Hot Tweets

@AndrewYNg
Apparently 20 years ago I was already contributing to face recognition research. 😃 #tbt https://t.co/HGv64fXf9L
2018-11-08 Super Hot
@AndrewYNg
Announcing AI For Everyone, the newest @deeplearningai_ course! Whether you're a CEO, product manager, marketer, re… https://t.co/DYIzRO3Xc8
2018-11-14 Super Hot
@DeepMindAI
The BigGAN generators from our paper https://t.co/QUYlE9IBsE are now available on TF Hub (https://t.co/GHM9pIgQPw).… https://t.co/LZSWkcN1Vt
2018-11-12 Super Hot
@soumithchintala
Rethinking floating point for deep learning - Jeff Johnson at FAIR - proposes non-linear floating point math -- mor… https://t.co/7YJY4FQ4lS
2018-11-08 Super Hot
@goodfellow_ian
An updated 2 year progress pic for ImageNet GANs. New pic by @gstsdn includes latest results by @ajmooch et al. https://t.co/ffPWSYMo4V
2018-11-08 Super Hot
@DeepMindAI
Learning to play Atari games without rewards by combining human preferences and expert demonstrations (collaboratio… https://t.co/q4QMOuyGri
2018-11-16 Super Hot
@goodfellow_ian
@glagolista GANs n' Roses?
2018-11-07 Super Hot
@OpenAI
Introducing POLO, a framework that lets us learn tasks on the fly like humanoid locomotion and dexterous in-hand ma… https://t.co/mdWGVJIS6e
2018-11-06 Super Hot
@goodfellow_ian
The "assistant professor" title seems especially galling to me: who exactly is the assistant professor assisting? T… https://t.co/8q7uc7zgkP
2018-11-15 Super Hot
@hardmaru
A fun dataset to try new things? 🏫 https://t.co/IYxQIRHlBE
2018-11-13 Super Hot
@hardmaru
Key Papers in Deep Reinforcement Learning curated by @OpenAI https://t.co/34WUV3DiKN
2018-11-09 Super Hot
@demishassabis
We are immensely proud of all the Streams team has achieved. DeepMind will continue to lead the way in fundamental… https://t.co/JM1xYCZyE7
2018-11-13 Super Hot
@DeepMindAI
Bayesian Action Decoder (https://t.co/tpnSgBPPA3): A new multi-agent RL method for learning to communicate via info… https://t.co/FiJSZ58klt
2018-11-06 Super Hot
@ylecun
If you do medical image analysis, use 3D ConvNets. Awesome work on knee MRI by NYU colleagues. Congrats Kyunghyun… https://t.co/ZZPU4M4qAh
2018-11-08 Super Hot
@AndrewYNg
Great @nytimes article about how chatbots like @HiWoebot will be one of the most important applications of NLP. It… https://t.co/HJlAAR22Ea
2018-11-14 Super Hot
@nntaleb
No, klueless Nate @NateSilver538 Forecasting elections isn't Nate Silver's thing. https://t.co/hHkbsAaGAW … https://t.co/d5SOF3pHMd
2018-11-14 Super Hot
@hardmaru
PhotoBoothGAN‼️📸 https://t.co/rLvPcg32Pj
2018-11-07 Super Hot
@hardmaru
If you want some life inspiration, here is Yuri Orlov's resumé: https://t.co/3oLqjHDLAt https://t.co/aK59dExXJP
2018-11-12 Hot
@ylecun
"La Revanche des Neurones" (The Revenge of the Neurons): a piece (in French) about the history of AI, the debate be… https://t.co/ZnmtDQSFFb
2018-11-18 Hot
@demishassabis
Awesome day at the World Chess Championships in London yesterday watching Carlsen vs Caruana. Also great catching u… https://t.co/zwjfQcPJd4
2018-11-12 Hot
@NVIDIAAIDev
A team of researchers from @UCSF just trained a #deeplearning system on @NVIDIA #GPUs to detect Alzheimer's disease… https://t.co/sVTgZe5pLt
2018-11-08 Hot
@demishassabis
Really proud to support @UniofOxford in extending these scholarships and helping to broaden participation in comput… https://t.co/VW9Qd2QG87
2018-11-15 Hot
@goodfellow_ian
Academic titles tend to begin with negative adjectives and gradually remove adjectives. "Undergraduate student" ->… https://t.co/9WSx4guf2U
2018-11-15 Hot
@DeepMindAI
"Woulda, Coulda, Shoulda: Counterfactually-Guided Policy Search" - off-policy training of agents by reasoning about… https://t.co/QbmKlbJU9P
2018-11-16 Hot
@hardmaru
Unnecessary Abstraction Layers https://t.co/PIwNx1f6JO
2018-11-13 Hot
@hardmaru
“We took our perception model built in PyTorch, ported it to a Keras model, then converted to TensorFlow.js so it c… https://t.co/R362LlhLGy
2018-11-07 Hot
@NVIDIAAIDev
Erik Lindahl from @Stockholm_Uni, John Stone from @Illinois_Alma, and Jim Phillips from @NCSAatIllinois join us at… https://t.co/xNsebllLHR
2018-11-16 Hot
@hardmaru
“This study shows how difficult it will be to create AGI. It was a triumph of AI research to create machines capabl… https://t.co/PV7r0EUWke
2018-11-10 Hot
@goodfellow_ian
Using differentiable ray tracing to make 3D adversarial example objects: https://t.co/CipRHPNyae https://t.co/ek1xCpc8DL
2018-11-12 Hot
@hardmaru
GAN reconstruction of material images from brain activity. https://t.co/MQIEHRiizY
2018-11-07 Hot
@hardmaru
CVPR 2019 received over 5100 submissions. NIPS and AAAI received ~ 5000 and 7000 submissions each. It's got to be t… https://t.co/aiCJdRMa7a
2018-11-18 Hot
@JeffDean
New work on pathology from @GoogleAI: "... the mean accuracy among 29 general pathologists was 0.61. The DLS achie… https://t.co/nNgLAZBSHA
2018-11-16 Hot
@ylecun
Slides for some of my recent talks: - IHÉS "Gomax" workshop, 2018-10-15: title: Graph Embedding, content unders… https://t.co/xgIzQdNSwj
2018-11-10 Hot
@seanmcarroll
https://t.co/GfBiEwr5py https://t.co/mYGh2TcFPt
2018-11-10 Hot
@ylecun
I don't like the title, but this Wired UK article on FAIR and Facebook AI is good. We are not in a "fight to beat… https://t.co/YweRCpEVe6
2018-11-16 Hot
@hardmaru
Overleaf didn’t expect so many GAN papers being prepared for CVPR. 🐶 https://t.co/JMQWrm5ZsN
2018-11-17 Hot
@ylecun
AirSim from Microsoft: a realistic drone simulator to help train autonomous flying contraptions to fly around and a… https://t.co/Ugen7QyEY9
2018-11-14 Hot
@ylecun
An article in Wired about the various approaches to machine common sense. With opinions from various characters of… https://t.co/a6spXFzb0q
2018-11-14 Hot
@hardmaru
I thought BigGAN made this building. https://t.co/yonQqHtdkj
2018-11-14 Hot
@NVIDIADC
Hear from @Supermicro_SMCI how they are using NVIDIA HGX-2 to address issues in #deeplearning training, such as lan… https://t.co/cD42ncEMAJ
2018-11-14 Hot
@hardmaru
Smart sketching interface for maps in @footpathapp https://t.co/2xK3rdTHwE
2018-11-09 Hot
@RichardSocher
I am super excited to announce that Nikhil @nikhil_ai just joined us at Salesforce Research to work on deep learnin… https://t.co/qmhjcCsR99
2018-11-13 Hot
@alex_riveiro
El estudio, si os interesa, es Shmuel Bialy y Abraham Loeb; “Could Solar Radiation Pressure Explain ‘Oumuamua’s Pec… https://t.co/qqsHv4qMQZ
2018-11-06 Hot
@goodfellow_ian
@DynamicWebPaige I think people usually don’t use boosting with neural nets because boosting is mostly used as a wa… https://t.co/WR8kSpCC24
2018-11-07 Hot
@hardmaru
New Hardware for Massive Neural Networks: Speculative paper from NIPS 1987 argues that simple diode circuits, far s… https://t.co/wUOW0sugA0
2018-11-06 Hot
@hardmaru
Fashion-MNIST Baselines: Simple 2-Layer ConvNet ~ 93% Google AutoML (24 hours) ~ 94% Wide ResNet with tricks ~ 96.5… https://t.co/23EyCA7Oun
2018-11-07 Hot
@hardmaru
A TrueType font based on how 6-year-old kids in Japan write Kanji. The full font has 6700 characters!… https://t.co/ATglhGpUY5
2018-11-08 Hot
@hardmaru
Measuring the Effects of Data Parallelism on Neural Network Training: Large empirical study investigating the trade… https://t.co/D4MhpH6Imo
2018-11-09 Hot
@hardmaru
Shanghai’s municipal traffic information center might be using Graph RNNs to predict and control traffic flow. 🚑🚓 https://t.co/4JZXrjbS2N
2018-11-06 Hot
@SpirosMargaris
When #AI does what you say, not what you mean https://t.co/o6rH0WDJ4Z #fintech @efleischer #insurtech… https://t.co/bDkWJIn5Z5
2018-11-16 Hot
@SpirosMargaris
What is #AI? We drew you a #flowchart to work it out via @techreview https://t.co/0InXxuncfG #fintech… https://t.co/TMO79W6fDQ
2018-11-10 Hot
@yoavgo
BlackBox NLP 2018 slides: https://t.co/DL0smjHchA
2018-11-05 Hot
@hardmaru
@michael_nielsen These days I find better use of my time reading dated papers that are considered important now, bu… https://t.co/4mufJUBU1L
2018-11-09 Hot
@hardmaru
AR interface to interact with RL agents? https://t.co/MgPTWW1DnR
2018-11-17 Hot
@hardmaru
Deploying RL to real-world problems https://t.co/XE56LWYHpg
2018-11-15 Hot
@fbplatform
A free in-depth course on #deeplearning is now available on @udacity. Learn how to build your own deep neural netwo… https://t.co/XOWCb8ehXN
2018-11-09 Hot
@goodfellow_ian
Industry titles tend to add superlatives: "research scientist" -> "senior research scientist" -> ... -> "distinguis… https://t.co/8kVSvKBHPK
2018-11-15 Hot
@hardmaru
Differentiable Monte Carlo Ray Tracing through Edge Sampling: Cool work on building a differentiable ray tracer. Th… https://t.co/K45dkyu0zt
2018-11-12 Hot
@ylecun
That's cute: ConvNet... https://t.co/C7Tljsi1yQ
2018-11-12 Hot
@KirkDBorne
Top 20 #Python libraries for #DataScience in 2018: https://t.co/5dDTXZi2Yp #abdsc by @ActiveWizards #BigData… https://t.co/LW8wYGHe5e
2018-11-08 Hot
@KirkDBorne
The Amazing #MachineLearning Cheatsheet: https://t.co/JN6x3DjsaJ #BigData #Analytics #DataScience #AI #DeepLearning… https://t.co/JYV3gytP4f
2018-11-06 Hot
@KirkDBorne
The evolution of #MachineLearning 2010 to 2040: https://t.co/te3QnTtQZk via @PwC @MikeQuindazzi #AI #Statistics… https://t.co/oZBJOQT4Lm
2018-11-11 Hot
@hardmaru
LaTeX in the 17th Century https://t.co/nW81R8ctfO
2018-11-08 Hot
@jeffgiesea
Highly recommend this analysis of how bots influence opinions. Findings suggest political bots helped Hillary more… https://t.co/gO8nKAeeEi
2018-11-05 Hot
@SpirosMargaris
Watch this creepy #AI #anchor talk like a real #person https://t.co/ugCw0wvJKI #fintech #insurtech… https://t.co/pZ1gyK70RY
2018-11-08 Hot
@elnocturno
Que GRAN ejemplo de pésimo periodismo científico. El abstract del estudio no dice eso ni sometiéndolo a tortura...… https://t.co/yk0lqURyrC
2018-11-06 Hot
@LIGO
Interesting @PopSci article on how #GravitationalWaves could solve a cosmological crisis: @LIGO colleague @decohere… https://t.co/ARDctcXzdS
2018-11-10 Hot
@EricTopol
The famous prostate #cancer Gleason score put to the test by deep learning #AI. Accuracy improved cf 10 GU patholog… https://t.co/MWEVXJ1nN6
2018-11-17 Hot
@hardmaru
https://t.co/9z6aTfqAhB ⇨ https://t.co/ElkIkQEZJu 🧠
2018-11-17 Hot
@hardmaru
Wonder if they can learn via self-play https://t.co/z4a11gn8tw
2018-11-16 Hot
@goodfellow_ian
@poolio As a reviewer I got an author rebuttal telling me I obviously haven’t read the Maxout paper
2018-11-16 Hot
@RichardSocher
I am excited to announce the winners of our first Salesforce Research Deep Learning Grant. Congrats to Tianfu Wu, M… https://t.co/Il1tTrwnl7
2018-11-13 Hot
@goodfellow_ian
Adversarial examples for perceptual ad-blocking: https://t.co/5I5dSK6fXB
2018-11-12 Hot
@hardmaru
Train a GAN on https://t.co/C4T7xWA34V papers using thumbnails from https://t.co/aYizk3lkDg? Don't forget to also i… https://t.co/k5Pqj0qwaY
2018-11-18 Hot
@kchonyc
Segmentation of the Proximal Femur from MR Images using Deep Convolutional Neural Networks https://t.co/9QETLsujmt… https://t.co/mM45y81JEi
2018-11-07 Hot
@KirkDBorne
The Close Cousins of Artificial Intelligence — #AI, #MachineLearning & #DeepLearning — These terms have confused a… https://t.co/ZBDIh0ynlU
2018-11-07 Hot
@hardmaru
BigGAN is on TF Hub! https://t.co/k5tc8Cy2eX https://t.co/TfLdQ6DJjV
2018-11-12
@hardmaru
Announcement from @NipsConference https://t.co/h7nNcya7wa https://t.co/IYh5xvsnRh
2018-11-17
@demishassabis
fun and wide-ranging conversation as always with @bbckamal and @Silva ! this is going to be a great podcast series.… https://t.co/qgu2miGgjY
2018-11-06
@hardmaru
Recently, I’ve been having so much more fun working on NIPS workshop papers than on stuff that is meant for a legit… https://t.co/fHcvpzYEV3
2018-11-12

Hot Papers

Gradient Descent Finds Global Minima of Deep Neural Networks
Simon S. Du, Jason D. Lee, Haochuan Li, Liwei Wang, Xiyu Zhai
2018-11-09 Super Hot
ImageNet/ResNet-50 Training in 224 Seconds
Hiroaki Mikami, Hisahiro Suganuma, Pongsakorn U-chupala, Yoshiki Tanaka, Yuichi Kageyama
2018-11-13 Super Hot
Learning from Demonstration in the Wild
Feryal Behbahani, Kyriacos Shiarlis, Xi Chen, Vitaly Kurin, Sudhanshu Kasewa, Ciprian Stirbu, João Gomes, Supratik Paul, Frans A. Oliehoek, João Messias, Shimon Whiteson
2018-11-08 Super Hot
Are Deep Policy Gradient Algorithms Truly Policy Gradient Algorithms?
Andrew Ilyas, Logan Engstrom, Shibani Santurkar, Dimitris Tsipras, Firdaus Janoos, Larry Rudolph, Aleksander Madry
2018-11-06 Super Hot
Language GANs Falling Short
Massimo Caccia, Lucas Caccia, William Fedus, Hugo Larochelle, Joelle Pineau, Laurent Charlin
2018-11-06 Super Hot
Facial Landmark Detection for Manga Images
Marco Stricker, Olivier Augereau, Koichi Kise, Motoi Iwata
2018-11-08 Super Hot
Measuring the Effects of Data Parallelism on Neural Network Training
Christopher J. Shallue, Jaehoon Lee, Joe Antognini, Jascha Sohl-Dickstein, Roy Frostig, George E. Dahl
2018-11-08 Super Hot
Ad-versarial: Defeating Perceptual Ad-Blocking
Florian Tramèr, Pascal Dupré, Gili Rusak, Giancarlo Pellegrino, Dan Boneh
2018-11-08 Super Hot
IP Geolocation through Reverse DNS
Ovidiu Dan, Vaibhav Parikh, Brian D. Davison
2018-11-10 Hot
Solving Jigsaw Puzzles By The Graph Connection Laplacian
Huroyan Vahan, Lerman Gilad, Wu Hau-Tieng
2018-11-07 Hot
On How Well Generative Adversarial Networks Learn Densities: Nonparametric and Parametric Results
Tengyuan Liang
2018-11-07 Hot
ColorUNet: A convolutional classification approach to colorization
Vincent Billaut, Matthieu de Rochemonteix, Marc Thibault
2018-11-07 Hot
Zero-shot Neural Transfer for Cross-lingual Entity Linking
Shruti Rijhwani, Jiateng Xie, Graham Neubig, Jaime Carbonell
2018-11-09 Hot
A Survey on Data Collection for Machine Learning: a Big Data - AI Integration Perspective
Yuji Roh, Geon Heo, Steven Euijong Whang
2018-11-08 Hot
Exploiting Sentence Embedding for Medical Question Answering
Yu Hao, Xien Liu, Ji Wu, Ping Lv
2018-11-15 Hot
Pitfalls of Graph Neural Network Evaluation
Oleksandr Shchur, Maximilian Mumme, Aleksandar Bojchevski, Stephan Günnemann
2018-11-14 Hot
Interpretable deep learning for guided structure-property explorations in photovoltaics
Balaji Sesha Sarath Pokuri, Sambuddha Ghosal, Apurva Kokate, Baskar Ganapathysubramnian, Soumik Sarkar
2018-11-14 Hot
Doc2Im: document to image conversion through self-attentive embedding
Mithun Das Gupta
2018-11-08 Hot
Spatial Logics and Model Checking for Medical Imaging (Extended Version)
Fabrizio Banci Buonamici, Gina Belmonte, Vincenzo Ciancia, Diego Latella, Mieke Massink
2018-11-14 Hot
Performance Estimation of Synthesis Flows cross Technologies using LSTMs and Transfer Learning
Cunxi Yu, Wang Zhou
2018-11-14 Hot
Depth Prediction Without the Sensors: Leveraging Structure for Unsupervised Learning from Monocular Videos
Vincent Casser, Soeren Pirk, Reza Mahjourian, Anelia Angelova
2018-11-15 Hot
Lower Bounds for Parallel and Randomized Convex Optimization
Jelena Diakonikolas, Cristóbal Guzmán
2018-11-05 Hot
Automatic Grammar Augmentation for Robust Voice Command Recognition
Yang Yang, Anusha Lalitha, Jinwon Lee, Chris Lott
2018-11-14 Hot
A Hierarchical Multi-task Approach for Learning Embeddings from Semantic Tasks
Victor Sanh, Thomas Wolf, Sebastian Ruder
2018-11-14 Hot
Efficient Identification of Approximate Best Configuration of Training in Large Datasets
Silu Huang, Chi Wang, Bolin Ding, Surajit Chaudhuri
2018-11-08 Hot
Deep Semantic Instance Segmentation of Tree-like Structures Using Synthetic Data
Kerry Halupka, Rahil Garnavi, Stephen Moore
2018-11-08 Hot
Double Adaptive Stochastic Gradient Optimization
Kin Gutierrez, Jin Li, Cristian Challu, Artur Dubrawski
2018-11-06 Hot
Can Deep Learning Outperform Modern Commercial CT Image Reconstruction Methods?
Hongming Shan, Atul Padole, Fatemeh Homayounieh, Uwe Kruger, Ruhani Doda Khera, Chayanin Nitiwarangkul, Mannudeep K. Kalra, Ge Wang
2018-11-08 Hot
Deep Template Matching for Offline Handwritten Chinese Character Recognition
Zhiyuan Li, Min Jin, Qi Wu, Huaxiang Lu
2018-11-15 Hot
Active Learning using Deep Bayesian Networks for Surgical Workflow Analysis
Sebastian Bodenstedt, Dominik Rivoir, Alexander Jenke, Martin Wagner, Sören Torge Mees, Jürgen Weitz, Stefanie Speidel
2018-11-08 Hot

Fresh Papers

DARCCC: Detecting Adversaries by Reconstruction from Class Conditional Capsules
Nicholas Frosst, Sara Sabour, Geoffrey Hinton
2018-11-16
GPipe: Efficient Training of Giant Neural Networks using Pipeline Parallelism
Yanping Huang, Yonglong Cheng, Dehao Chen, HyoukJoong Lee, Jiquan Ngiam, Quoc V. Le, Zhifeng Chen
2018-11-16 Hot
Grasp2Vec: Learning Object Representations from Self-Supervised Grasping
Eric Jang, Coline Devin, Vincent Vanhoucke, Sergey Levine
2018-11-16
Nonnegative Matrix Factorization for Signal and Data Analytics: Identifiability, Algorithms, and Applications
Xiao Fu, Kejun Huang, Nicholas D. Sidiropoulos, Wing-Kin Ma
2018-11-16
Exploring Gameplay With AI Agents
Fernando de Mesentier Silva, Igor Borovikov, John Kolen, Navid Aghdaie, Kazi Zaman
2018-11-16
Automatic Paper Summary Generation from Visual and Textual Information
Shintaro Yamamoto, Yoshihiro Fukuhara, Ryota Suzuki, Shigeo Morishima, Hirokatsu Kataoka
2018-11-16
Mode Variational LSTM Robust to Unseen Modes of Variation: Application to Facial Expression Recognition
Wissam J. Baddar, Yong Man Ro
2018-11-16
Image Pre-processing Using OpenCV Library on MORPH-II Face Database
Benjamin Yip, Rachel Towner, Troy Kling, Cuixian Chen, Yishi Wang
2018-11-16
cilantro: A Lean, Versatile, and Efficient Library for Point Cloud Data Processing
Konstantinos Zampogiannis, Cornelia Fermuller, Yiannis Aloimonos
2018-11-16
Exact Recovery in the Hypergraph Stochastic Block Model: a Spectral Algorithm
Sam Cole, Yizhe Zhu
2018-11-16
Pre-training Graph Neural Networks with Kernels
Nicolò Navarin, Dinh V. Tran, Alessandro Sperduti
2018-11-16
Efficient Learning of Harmonic Priors for Pitch Detection in Polyphonic Music
Pablo A. Alvarado, Dan Stowell
2018-11-16
On sampling from a log-concave density using kinetic Langevin diffusions
Arnak S. Dalalyan, Lionel Riou-Durand
2018-11-16
A Bayesian Clearing Mechanism for Combinatorial Auctions
Gianluca Brero, Sébastien Lahaie
2018-11-16
On the Complexity of Exploration in Goal-Driven Navigation
Maruan Al-Shedivat, Lisa Lee, Ruslan Salakhutdinov, Eric Xing
2018-11-16
A generalized meta-loss function for distillation and learning using privileged information for classification and regression
Amina Asif, Muhammad Dawood, Fayyaz ul Amir Afsar Minhas
2018-11-16
The Perfect Match: 3D Point Cloud Matching with Smoothed Densities
Zan Gojcic, Caifa Zhou, Jan D. Wegner, Andreas Wieser
2018-11-16
Active Inverse Reward Design
Sören Mindermann, Rohin Shah, Adam Gleave, Dylan Hadfield-Menell
2018-11-16
Residual Convolutional Neural Network Revisited with Active Weighted Mapping
Jung HyoungHo, Lee Ryong, Lee Sanghwan, Hwang Wonjun
2018-11-16
Learning Where to Fixate on Foveated Images
Hanxiao Wang, Venkatesh Saligrama, Stan Sclaroff, Vitaly Ablavsky
2018-11-16
Anomaly Detection using Deep Learning based Image Completion
Matthias Haselmann, Dieter P. Gruber, Paul Tabatabai
2018-11-16
Blameworthiness in Games with Imperfect Information
Pavel Naumov, Jia Tao
2018-11-16
Latent hypernet: Exploring all Layers from Convolutional Neural Networks
Artur Jordao, Ricardo Kloss, William Robson Schwartz
2018-11-16
Evaluating Uncertainty Quantification in End-to-End Autonomous Driving Control
Rhiannon Michelmore, Marta Kwiatkowska, Yarin Gal
2018-11-16
Discovering Power Laws in Entity Length
Xiaoshi Zhong, Erik Cambria, Jagath C. Rajapakse
2018-11-16
Fixation properties of multiple cooperator configurations on regular graphs
Hendrik Richter
2018-11-16
Using recurrences in time and frequency within U-net architecture for speech enhancement
Tomasz Grzywalski, Szymon Drgas
2018-11-16
Evolutionary Diversity Optimization Using Multi-Objective Indicators
Aneta Neumann, Wanru Gao, Markus Wagner, Frank Neumann
2018-11-16
PaccMann: Prediction of anticancer compound sensitivity with multi-modal attention-based neural networks
Ali Oskooei, Jannis Born, Matteo Manica, Vigneshwari Subramanian, Julio Sáez-Rodríguez, María Rodríguez Martínez
2018-11-16
Learning convex polytopes with margin
Lee-Ad Gottlieb, Eran Kaufman, Aryeh Kontorovich, Gabriel Nivasch
2018-11-16

reinforcement learning

A Tour of Reinforcement Learning: The View from Continuous Control
Benjamin Recht
2018-11-10
Meta-Learning for Multi-objective Reinforcement Learning
Xi Chen, Ali Ghadirzadeh, Mårten Björkman, Patric Jensfelt
2018-11-08 Hot
Learning Temporal Point Processes via Reinforcement Learning
Shuang Li, Shuai Xiao, Shixiang Zhu, Nan Du, Yao Xie, Le Song
2018-11-12
Reward Estimation for Variance Reduction in Deep Reinforcement Learning
Joshua Romoff, Peter Henderson, Alexandre Piché, Vincent Francois-Lavet, Joelle Pineau
2018-11-07
Multi-Agent Common Knowledge Reinforcement Learning
Jakob N. Foerster, Christian A. Schroeder de Witt, Gregory Farquhar, Philip H. S. Torr, Wendelin Boehmer, Shimon Whiteson
2018-11-05
SDRL: Interpretable and Data-efficient Deep Reinforcement Learning Leveraging Symbolic Planning
Daoming Lyu, Fangkai Yang, Bo Liu, Steven Gustafson
2018-11-05
Modular Architecture for StarCraft II with Deep Reinforcement Learning
Dennis Lee, Haoran Tang, Jeffrey O Zhang, Huazhe Xu, Trevor Darrell, Pieter Abbeel
2018-11-08 Hot
The Utility of Sparse Representations for Control in Reinforcement Learning
Vincent Liu, Raksha Kumaraswamy, Lei Le, Martha White
2018-11-15
Intervention Aided Reinforcement Learning for Safe and Practical Policy Optimization in Navigation
Fan Wang, Bo Zhou, Ke Chen, Tingxiang Fan, Xi Zhang, Jiangyong Li, Hao Tian, Jia Pan
2018-11-15
An Initial Attempt of Combining Visual Selective Attention with Deep Reinforcement Learning
Liu Yuezhang, Ruohan Zhang, Dana H. Ballard
2018-11-11
Reinforcement Learning for Automatic Test Case Prioritization and Selection in Continuous Integration
Helge Spieker, Arnaud Gotlieb, Dusica Marijan, Morten Mossige
2018-11-09
Coordinating Disaster Emergency Response with Heuristic Reinforcement Learning
Long Nguyen, Zhou Yang, Jiazhen Zhu, Jia Li, Fang Jin
2018-11-12
Learning Shaping Strategies in Human-in-the-loop Interactive Reinforcement Learning
Chao Yu, Tianpei Yang, Wenxuan Zhu, Dongxu wang, Guangliang Li
2018-11-10 Hot
Diversity-Driven Extensible Hierarchical Reinforcement Learning
Yuhang Song, Jianyi Wang, Thomas Lukasiewicz, Zhenghua Xu, Mai Xu
2018-11-10
Diversity-Driven Extensible Hierarchical Reinforcement Learning
Yuhang Song, Jianyi Wang, Thomas Lukasiewicz, Zhenghua Xu, Mai Xu
2018-11-13
Natural Environment Benchmarks for Reinforcement Learning
Amy Zhang, Yuxin Wu, Joelle Pineau
2018-11-14 Hot
VIREL: A Variational Inference Framework for Reinforcement Learning
Matthew Fellows, Anuj Mahajan, Tim G. J. Rudner, Shimon Whiteson
2018-11-13
VIREL: A Variational Inference Framework for Reinforcement Learning
Matthew Fellows, Anuj Mahajan, Tim G. J. Rudner, Shimon Whiteson
2018-11-12
Policy Certificates: Towards Accountable Reinforcement Learning
Christoph Dann, Lihong Li, Wei Wei, Emma Brunskill
2018-11-07
Reinforcement Learning for Improving Agent Design
David Ha
2018-11-12
Randomized Prior Functions for Deep Reinforcement Learning
Ian Osband, John Aslanides, Albin Cassirer
2018-11-15
Navigating Assistance System for Quadcopter with Deep Reinforcement Learning
Tung-Cheng Wu, Shau-Yin Tseng, Chin-Feng Lai, Chia-Yu Ho, Ying-Hsun Lai
2018-11-12
Fully Convolutional Network with Multi-Step Reinforcement Learning for Image Processing
Ryosuke Furuta, Naoto Inoue, Toshihiko Yamasaki
2018-11-10
Optimizing Taxi Carpool Policies via Reinforcement Learning and Spatio-Temporal Mining
Ishan Jindal, Zhiwei Qin, Xuewen Chen, Matthew Nokleby, Jieping Ye
2018-11-11
Fully Convolutional Network with Multi-Step Reinforcement Learning for Image Processing
Ryosuke Furuta, Naoto Inoue, Toshihiko Yamasaki
2018-11-13
Bayesian Reinforcement Learning in Factored POMDPs
Sammie Katt, Frans Oliehoek, Christopher Amato
2018-11-14
QUOTA: The Quantile Option Architecture for Reinforcement Learning
Shangtong Zhang, Borislav Mavrin, Hengshuai Yao, Linglong Kong, Bo Liu
2018-11-05 Hot
QUOTA: The Quantile Option Architecture for Reinforcement Learning
Shangtong Zhang, Borislav Mavrin, Linglong Kong, Bo Liu, Hengshuai Yao
2018-11-07
Combining Subgoal Graphs with Reinforcement Learning to Build a Rational Pathfinder
Junjie Zeng, Long Qin, Yue Hu, Cong Hu, Quanjun Yin
2018-11-05 Hot
A Hierarchical Framework for Relation Extraction with Reinforcement Learning
Ryuichi Takanobu, Tianyang Zhang, Jiexi Liu, Minlie Huang
2018-11-09 Hot

language

Information Flow in Pregroup Models of Natural Language
Peter M. Hines
2018-11-08 Hot
Transfer learning of language-independent end-to-end ASR with language model fusion
Hirofumi Inaguma, Jaejin Cho, Murali Karthick Baskar, Tatsuya Kawahara, Shinji Watanabe
2018-11-06
Multilingual and Unsupervised Subword Modeling for Zero-Resource Languages
Enno Hermann, Herman Kamper, Sharon Goldwater
2018-11-09
Zero-shot Neural Transfer for Cross-lingual Entity Linking
Shruti Rijhwani, Jiateng Xie, Graham Neubig, Jaime Carbonell
2018-11-09 Hot
Neural Based Statement Classification for Biased Language
Christoph Hube, Besnik Fetahu
2018-11-14 Hot
Multi-cell LSTM Based Neural Language Model
Thomas Cherian, Akshay Badola, Vineet Padmanabhan
2018-11-15 Hot
An Introduction to Fuzzy & Annotated Semantic Web Languages
Umberto Straccia
2018-11-14
Multi-Source Neural Machine Translation with Data Augmentation
Yuta Nishimura, Katsuhito Sudoh, Graham Neubig, Satoshi Nakamura
2018-11-08
Speech Intention Understanding in a Head-final Language: A Disambiguation Utilizing Intonation-dependency
Won Ik Cho, Hyeon Seung Lee, Ji Won Yoon, Seok Min Kim, Nam Soo Kim
2018-11-10
Towards Neural Machine Translation for African Languages
Jade Z. Abbott, Laura Martinus
2018-11-13
Compositional Language Understanding with Text-based Relational Reasoning
Koustuv Sinha, Shagun Sodhani, William L. Hamilton, Joelle Pineau
2018-11-07 Hot
Transfer Learning from LDA to BiLSTM-CNN for Offensive Language Detection in Twitter
Gregor Wiedemann, Eugen Ruppert, Raghav Jindal, Chris Biemann
2018-11-07
Compositional Language Understanding with Text-based Relational Reasoning
Koustuv Sinha, Shagun Sodhani, William L. Hamilton, Joelle Pineau
2018-11-08
Modeling Local Dependence in Natural Language with Multi-channel Recurrent Neural Networks
Chang Xu, Weiran Huang, Hongwei Wang, Gang Wang, Tie-Yan Liu
2018-11-13
Superregular grammars do not provide additional explanatory power but allow for a compact analysis of animal song
Takashi Morita, Hiroki Koda
2018-11-05
Image-based Natural Language Understanding Using 2D Convolutional Neural Networks
Erinc Merdivan, Anastasios Vafeiadis, Dimitrios Kalatzis, Sten Hanke, Johannes Kropf, Konstantinos Votis, Dimitrios Giakoumis, Dimitrios Tzovaras, Liming Chen, Raouf Hamzaoui, Matthieu Geist
2018-11-06
What If We Simply Swap the Two Text Fragments? A Straightforward yet Effective Way to Test the Robustness of Methods to Confounding Signals in Nature Language Inference Tasks
Haohan Wang, Da Sun, Eric P. Xing
2018-11-12
A human-editable Sign Language representation for software editing---and a writing system?
Michael Filhol
2018-11-05
Snips Voice Platform: an embedded Spoken Language Understanding system for private-by-design voice interfaces
Alice Coucke, Alaa Saade, Adrien Ball, Théodore Bluche, Alexandre Caulier, David Leroy, Clément Doumouro, Thibault Gisselbrecht, Francesco Caltagirone, Thibaut Lavril, Maël Primet, Joseph Dureau
2018-11-05
Unsupervised Transfer Learning for Spoken Language Understanding in Intelligent Agents
Aditya Siddhant, Anuj Goyal, Angeliki Metallinou
2018-11-13
Fine-tuning of Language Models with Discriminator
Vadim Popov, Mikhail Kudinov
2018-11-12
Towards Functorial Language-Games
Jules Hedges, Martha Lewis
2018-11-08
A Comparison of Techniques for Language Model Integration in Encoder-Decoder Speech Recognition
Shubham Toshniwal, Anjuli Kannan, Chung-Cheng Chiu, Yonghui Wu, Tara N Sainath, Karen Livescu
2018-11-06
Do RNNs learn human-like abstract word order preferences?
Richard Futrell, Roger P. Levy
2018-11-05 Hot
Regular Boardgames
Jakub Kowalski, Maksymilian Mika, Jakub Sutowicz, Marek Szykuła
2018-11-13
Evaluating the Ability of LSTMs to Learn Context-Free Grammars
Luzi Sennhauser, Robert C. Berwick
2018-11-06
Translating Natural Language to SQL using Pointer-Generator Networks and How Decoding Order Matters
Denis Lukovnikov, Nilesh Chakraborty, Jens Lehmann, Asja Fischer
2018-11-13
Language GANs Falling Short
Massimo Caccia, Lucas Caccia, William Fedus, Hugo Larochelle, Joelle Pineau, Laurent Charlin
2018-11-06 Super Hot
Dual Latent Variable Model for Low-Resource Natural Language Generation in Dialogue Systems
Van-Khanh Tran, Le-Minh Nguyen
2018-11-10 Hot
Overcoming Language Priors in Visual Question Answering with Adversarial Regularization
Sainandan Ramakrishnan, Aishwarya Agrawal, Stefan Lee
2018-11-08