2020-07-10
Falsification-Based Robust Adversarial Reinforcement Learning
Xiao Wang, Saasha Nair, Matthias Althoff
2020-07-01
Interaction-limited Inverse Reinforcement Learning
Martin Troussard, Emmanuel Pignat, Parameswaran Kamalaruban, Sylvain Calinon, Volkan Cevher
2020-07-01
Efficient Model-Based Reinforcement Learning through Optimistic Policy Search and Planning
Sebastian Curi, Felix Berkenkamp, Andreas Krause
2020-07-13
Consensus Multi-Agent Reinforcement Learning for Volt-VAR Control in Power Distribution Networks
Yuanqi Gao, Wei Wang, Nanpeng Yu
2020-07-06
Provable Self-Play Algorithms for Competitive Reinforcement Learning
Yu Bai, Chi Jin
2020-07-09
A Framework for Reinforcement Learning and Planning
Thomas M. Moerland, Joost Broekens, Catholijn M. Jonker
2020-07-02
Inferential Induction: A Novel Framework for Bayesian Reinforcement Learning
Hannes Eriksson, Emilio Jorge, Christos Dimitrakakis, Debabrota Basu, Divya Grover
2020-07-01
Probabilistic Guarantees for Safe Deep Reinforcement Learning
Edoardo Bacci, David Parker
2020-07-08
RL Unplugged: Benchmarks for Offline Reinforcement Learning
Caglar Gulcehre, Ziyu Wang, Alexander Novikov, Tom Le Paine, Sergio Gomez Colmenarejo, Konrad Zolna, Rishabh Agarwal, Josh Merel, Daniel Mankowitz, Cosmin Paduraru, Gabriel Dulac-Arnold, Jerry Li, Mohammad Norouzi, Matt Hoffman, Ofir Nachum, George Tucker, Nicolas Heess, Nando de Freitas
2020-07-02
SMiRL: Surprise Minimizing Reinforcement Learning in Dynamic Environments
Glen Berseth, Daniel Geng, Coline Devin, Nicholas Rhinehart, Chelsea Finn, Dinesh Jayaraman, Sergey Levine
2020-07-07
Student-Teacher Curriculum Learning via Reinforcement Learning: Predicting Hospital Inpatient Admission Location
Rasheed el-Bouri, David Eyre, Peter Watkinson, Tingting Zhu, David Clifton
2020-07-01
How Does an Approximate Model Help in Reinforcement Learning?
Fei Feng, Wotao Yin, Lin F. Yang
2020-07-13
SUNRISE: A Simple Unified Framework for Ensemble Learning in Deep Reinforcement Learning
Kimin Lee, Michael Laskin, Aravind Srinivas, Pieter Abbeel
2020-07-09
Multi-Task Reinforcement Learning as a Hidden-Parameter Block MDP
Amy Zhang, Shagun Sodhani, Khimya Khetarpal, Joelle Pineau
2020-07-14
A Unifying View of Optimism in Episodic Reinforcement Learning
Gergely Neu, Ciara Pike-Burke
2020-07-03
Interpretable End-to-end Urban Autonomous Driving with Latent Deep Reinforcement Learning
Jianyu Chen, Shengbo Eben Li, Masayoshi Tomizuka
2020-07-07
Distributional Robustness and Regularization in Reinforcement Learning
Esther Derman, Shie Mannor
2020-07-14
Conditioning of Reinforcement Learning Agents and its Policy Regularization Application
Arip Asadulaev, Igor Kuznetsov, Gideon Stein, Andrey Filchenkov
2020-07-13
Invariant Transform Experience Replay: Data Augmentation for Deep Reinforcement Learning
Yijiong Lin, Jiancong Huang, Matthieu Zimmer, Yisheng Guan, Juan Rojas, Paul Weng
2020-07-05
Learning to Prune Deep Neural Networks via Reinforcement Learning
Manas Gupta, Siddharth Aravindan, Aleksandra Kalisz, Vijay Chandrasekhar, Lin Jie
2020-07-09
Verifiably Safe Exploration for End-to-End Reinforcement Learning
Nathan Hunt, Nathan Fulton, Sara Magliacane, Nghia Hoang, Subhro Das, Armando Solar-Lezama
2020-07-02

language

SIGMORPHON 2020 Shared Task 0: Typologically Diverse Morphological Inflection
Ekaterina Vylomova, Jennifer White, Elizabeth Salesky, Sabrina J. Mielke, Shijie Wu, Edoardo Ponti, Rowan Hall Maudslay, Ran Zmigrod, Josef Valvoda, Svetlana Toldova, Francis Tyers, Elena Klyachko, Ilya Yegorov, Natalia Krizhanovsky, Paula Czarnowska, Irene Nikkarinen, Andrew Krizhanovsky, Tiago Pimentel, Lucas Torroba Hennigen, Christo Kirov, Garrett Nicolai, Adina Williams, Antonios Anastasopoulos, Hilaria Cruz, Eleanor Chodroff, Ryan Cotterell, Miikka Silfverberg, Mans Hulden
2020-07-14
Massively Multilingual ASR: 50 Languages, 1 Model, 1 Billion Parameters
Vineel Pratap, Anuroop Sriram, Paden Tomasello, Awni Hannun, Vitaliy Liptchinsky, Gabriel Synnaeve, Ronan Collobert
2020-07-08
Cross-lingual Inductive Transfer to Detect Offensive Language
Kartikey Pant, Tanvi Dadu
2020-07-07 Hot
Massively Multilingual ASR: 50 Languages, 1 Model, 1 Billion Parameters
Vineel Pratap, Anuroop Sriram, Paden Tomasello, Awni Hannun, Vitaliy Liptchinsky, Gabriel Synnaeve, Ronan Collobert
2020-07-06 Hot
Feature Selection on Noisy Twitter Short Text Messages for Language Identification
Mohd Zeeshan Ansari, Tanvir Ahmad, Ana Fatima
2020-07-11
Learning Spoken Language Representations with Neural Lattice Language Modeling
Chao-Wei Huang, Yun-Nung Chen
2020-07-06
Extending Machine Language Models toward Human-Level Language Understanding
James L. McClelland, Felix Hill, Maja Rudolph, Jason Baldridge, Hinrich Schütze
2020-07-04
Streaming End-to-End Bilingual ASR Systems with Joint Language Identification
Surabhi Punjabi, Harish Arsikere, Zeynab Raeesy, Chander Chandak, Nikhil Bhave, Ankish Bansal, Markus Müller, Sergio Murillo, Ariya Rastrow, Sri Garimella, Roland Maas, Mat Hans, Athanasios Mouchtaris, Siegfried Kunzmann
2020-07-08
Language (Re)modelling: Towards Embodied Language Understanding
Ronen Tamari, Chen Shani, Tom Hope, Miriam R. L. Petruck, Omri Abend, Dafna Shahaf
2020-07-09
The growing amplification of social media: Measuring temporal and social contagion dynamics for over 150 languages on Twitter for 2009--2020
Thayer Alshaabi, David R. Dewhurst, Joshua R. Minot, Michael V. Arnold, Jane L. Adams, Christopher M. Danforth, Peter Sheridan Dodds
2020-07-10
Is Machine Learning Speaking my Language? A Critical Look at the NLP-Pipeline Across 8 Human Languages
Esma Wali, Yan Chen, Christopher Mahoney, Thomas Middleton, Marzieh Babaeianjelodar, Mariama Njie, Jeanna Neefe Matthews
2020-07-11
Language-agnostic BERT Sentence Embedding
Fangxiaoyu Feng, Yinfei Yang, Daniel Cer, Naveen Arivazhagan, Wei Wang
2020-07-03 Hot
Fine-grained Language Identification with Multilingual CapsNet Model
Mudit Verma, Arun Balaji Buduru
2020-07-12
Processing South Asian Languages Written in the Latin Script: the Dakshina Dataset
Brian Roark, Lawrence Wolf-Sonkin, Christo Kirov, Sabrina J. Mielke, Cibu Johny, Isin Demirsahin, Keith Hall
2020-07-02
El Departamento de Nosotros: How Machine Translated Corpora Affects Language Models in MRC Tasks
Maria Khvalchik, Mikhail Galkin
2020-07-03
Is Japanese gendered language used on Twitter ? A large scale study
Tiziana Carpi, Stefano Maria Iacus
2020-07-09
Logic, Language, and Calculus
Florian Richter
2020-07-06
Birds of a Feather Flock Together: Satirical News Detection via Language Model Differentiation
Yigeng Zhang, Fan Yang, Yifan Zhang, Eduard Dragut, Arjun Mukherjee
2020-07-04
Evaluating German Transformer Language Models with Syntactic Agreement Tests
Karolina Zaczynska, Nils Feldhus, Robert Schwarzenberg, Aleksandra Gabryszak, Sebastian Möller
2020-07-07
TICO-19: the Translation Initiative for Covid-19
Antonios Anastasopoulos, Alessandro Cattelan, Zi-Yi Dou, Marcello Federico, Christian Federman, Dmitriy Genzel, Francisco Guzmán, Junjie Hu, Macduff Hughes, Philipp Koehn, Rosie Lazar, Will Lewis, Graham Neubig, Mengmeng Niu, Alp Öktem, Eric Paquin, Grace Tang, Sylwia Tur
2020-07-03 Hot
TICO-19: the Translation Initiative for Covid-19
Antonios Anastasopoulos, Alessandro Cattelan, Zi-Yi Dou, Marcello Federico, Christian Federman, Dmitriy Genzel, Francisco Guzmán, Junjie Hu, Macduff Hughes, Philipp Koehn, Rosie Lazar, Will Lewis, Graham Neubig, Mengmeng Niu, Alp Öktem, Eric Paquin, Grace Tang, Sylwia Tur
2020-07-06
Extending Stan for Deep Probabilistic Programming
Javier Burroni, Guillaume Baudart, Louis Mandel, Martin Hirzel, Avraham Shinnar
2020-07-01
Pretrained Semantic Speech Embeddings for End-to-End Spoken Language Understanding via Cross-Modal Teacher-Student Learning
Pavel Denisov, Ngoc Thang Vu
2020-07-03
ProtTrans: Towards Cracking the Language of Life's Code Through Self-Supervised Deep Learning and High Performance Computing
Ahmed Elnaggar, Michael Heinzinger, Christian Dallago, Ghalia Rihawi, Yu Wang, Llion Jones, Tom Gibbs, Tamas Feher, Christoph Angerer, Debsindhu Bhowmik, Burkhard Rost
2020-07-13
What BERT is not: Lessons from a new suite of psycholinguistic diagnostics for language models
Allyson Ettinger
2020-07-13
A Novel Attention-based Aggregation Function to Combine Vision and Language
Matteo Stefanini, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara
2020-07-13
A mathematical model for universal semantics
Weinan E, Yajun Zhou
2020-07-12
Better Document-Level Machine Translation with Bayes' Rule
Lei Yu, Laurent Sartran, Wojciech Stokowiec, Wang Ling, Lingpeng Kong, Phil Blunsom, Chris Dyer
2020-07-02
FinBERT: A Pretrained Language Model for Financial Communications
Yi Yang, Mark Christopher Siy UY, Allen Huang
2020-07-09
The Go Transformer: Natural Language Modeling for Game Play
David Noever, Matthew Ciolino, Josh Kalin
2020-07-07 Hot