Hot Tweets

@hardmaru
Teams of high school students built bottle-flipping robots for RoboCon 2018 in Japan https://t.co/7iFpRWU207
2019-08-15 Super Hot
@AndrewYNg
Introducing The Batch, a new weekly newsletter from @deeplearningai_! AI is growing so fast that it’s hard to know… https://t.co/A3xaHY2Li6
2019-08-13 Super Hot
@DeepMindAI
We are excited to release Behaviour Suite for Reinforcement Learning, or ‘bsuite’ – a collection of carefully-desig… https://t.co/nwittZ8OjL
2019-08-13 Super Hot
@DeepMindAI
Curious about AI and want to learn more? Introducing the DeepMind podcast! @FryRsquared will be taking you behind t… https://t.co/uAwg7fRyJx
2019-08-16 Super Hot
@KirkDBorne
10-page (PDF) #DataScience Cheat Sheet covers concepts in Probability, #Statistics, Statistical Learning,… https://t.co/Frn8psFyhC
2019-08-10 Super Hot
@hardmaru
Recently I’ve been tweeting more about the #HongKongProtests and less about my views on machine learning and artifi… https://t.co/F3jjVg5FyM
2019-08-17 Super Hot
@ylecun
A nice blog post explaining recent progress in NLP and translation and some Facebook AI's contributions. BERT, RoBE… https://t.co/rJD2glCtxA
2019-08-14 Super Hot
@goodfellow_ian
My team at Apple is hiring in Zurich: https://t.co/NzNncDGB5K
2019-08-16 Super Hot
@ylecun
Goodies: - PyTorch v1.2: TorchScript improvements, expanded transformer support, expanded ONNX support, TensorBoard… https://t.co/jxaYPgJkty
2019-08-09 Super Hot
@hardmaru
“My 1st paper (and, in fact, the 1st paper) on public key cryptography was submitted in 1974 and rejected by an unk… https://t.co/1W8BQyyLjC
2019-08-05 Super Hot
@alex_riveiro
Si os pica la curiosidad, podéis echarle un ojo al estudio. Es T. Do, G. Witzel, A. Gautam et al.; «Unprecedented v… https://t.co/4tSPrvyrGp
2019-08-14 Hot
@DeepMindAI
In our latest AI safety blog post, we explore principled solutions to the reward tampering problem, in which a rein… https://t.co/qBWgQZcTcN
2019-08-14 Hot
@DeepMindAI
“Some of the most interesting areas of science are in the gaps between subjects. When that happens, the magic happe… https://t.co/AYgkyu1YnB
2019-08-06 Hot
@KirkDBorne
Top Cheat Sheets for #MachineLearning Engineers: https://t.co/IQE6zTrcmU ————————— #BigData #DataScience #AI… https://t.co/CphKhdIFvS
2019-08-13 Hot
@goodfellow_ian
Check out the call for papers for the Bayesian deep learning workshop at NeurIPS 2019: https://t.co/jb9hdA7isJ
2019-08-06 Hot
@demishassabis
Great to see this collaboration between our Science team and ecologists, to develop an AI tool to help speed up muc… https://t.co/lsEtwo7NXK
2019-08-12 Hot
@hardmaru
I can’t unsee this, so you must see: https://t.co/vdH124LkFW
2019-08-06 Hot
@demishassabis
The wonderful @FryRsquared has been working on this podcast with the team for a while and I’m really excited to see… https://t.co/eXDul5waRT
2019-08-16 Hot
@KirkDBorne
⭐️👍🏆This Google Tutorial (100+ slides total) on #MachineLearning is the best: https://t.co/hsn9U4Yh9X by… https://t.co/Uypa7rQiZR
2019-08-11 Hot
@AndrewYNg
Congratulations to Martial Hebert on becoming CMU's new Dean of CS! I have fond memories of working with him,… https://t.co/0O6XbzEKP5
2019-08-09 Hot
@ylecun
Why BLEU score sucks for evaluating translation systems. (Or rather, why BLEU score works fine when you translation… https://t.co/Rynkc7QRU1
2019-08-15 Hot
@goodfellow_ian
This looks like a great way to programmatically create docs with graphs etc. https://t.co/kkTVKEIjRN
2019-08-05 Hot
@nsaphra
To celebrate the fourth anniversary of my hands not working, I have written a blog post which people have been aski… https://t.co/mueiad66cg
2019-08-10 Hot
@hardmaru
Code for Weight Agnostic Neural Networks is now released In addition to the original code to reproduce experiments… https://t.co/3p36qSbJHm
2019-08-06 Hot
@SciBry
Big new discovery from the CHIME-FRB team: we’ve found *EIGHT* new repeating fast radio bursts! 💥💥💥💥💥💥💥💥 This brin… https://t.co/eYFhJSsrgG
2019-08-12 Hot
@hardmaru
The human mind treats a new idea the same way the body treats a strange protein; it rejects it. — P. B. Medawar Fr… https://t.co/afJOxZYnWu
2019-08-05 Hot
@hardmaru
What unites people? Armies? Gold? Flags? Stories. There’s nothing in the world more powerful than a good story.… https://t.co/vtiao8oIYt
2019-08-12 Hot
@demishassabis
Had fun talking to @WiredUK and @GregWilliams718 about what makes DeepMind special and how AI could help accelerate… https://t.co/IOCBxEzPkX
2019-08-07 Hot
@ylecun
<morebragging> Kuansan Wang from Microsoft tells us that our 2015 Nature paper "Deep Learning" is "the all-time mos… https://t.co/3PZLcp9lTS
2019-08-14 Hot
@nntaleb
Posted on ArXiv the paper on tail option pricing & shopping for a journal. https://t.co/RFyyQf8fmc 6th Journal pub… https://t.co/P58DQxVss8
2019-08-08 Hot
@hardmaru
@joshuawongcf They banned the song in China. https://t.co/d5XNWawjcY https://t.co/9a9rHMyrLM
2019-08-11 Hot
@lmthang
Wanna make your #NLP datasets larger? Check out this simple tutorial "Data Augmentation by Backtranslation (DAB)"… https://t.co/dOn8zy2sV4
2019-08-15 Hot
@nsaphra
If you get a rejection for a one page abstract only complaining about missing explanatory details, you know what it… https://t.co/TzMklWtZOh
2019-08-17 Hot
@DeepMindAI
We built bsuite to do two things: 1. Offer clear, informative, and scalable experiments that capture key issues in… https://t.co/LP8GV4bJIx
2019-08-13 Hot
@hardmaru
Making it difficult to debug the code https://t.co/rj8VFwzICf
2019-08-08 Hot
@MATLAB
We trained this robot to deliver a cup of coffee ☕ Learn how to program your own robots with MATLAB!… https://t.co/az2zcbn6IJ
2019-08-08 Hot
@KirkDBorne
One of my all-time favorites >> The Most Complete List of the Best Cheat Sheets for #DataScientists covering #AI… https://t.co/4IEPAt6Qko
2019-08-14 Hot
@KirkDBorne
10-page (PDF) #DataScience Cheat Sheet covers basic concepts in probability, #statistics, statistical learning,… https://t.co/KKdoZ8I4BD
2019-08-12 Hot
@KirkDBorne
Large Collection of #DataScience and #MachingLearning Cheat Sheets for #DataScientists, including #Python, R,… https://t.co/6fxfJg5UGF
2019-08-11 Hot
@ylecun
Phyre: a benchmark for physical reasoning. Think of it as the games Incredible Machine or Crayon Physics for AI sy… https://t.co/PNeyzIKue5
2019-08-16 Hot
@ylecun
@JeffDean @GoogleAI Very nice work. You should build a mechanical fly with a TPU-based brain that runs this network.
2019-08-06 Hot
@ylecun
@erikbryn Not until his mother looked at him.
2019-08-13 Hot
@hardmaru
We also release a general implementation of Ken Stanley's NEAT (2002) used for our Neuroevolution research • Writt… https://t.co/JViiofGrvH
2019-08-07 Hot
@hardmaru
https://t.co/Hhy993UbVB
2019-08-10 Hot
@DeepMindAI
In our latest blog post, we detail a collaboration with ecologists and citizen scientist volunteers who led to the… https://t.co/VqFj69pGqg
2019-08-09 Hot
@NandoDF
In Sardinia, taxis refuse to use meters. They charge 25 euros for a 5 minute ride, 100 for a 30min one, and it you… https://t.co/vZlXmEFHMY
2019-08-07 Hot
@NandoDF
A fantastic effort towards improving the design of reinforcement learning agents, replicating results, and making s… https://t.co/mAKI7rth60
2019-08-15 Hot
@ylecun
RoBERTa superglued at the top. https://t.co/0SZDUbMhMO
2019-08-09 Hot
@EricTopol
Not just a stellar review of #AI and WSI #pathology, but aesthetic https://t.co/TOUqMd1TR2 #cancer #deeplearning… https://t.co/rKhEJfGNQz
2019-08-11 Hot
@hardmaru
https://t.co/jEsPtHTyk1
2019-08-14 Hot
@hardmaru
“It is not the strongest or the most intelligent who will survive but those who can best manage change.” https://t.co/P6PdHqycCW
2019-08-13 Hot
@hardmaru
A Web-based implementation of “Deep Image Prior” using TensorFlow.js https://t.co/p2sVvKW6EY https://t.co/935k27C7VC https://t.co/AwKhHjo1sP
2019-08-09 Hot
@NidhalGuessoum
في بحث نشر قبل أيام أشار باحثون من أمريكا وألمانيا أنه حدث هيجان قوي (75 مرة أقوى من المستوى العادي) للثقب الأسود ا… https://t.co/6kACUYfgPX
2019-08-14 Hot
@kchonyc
"It is an interesting contribution in this field." REJECT!
2019-08-13 Hot
@hardmaru
Superstition in the Network: Deep Reinforcement Learning Plays Deceptive Games 👻 https://t.co/1HDLwN7Emc https://t.co/Lu1ptDdzUJ
2019-08-15 Hot
@DeepMindAI
With time, we hope these design principles can help inform best practices for how to build capable RL agents withou… https://t.co/0f53y3Swl8
2019-08-14 Hot
@arduino
Researchers developed a proof of concept for using SRAM-based physically unclonable functions to generate private k… https://t.co/WXcL8ncoW7
2019-08-14 Hot
@hardmaru
Article by @GaryMarcus looks at the bigger picture of the AI research landscape. Whether you agree with him or not… https://t.co/KFoJC0PHtH
2019-08-14 Hot
@kchonyc
"the paper has nice SOTA results" REJECT!
2019-08-13 Hot
@KirkDBorne
Top #AI Books for reading in 2019: https://t.co/Ij9I7SzR4d ———— #BigData #DataScience #MachineLearning… https://t.co/PupHYvYzNW
2019-08-17 Hot
@MATLAB
16 resources for deep learning with MATLAB! https://t.co/YoHND0L8iG #deeplearning #machinelearning #AI https://t.co/rawwFQEzDY
2019-08-09 Hot
@hardmaru
“HK social media users have started writing posts in phonetically-spelled Cantonese words as a means to shut out ma… https://t.co/ygZU3sWk21
2019-08-17
@KirkDBorne
How Data Analytics is transforming the #Healthcare industry: https://t.co/tK2fqT4FSh ————— #BigData #DataScience… https://t.co/xAD9TGuFPf
2019-08-17
@nsaphra
Exciting news: I'm going to be interning this winter in NYC with @dipanjand and @iftenney Dec-Feb! Do any New Yorke… https://t.co/v2SXvUdBAh
2019-08-16
@kchonyc
so jealous of @jaseweston's profile! https://t.co/iu4e82EWWl
2019-08-14
@KirkDBorne
This past week's top content for #DataScientists at @DataScienceCtrl https://t.co/aaJuvmyCsi …includes "The… https://t.co/XXHzX8N2xi
2019-08-12
@hardmaru
HKG Airport about to be shut down for police to take on thousands of protestors inside the terminal. https://t.co/qOTuRJVj2E
2019-08-12
@hardmaru
DoorGym: A Scalable Door Opening Environment And Baseline Agent They introduce a highly configurable door simulati… https://t.co/XtR0PEojCF
2019-08-09
@hardmaru
“PHYRE provides a set of physics puzzles in a simulated 2D world. Each puzzle has a goal state (ie make the green b… https://t.co/8Hcg0NbQr6
2019-08-16
@kchonyc
since and if we know there are problems that we don't necessarily talk about, let's try to tackle one problem at a… https://t.co/ZN4TdjfyXc
2019-08-14
@vinayprabhu
It is with much joy that I'd like to announce the release of the Kannada MNIST dataset: ArXiv link: 👉… https://t.co/9gLjDHJliA
2019-08-12
@Xavi_Bros
The dwarf star GJ1061 situated only 12 lightyears from us has a planetary system with 3 or 4 planets. One, with a m… https://t.co/ztkgyPDZXk
2019-08-14
@hardmaru
@GoAbiAryan @nickfrosst @goodfellow_ian Maybe MNIST, Fashion-MNIST or K-MNIST T’s instead? 🤪 https://t.co/wft8hvm3kM
2019-08-15
@random_walker
A couple of major dark patterns updates: - The study has been peer reviewed and @aruneshmathur will present it at A… https://t.co/sf6bKPN71s
2019-08-08
@ylecun
Congrats Aishwarya! https://t.co/0ypR5v4klC
2019-08-08
@KirkDBorne
Introductory Guide to #DeepLearning: https://t.co/cMQQHLVUUo ————— #abdsc #BigData #DataScience #AI… https://t.co/kMY88G5ALt
2019-08-05
@ylecun
Obligatory ritual repost. "‘No Way To Prevent This,’ Says Only Nation Where This Regularly Happens" https://t.co/N7MISnqGtW
2019-08-05
@goodfellow_ian
@GoAbiAryan https://t.co/dWWrYIdTha
2019-08-15
@goodfellow_ian
@Love2Code Mountain View is actually a great place to walk or bike! I drive to commute outside of Mountain View and… https://t.co/zFWRrlTJgB
2019-08-07
@snuke_
はえー https://t.co/fDlCtTKLnh https://t.co/8YYNAiPRWi 全ての整数は３つの回文数の和で表せるらしい
2019-08-10

Hot Papers

Unconstrained Monotonic Neural Networks
Antoine Wehenkel, Gilles Louppe
2019-08-14 Super Hot
Neural Blind Deconvolution Using Deep Priors
Dongwei Ren, Kai Zhang, Qilong Wang, Qinghua Hu, Wangmeng Zuo
2019-08-06 Super Hot
Learning a Unified Embedding for Visual Search at Pinterest
Andrew Zhai, Hao-Yu Wu, Eric Tzeng, Dong Huk Park, Charles Rosenberg
2019-08-05 Hot
Is Deep Reinforcement Learning Really Superhuman on Atari?
Marin Toromanoff, Emilie Wirbel, Fabien Moutarde
2019-08-13 Hot
AutoGAN: Neural Architecture Search for Generative Adversarial Networks
Xinyu Gong, Shiyu Chang, Yifan Jiang, Zhangyang Wang
2019-08-11 Hot
Attention is not not Explanation
Sarah Wiegreffe, Yuval Pinter
2019-08-13 Hot
Recent Advances in Deep Learning for Object Detection
Xiongwei Wu, Doyen Sahoo, Steven C. H. Hoi
2019-08-10 Hot
Explaining Convolutional Neural Networks using Softmax Gradient Layer-wise Relevance Propagation
Brian Kenji Iwana, Ryohei Kuroki, Seiichi Uchida
2019-08-06 Hot
How much data is sufficient to learn high-performing algorithms?
Maria-Florina Balcan, Dan DeBlasio, Travis Dick, Carl Kingsford, Tuomas Sandholm, Ellen Vitercik
2019-08-08 Hot
Predicting 3D Human Dynamics from Video
Jason Y. Zhang, Panna Felsen, Angjoo Kanazawa, Jitendra Malik
2019-08-13 Hot
On the Variance of the Adaptive Learning Rate and Beyond
Liyuan Liu, Haoming Jiang, Pengcheng He, Weizhu Chen, Xiaodong Liu, Jianfeng Gao, Jiawei Han
2019-08-08 Hot
FairFace: Face Attribute Dataset for Balanced Race, Gender, and Age
Kimmo Kärkkäinen, Jungseock Joo
2019-08-14 Hot
Feature selection of neural networks is skewed towards the less abstract cue
Marcell Wolnitza, Babette Dellen
2019-08-08 Hot
DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and Better
Orest Kupyn, Tetiana Martyniuk, Junru Wu, Zhangyang Wang
2019-08-10 Hot
NeuroMask: Explaining Predictions of Deep Neural Networks through Mask Learning
Moustafa Alzantot, Amy Widdicombe, Simon Julier, Mani Srivastava
2019-08-05 Hot
Why Does a Visual Question Have Different Answers?
Nilavra Bhattacharya, Qing Li, Danna Gurari
2019-08-12 Hot
Dual Adversarial Inference for Text-to-Image Synthesis
Qicheng Lao, Mohammad Havaei, Ahmad Pesaranghader, Francis Dutil, Lisa Di Jorio, Thomas Fevens
2019-08-14 Hot
A Weakly-Supervised Attention-based Visualization Tool for Assessing Political Affiliation
Srijith Rajamohan, Alana Romanella, Amit Ramesh
2019-08-05 Hot
Deep Learning for Visual Recognition of Environmental Enteropathy and Celiac Disease
Aman Shrivastava, Karan Kant, Saurav Sengupta, Sung-Jun Kang, Marium Khan, Asad Ali, Sean R. Moore, Beatrice C. Amadi, Paul Kelly, Donald E. Brown, Sana Syed
2019-08-08 Hot
Fast Point R-CNN
Yilun Chen, Shu Liu, Xiaoyong Shen, Jiaya Jia
2019-08-08 Hot
Behaviour Suite for Reinforcement Learning
Ian Osband, Yotam Doron, Matteo Hessel, John Aslanides, Eren Sezener, Andre Saraiva, Katrina McKinney, Tor Lattimore, Csaba Szepezvari, Satinder Singh, Benjamin Van Roy, Richard Sutton, David Silver, Hado Van Hasselt
2019-08-09 Hot
Accelerated CNN Training Through Gradient Approximation
Ziheng Wang, Sree Harsha Nelaturu
2019-08-15 Hot
Editing Text in the Wild
Liang Wu, Chengquan Zhang, Jiaming Liu, Junyu Han, Jingtuo Liu, Errui Ding, Xiang Bai
2019-08-08 Hot
Dialog State Tracking: A Neural Reading Comprehension Approach
Shuyang Gao, Abhishek Sethi, Sanchit Aggarwal, Tagyoung Chung, Dilek Hakkani-Tur
2019-08-06 Hot
TEQUILA: Temporal Question Answering over Knowledge Bases
Zhen Jia, Abdalghani Abujabal, Rishiraj Saha Roy, Jannik Stroetgen, Gerhard Weikum
2019-08-09 Hot
Visualizing and Understanding the Effectiveness of BERT
Yaru Hao, Li Dong, Furu Wei, Ke Xu
2019-08-15 Hot
PS^2-Net: A Locally and Globally Aware Network for Point-Based Semantic Segmentation
Na Zhao, Tat-Seng Chua, Gim Hee Lee
2019-08-15 Hot
A Multimodal Deep Network for the Reconstruction of T2W MR Images
Antonio Falvo, Danilo Comminiello, Simone Scardapane, Giorgio Finesi, Michele Scarpiniti, Aurelio Uncini
2019-08-08 Hot
Unpaired Cross-lingual Image Caption Generation with Self-Supervised Rewards
Yuqing Song, Shizhe Chen, Yida Zhao, Qin Jin
2019-08-15 Hot
Multimodal Emotion Recognition Using Deep Canonical Correlation Analysis
Wei Liu, Jie-Lin Qiu, Wei-Long Zheng, Bao-Liang Lu
2019-08-13 Hot

Fresh Papers

PHYRE: A New Benchmark for Physical Reasoning
Anton Bakhtin, Laurens van der Maaten, Justin Johnson, Laura Gustafson, Ross Girshick
2019-08-15
A Multimodal Vision Sensor for Autonomous Driving
Dongming Sun, Xiao Huang, Kailun Yang
2019-08-15 Hot
Canonical Surface Mapping via Geometric Cycle Consistency
Nilesh Kulkarni, Abhinav Gupta, Shubham Tulsiani
2019-08-15
SenseBERT: Driving Some Sense into BERT
Yoav Levine, Barak Lenz, Or Dagan, Dan Padnos, Or Sharir, Shai Shalev-Shwartz, Amnon Shashua, Yoav Shoham
2019-08-15 Hot
IoU-balanced Loss Functions for Single-stage Object Detection
Shengkai Wu, Xiaoping Li
2019-08-15 Hot
Reward Tampering Problems and Solutions in Reinforcement Learning: A Causal Influence Diagram Perspective
Tom Everitt, Marcus Hutter
2019-08-15
A Bayesian Choice Model for Eliminating Feedback Loops
Gökhan Çapan, İlker Gündoğdu, Ali Caner Türkmen, Çağrı\ Sofuoğlu, Ali Taylan Cemgil
2019-08-15 Hot
Deep learning on butterfly phenotypes tests evolution's oldest mathematical model
Jennifer F. Hoyal Cuthill, Nicholas Guttenberg, Sophie Ledger, Robyn Crowther, Blanca Huertas
2019-08-15
Adversarial Attacks in Sound Event Classification
Vinod Subramanian, Emmanouil Benetos, Ning Xu, SKoT McDonald, Mark Sandler
2019-08-15
Tracing Player Knowledge in a Parallel Programming Educational Game
Pavan Kantharaju, Katelyn Alderfer, Jichen Zhu, Bruce Char, Brian Smith, Santiago Ontañón
2019-08-15
A deep learning model for segmentation of geographic atrophy to study its long-term natural history
Bart Liefers, Johanna M. Colijn, Cristina González-Gonzalo, Timo Verzijden, Paul Mitchell, Carel B. Hoyng, Bram van Ginneken, Caroline C. W. Klaver, Clara I. Sánchez
2019-08-15 Hot
Visualizing and Understanding the Effectiveness of BERT
Yaru Hao, Li Dong, Furu Wei, Ke Xu
2019-08-15 Hot
Symmetry Detection and Classification in Drawings of Graphs
Felice De Luca, Md Iqbal Hossain, Stephen Kobourov
2019-08-15
Towards multi-sequence MR image recovery from undersampled k-space data
Cheng Peng, Wei-An Lin, Rama Chellappa, S. Kevin Zhou
2019-08-15 Hot
R3Det: Refined Single-Stage Detector with Feature Refinement for Rotating Object
Xue Yang, Qingqing Liu, Junchi Yan, Ang Li
2019-08-15 Hot
Deep Slice Interpolation via Marginal Super-Resolution, Fusion and Refinement
Cheng Peng, Wei-An Lin, Haofu Liao, Rama Chellappa, S. Kevin Zhou
2019-08-15 Hot
FastPose: Towards Real-time Pose Estimation and Tracking via Scale-normalized Multi-task Networks
Jiabin Zhang, Zheng Zhu, Wei Zou, Peng Li, Yanwei Li, Hu Su, Guan Huang
2019-08-15 Hot
TEQUILA: Temporal Question Answering over Knowledge Bases
Zhen Jia, Abdalghani Abujabal, Rishiraj Saha Roy, Jannik Stroetgen, Gerhard Weikum
2019-08-15
Explainable Recommendation: A Survey and New Perspectives
Yongfeng Zhang, Xu Chen
2019-08-15
Unsupervised Discovery of Decision States for Transfer in Reinforcement Learning
Nirbhay Modhe, Prithvijit Chattopadhyay, Mohit Sharma, Abhishek Das, Devi Parikh, Dhruv Batra, Ramakrishna Vedantam
2019-08-15
Combining Prediction Intervals on Multi-Source Non-Disclosed Regression Datasets
Ola Spjuth, Robin Carrión Brännström, Lars Carlsson, Niharika Gauraha
2019-08-15
Few Labeled Atlases are Necessary for Deep-Learning-Based Segmentation
Hyeon Woo Lee, Mert R. Sabuncu, Adrian V. Dalca
2019-08-15
Distinction Maximization Loss: Fast, Scalable, Turnkey, and Native Neural Networks Out-of-Distribution Detection simply by Replacing the SoftMax Loss
David Macêdo
2019-08-15
Deep reinforcement learning in World-Earth system models to discover sustainable management strategies
Felix M. Strnad, Wolfram Barfuss, Jonathan F. Donges, Jobst Heitzig
2019-08-15 Hot
Guided Super-Resolution as Pixel-to-Pixel Transformation
Riccardo de Lutio, Stefano D'Aronco, Jan Dirk Wegner, Konrad Schindler
2019-08-15
View N-gram Network for 3D Object Retrieval
Xinwei He, Tengteng Huang, Song Bai, Xiang Bai
2019-08-15
Towards Automated Machine Learning: Evaluation and Comparison of AutoML Approaches and Tools
Anh Truong, Austin Walters, Jeremy Goodsitt, Keegan Hines, Bayan Bruss, Reza Farivar
2019-08-15 Hot
Simple Black-box Adversarial Attacks
Chuan Guo, Jacob R. Gardner, Yurong You, Andrew Gordon Wilson, Kilian Q. Weinberger
2019-08-15
Learning Interactive Behaviors for Musculoskeletal Robots Using Bayesian Interaction Primitives
Joseph Campbell, Arne Hitzmann, Simon Stepputtis, Shuhei Ikemoto, Koh Hosoda, Heni Ben Amor
2019-08-15
Conditional LSTM-GAN for Melody Generation from Lyrics
Yi Yu, Simon Canales
2019-08-15

reinforcement learning

Deep Reinforcement Learning in System Optimization
Ameer Haj-Ali, Nesreen K. Ahmed, Ted Willke, Joseph Gonzalez, Krste Asanovic, Ion Stoica
2019-08-07
Incremental Reinforcement Learning --- a New Continuous Reinforcement Learning Frame Based on Stochastic Differential Equation methods
Tianhao Chen, Limei Cheng, Yang Liu, Wenchuan Jia, Shugen Ma
2019-08-08 Hot
Wasserstein Robust Reinforcement Learning
Mohammed Amin Abdullah, Hang Ren, Haitham Bou Ammar, Vladimir Milenkovic, Rui Luo, Mingtian Zhang, Jun Wang
2019-08-10
A Review of Cooperative Multi-Agent Deep Reinforcement Learning
Afshin OroojlooyJadid, Davood Hajinezhad
2019-08-11
Construction of Macro Actions for Deep Reinforcement Learning
Yi-Hsiang Chang, Kuan-Yu Chang, Henry Kuo, Chun-Yi Lee
2019-08-05 Hot
Playing a Strategy Game with Knowledge-Based Reinforcement Learning
Viktor Voss, Liudmyla Nechepurenko, Dr. Rudi Schaefer, Steffen Bauer
2019-08-15
Optimizing Quantum Error Correction Codes with Reinforcement Learning
Hendrik Poulsen Nautrup, Nicolas Delfosse, Vedran Dunjko, Hans J. Briegel, Nicolai Friis
2019-08-08
Off-Policy Deep Reinforcement Learning without Exploration
Scott Fujimoto, David Meger, Doina Precup
2019-08-10
From Crystallized Adaptivity to Fluid Adaptivity in Deep Reinforcement Learning -- Insights from Biological Systems on Adaptive Flexibility
Malte Schilling, Helge Ritter, Frank W. Ohl
2019-08-13
Superstition in the Network: Deep Reinforcement Learning Plays Deceptive Games
Philip Bontrager, Ahmed Khalifa, Damien Anderson, Matthew Stephenson, Christoph Salge, Julian Togelius
2019-08-12 Hot
Behaviour Suite for Reinforcement Learning
Ian Osband, Yotam Doron, Matteo Hessel, John Aslanides, Eren Sezener, Andre Saraiva, Katrina McKinney, Tor Lattimore, Csaba Szepezvari, Satinder Singh, Benjamin Van Roy, Richard Sutton, David Silver, Hado Van Hasselt
2019-08-09 Hot
Behaviour Suite for Reinforcement Learning
Ian Osband, Yotam Doron, Matteo Hessel, John Aslanides, Eren Sezener, Andre Saraiva, Katrina McKinney, Tor Lattimore, Csaba Szepezvari, Satinder Singh, Benjamin Van Roy, Richard Sutton, David Silver, Hado Van Hasselt
2019-08-13 Hot
Promoting Coordination through Policy Regularization in Multi-Agent Reinforcement Learning
Paul Barde, Julien Roy, Félix G. Harvey, Derek Nowrouzezahrai, Christopher Pal
2019-08-06
Reward Tampering Problems and Solutions in Reinforcement Learning: A Causal Influence Diagram Perspective
Tom Everitt, Marcus Hutter
2019-08-15
Reward Tampering Problems and Solutions in Reinforcement Learning: A Causal Influence Diagram Perspective
Tom Everitt, Marcus Hutter
2019-08-13
Is Deep Reinforcement Learning Really Superhuman on Atari?
Marin Toromanoff, Emilie Wirbel, Fabien Moutarde
2019-08-13 Hot
Mutual Reinforcement Learning
Sayanti Roy, Emily Kieson, Charles Abramson, Christopher Crick
2019-08-07
Competitive Multi-Agent Deep Reinforcement Learning with Counterfactual Thinking
Yue Wang, Yao Wan, Chenwei Zhang, Lixin Cui, Lu Bai, Philip S. Yu
2019-08-13
Learning Socially Appropriate Robot Approaching Behavior Toward Groups using Deep Reinforcement Learning
Yuan Gao, Fangkai Yang, Martin Frisk, Daniel Hernandez, Christopher Peters, Ginevra Castellano
2019-08-12
Vision-based Navigation Using Deep Reinforcement Learning
Jonáš Kulhánek, Erik Derner, Tim de Bruin, Robert Babuška
2019-08-08 Hot
Learning to Grasp from 2.5D images: a Deep Reinforcement Learning Approach
Alessia Bertugli, Paolo Galeone
2019-08-08 Hot
MQLV: Optimal Policy of Money Management in Retail Banking with Q-Learning
Jeremy Charlier, Gaston Ormazabal, Radu State, Jean Hilger
2019-08-12
Skill Transfer in Deep Reinforcement Learning under Morphological Heterogeneity
Yang Hu, Giovanni Montana
2019-08-14 Hot
Unsupervised Discovery of Decision States for Transfer in Reinforcement Learning
Nirbhay Modhe, Prithvijit Chattopadhyay, Mohit Sharma, Abhishek Das, Devi Parikh, Dhruv Batra, Ramakrishna Vedantam
2019-08-15
A review on Deep Reinforcement Learning for Fluid Mechanics
Paul Garnier, Jonathan Viquerat, Jean Rabault, Aurélien Larcher, Alexander Kuhnle, Elie Hachem
2019-08-12
Provably Efficient Reinforcement Learning with Linear Function Approximation
Chi Jin, Zhuoran Yang, Zhaoran Wang, Michael I. Jordan
2019-08-08
Dot-to-Dot: Explainable Hierarchical Reinforcement Learning for Robotic Manipulation
Benjamin Beyret, Ali Shafti, A. Aldo Faisal
2019-08-11
Sample-efficient Deep Reinforcement Learning with Imaginary Rollouts for Human-Robot Interaction
Mohammad Thabet, Massimiliano Patacchiola, Angelo Cangelosi
2019-08-15
Deceptive Reinforcement Learning Under Adversarial Manipulations on Cost Signals
Yunhan Huang, Quanyan Zhu
2019-08-13
Load Balancing for Ultra-Dense Networks: A Deep Reinforcement Learning Based Approach
Yue Xu, Wenjun Xu, Zhi Wang, Jiaru Lin, Shuguang Cui
2019-08-10

language

StructBERT: Incorporating Language Structures into Pre-training for Deep Language Understanding
Wei Wang, Bin Bi, Ming Yan, Chen Wu, Zuyi Bao, Liwei Peng, Luo Si
2019-08-13
Offensive Language and Hate Speech Detection for Danish
Gudbjartur Ingi Sigurbergsson, Leon Derczynski
2019-08-13
Unsupervised Stemming based Language Model for Telugu Broadcast News Transcription
Mythili Sharan Pala, Parayitam Laxminarayana, A. V. Ramana
2019-08-10
Do Neural Language Representations Learn Physical Commonsense?
Maxwell Forbes, Ari Holtzman, Yejin Choi
2019-08-08 Hot
XCMRC: Evaluating Cross-lingual Machine Reading Comprehension
Pengyuan Liu, Yuning Deng, Chenghao Zhu, Han Hu
2019-08-15 Hot
VisualBERT: A Simple and Performant Baseline for Vision and Language
Liunian Harold Li, Mark Yatskar, Da Yin, Cho-Jui Hsieh, Kai-Wei Chang
2019-08-09 Hot
Reasoning-Driven Question-Answering for Natural Language Understanding
Daniel Khashabi
2019-08-14 Hot
Transferable Representation Learning in Vision-and-Language Navigation
Haoshuo Huang, Vihan Jain, Harsh Mehta, Alexander Ku, Gabriel Magalhaes, Jason Baldridge, Eugene Ie
2019-08-09 Hot
Mastering emergent language: learning to guide in simulated navigation
Mathijs Mul, Diane Bouchacourt, Elia Bruni
2019-08-14
Transferable Representation Learning in Vision-and-Language Navigation
Haoshuo Huang, Vihan Jain, Harsh Mehta, Alexander Ku, Gabriel Magalhaes, Jason Baldridge, Eugene Ie
2019-08-12
Unpaired Cross-lingual Image Caption Generation with Self-Supervised Rewards
Yuqing Song, Shizhe Chen, Yida Zhao, Qin Jin
2019-08-15 Hot
ViLBERT: Pretraining Task-Agnostic Visiolinguistic Representations for Vision-and-Language Tasks
Jiasen Lu, Dhruv Batra, Devi Parikh, Stefan Lee
2019-08-06 Hot
A Tensorized Transformer for Language Modeling
Xindian Ma, Peng Zhang, Shuai Zhang, Nan Duan, Yuexian Hou, Dawei Song, Ming Zhou
2019-08-09
Ab Antiquo: Proto-language Reconstruction with RNNs
Carlo Meloni, Shauli Ravfogel, Yoav Goldberg
2019-08-07
Semantic Drift in Multilingual Representations
Lisa Beinborn, Rochelle Choenni
2019-08-13
Exploiting Cross-Lingual Speaker and Phonetic Diversity for Unsupervised Subword Modeling
Siyuan Feng, Tan Lee
2019-08-09 Hot
A Generate-Validate Approach to Answering Questions about Qualitative Relationships
Arindam Mitra, Chitta Baral, Aurgho Bhattacharjee, Ishan Shrivastava
2019-08-09
Cross-Lingual Syntactic Transfer through Unsupervised Adaptation of Invertible Projections
Junxian He, Zhisong Zhang, Taylor Berg-Kiripatrick, Graham Neubig
2019-08-07
Exploiting Temporal Relationships in Video Moment Localization with Natural Language
Songyang Zhang, Jinsong Su, Jiebo Luo
2019-08-11
SenseBERT: Driving Some Sense into BERT
Yoav Levine, Barak Lenz, Or Dagan, Dan Padnos, Or Sharir, Shai Shalev-Shwartz, Amnon Shashua, Yoav Shoham
2019-08-15 Hot
Unsupervised Recurrent Neural Network Grammars
Yoon Kim, Alexander M. Rush, Lei Yu, Adhiguna Kuncoro, Chris Dyer, Gábor Melis
2019-08-05
Understanding Spatial Language in Radiology: Representation Framework, Annotation, and Spatial Relation Extraction from Chest X-ray Reports using Deep Learning
Surabhi Datta, Yuqi Si, Laritza Rodriguez, Sonya E Shooshan, Dina Demner-Fushman, Kirk Roberts
2019-08-13
Multimodal Unified Attention Networks for Vision-and-Language Interactions
Zhou Yu, Yuhao Cui, Jun Yu, Dacheng Tao, Qi Tian
2019-08-12
CSS10: A Collection of Single Speaker Speech Datasets for 10 Languages
Kyubyong Park, Thomas Mulc
2019-08-05
Thoth: Improved Rapid Serial Visual Presentation using Natural Language Processing
David Awad
2019-08-05
eRevise: Using Natural Language Processing to Provide Formative Feedback on Text Evidence Usage in Student Writing
Haoran Zhang, Ahmed Magooda, Diane Litman, Richard Correnti, Elaine Wang, Lindsay Clare Matsumura, Emily Howe, Rafael Quintana
2019-08-06
Modeling meaning: computational interpreting and understanding of natural language fragments
Michael Kapustin, Pavlo Kapustin
2019-08-09
Is artificial data useful for biomedical Natural Language Processing algorithms?
Zixu Wang, Julia Ive, Sumithra Velupillai, Lucia Specia
2019-08-07
Multi-modality Latent Interaction Network for Visual Question Answering
Peng Gao, Haoxuan You, Zhanpeng Zhang, Xiaogang Wang, Hongsheng Li
2019-08-10 Hot
How to Fine-Tune BERT for Text Classification?
Chi Sun, Xipeng Qiu, Yige Xu, Xuanjing Huang
2019-08-14