Hot Tweets

@ylecun
Thanks CSAIL! In the video: - Larry Jackel, Adaptive Systems Research department head (my boss), behind the camera… https://t.co/Hc7dP5nGYP
2021-01-07 Super Hot
@getongab
This is false. 1. Here is a third-party study that shows Gab is not an echo chamber, but Twitter and Facebook are… https://t.co/4Cg4ZkfRN2
2021-01-12 Super Hot
@AndrewYNg
U.S. democracy is going through a dark day today with the Capitol building breached. But we will get through this,… https://t.co/C6Yxlk0ar3
2021-01-06 Super Hot
@QuantumFracture
@freddier Aquí te dejo un artículo científico de unos astrónomos sobre el tema: https://t.co/vfNAMFsQuE
2021-01-17 Super Hot
@ylecun
Facebook AI & NYU Langone Health are open-sourcing a system that can predict if a Covid patient will require intens… https://t.co/ucH7zKrSo7
2021-01-15 Super Hot
@ylecun
Electricity production in Europe in 2020. Right: Each colored point-cloud is a country Each point (x,y) is 1 hour… https://t.co/iEH7Jd3IvM
2021-01-13 Super Hot
@EricTopol
Our new review of #deeplearning #AI for medicine https://t.co/n383AMbRtV @Nature_NPJ by @AndreEsteva @katherinechou… https://t.co/KHdsdTmidf
2021-01-08 Super Hot
@KirkDBorne
Learn the basics of #LinearAlgebra for #MachineLearning and #DataScience with these resources:… https://t.co/nazN1P3HcX
2021-01-08 Hot
@AndrewYNg
Democracy has taken a lot of damage recently. Last Wednesday was a nadir for the U.S., and the path back will be lo… https://t.co/sbbW5skwNh
2021-01-14 Hot
@ylecun
Inspiring speech by Nobel laureate, Caltech professor, and newly-appointed Presidential Science Advisor Frances Arn… https://t.co/udpCyM7qZ0
2021-01-17 Hot
@ylecun
The digit sequence you see at the beginning of the video 201-949-4038, was actually my phone number at Bell Labs.
2021-01-08 Hot
@ylecun
Trump was complaining about RINO (Republicans In Name Only). He has now become the POTUSINO: POTUS In Name Only, Wh… https://t.co/nSZJZZRveX
2021-01-09 Hot
@ylecun
Appearing in the video: Rita Osadchy, the late Matt Miller, Léon Bottou, Éric Cosatto, and Hans-Peter Graf. I has a… https://t.co/805h1qrWxo
2021-01-10 Hot
@ylecun
Excellent review of what happened in Graph-neural-net-land in 2020 and what 2021 may have in store. Graph neural ne… https://t.co/B4OWgKJ9D5
2021-01-06 Hot
@ylecun
ICLR's h5-index is 203 and ranks 17 among all scientific publication venues (ahead of NeurIPS, ICCV, ICML). 203 IC… https://t.co/S57ETnDxJq
2021-01-12 Hot
@AndrewYNg
Today is Martin Luther King Jr. day. After the violence in the U.S. Capitol on Jan 6th, I am struck by how far MLK… https://t.co/vMouRFcbgR
2021-01-19 Hot
@amitness
Excited to release a browser extension "papers-with-video". - Adds a video icon to @arxiv_org if a video summary… https://t.co/e0gunLukpq
2021-01-17 Hot
@ylecun
The proportion of DCs in global electricity consumption has gone down by half to 1% in the last 15 years. The power… https://t.co/IhoEzf3LI6
2021-01-10 Hot
@KirkDBorne
Free online eBook — #MachineLearning from Scratch: https://t.co/VAgDA0v78O via @DataScienceCtrl ————— #BigData… https://t.co/Pvhv5N6TdL
2021-01-08 Hot
@ylecun
Fascism says "nothing is true" https://t.co/JSpTxqUwE6
2021-01-10 Hot
@hsss_sa
مجرة بعيدة تضيء بانتظام غريب ، وقد اكتشف #العلماء سبب ذلك . كل 114 يومًا تقريبًا ، تضيء مجرة على بعد 570 مليون سنة… https://t.co/aBoGQeVM16
2021-01-14 Hot
@NandoDF
Dear ML Twitter friends: Can you please tell me about any mentorship efforts you know of, which aim to improve dive… https://t.co/UNI8ibtiUc
2021-01-15 Hot
@skdh
Quantum metrology ftw Detection of Gravitational Waves using Parametric Resonance in Bose-Einstein Condensates https://t.co/apt6dVd0Kp
2021-01-14 Hot
@NandoDF
Google Brain’s Switch Transformer Language Model Packs 1.6-Trillion Parameters https://t.co/n36RppltBK
2021-01-17 Hot
@KirkDBorne
The top #DeepLearning package seen at #AI conferences is #PyTorch — see free online courses & tutorials:… https://t.co/zN8GVmgWWU
2021-01-16 Hot
@ylecun
@NIkronic @MIT_CSAIL - Donnie Henderson, research engineer who put the demo system together. - Rich Howard, lab director (my boss's boss).
2021-01-07 Hot
@ylecun
I very rarely agree with Bill Kristol, but here, I do. The country must go through detrumpification. https://t.co/EK0rmkOuJv
2021-01-06 Hot
@ylecun
@abhijitdalavi Yes. 32 year-old me.
2021-01-08 Hot
@quocleix
Some nice improvement on ImageNet: 90% top-1 accuracy has been achieved :-) This result is possible by using Meta… https://t.co/6OxvJ2HRj9
2021-01-13 Hot
@KirkDBorne
★★★★BRILLIANT! >> Probabilistic #MachineLearning (by Kevin Murphy, 2nd edition, 2021) is now available:… https://t.co/UckmgpIwlS
2021-01-07 Hot
@ylecun
GTN are explained in details in the 2nd half of our 1998 Proc. IEEE paper that everybody cites for the 1st part (ab… https://t.co/x1JuH0lkcR
2021-01-17 Hot
@ylecun
Indeed @RichardDawkins, propaganda outlets, not social media, are the source of harmful disinformation. For the US… https://t.co/DWWLSk9eiP
2021-01-09 Hot
@skdh
Singularities, black holes, and cosmic censorship: A tribute to Roger Penrose https://t.co/5YiX46q0w1
2021-01-08 Hot
@ylecun
The time constants in scientific research are long. Research progress strives on continuity and long-term stability… https://t.co/O587AJHmtN
2021-01-10 Hot
@KirkDBorne
The top #DeepLearning package seen at #AI conferences is #PyTorch — see free online courses & tutorials:… https://t.co/oXCbcUsmfx
2021-01-10 Hot
@random_walker
Dark patterns are here to stay, but there isn't consensus on what makes a dark pattern dark. A forthcoming paper fr… https://t.co/3E1Au70N1l
2021-01-14 Hot
@ylecun
WhatsApp is still end-to-end encrypted and nothing has changed about privacy, despite what you might have been led… https://t.co/3rju3alnxF
2021-01-15
@SpirosMargaris
Google’s new trillion-parameter #AI #languagemodel is almost 6 times bigger than #GPT3 https://t.co/JUXjtzudyB… https://t.co/Wp2ivXmqLs
2021-01-15
@ylecun
Just a flu? https://t.co/d8sbnRkQWP
2021-01-09
@ylecun
Familiar script: Trump cons people to do his dirty work. They trust his word. They think they'll get rewarded. But… https://t.co/kHCbZNDlc1
2021-01-08
@ylecun
Latter-day turncoats! It was always obvious that Trump is radioactive. He contaminates everything and everyone he t… https://t.co/4EMdaG4NRv
2021-01-07
@ylecun
France: low overall CO2 emissions, low variance on emissions, relying essentially on nuclear energy with a bit of h… https://t.co/87pWCgYR5r
2021-01-13
@KirkDBorne
[Excellent Book] Approaching (Almost) Any #MachineLearning Problem: https://t.co/YHicyQTtGv by @abhi1thakur + See t… https://t.co/r5KMtpKepk
2021-01-18
@SpirosMargaris
Robots Turn 100 and Still #Enthrall Us https://t.co/hUfCAduVsK #fintech #AI #ArtificialIntelligence… https://t.co/eYrO8uGo3x
2021-01-16
@KirkDBorne
[UPDATED Free PDF] #DataScience Cheat Sheet covers concepts in Statistical Learning, #MachineLearning,… https://t.co/qn7HOBaG6p
2021-01-10
@SpirosMargaris
A day in the life of #ArtificialIntelligence https://t.co/qKrfe5fJY0 #fintech #AI #MachineLearning… https://t.co/EHuh9xMwd5
2021-01-12
@stevenstrogatz
Our latest research (with wonderful postdoc ⁦@zhangyuanzhao45⁩) asks: If you only have a certain total amount of co… https://t.co/6QVcgRY9JE
2021-01-11
@MilesCranmer
Very excited to present our new work: we adapt Bayesian neural networks to predict the dissolution of compact plane… https://t.co/XApQCpK1QP
2021-01-13
@ylecun
C'est l'humidité. Les aérosols chargés de virus sont immediatement plaqués au sol par le crachin breton hivernal. https://t.co/CFNDEkq0l8
2021-01-08
@KirkDBorne
Artificial Intelligence with #Python — Your complete guide to building intelligent apps: https://t.co/KMlC9PI8DV… https://t.co/85SV4Ag8b5
2021-01-17
@KirkDBorne
Learn about #Keras — the #Python Deep #NeuralNetworks API: https://t.co/sNHJTXPwVU —————— #BigData #DataScience… https://t.co/Xm5zcdvIrb
2021-01-11
@math_rachel
Here are the links so you can skip Jeff's post: Model Cards for Model Reporting https://t.co/cjlh0sVkiT Saving Fa… https://t.co/o7lO9JIZkq
2021-01-13
@BostonJoan
Many ethnographers have studied the internet for decades, especially those who build the field of networked social… https://t.co/ar7lu9YfPe
2021-01-09
@ylecun
Totally true. Tautological, in fact. https://t.co/23NsFvInhJ
2021-01-16
@VC31415
Economists love linear regressions. Here is our latest research (with Whitney, Rahul, Vasilis) on linear regressio… https://t.co/mLRmCLCRNt
2021-01-17
@KirkDBorne
How #AI is Improving the #Fintech Industry: https://t.co/wYBSYEOleO ———— #abdsc #Finance #finserv #BigData… https://t.co/ibiweZZD1c
2021-01-12
@KirkDBorne
[UPDATED Free PDF] #DataScience Cheat Sheet covers concepts in Statistical Learning, #MachineLearning,… https://t.co/HTzx7i6RxV
2021-01-18
@SpirosMargaris
Good read #ArtificialIntelligence accelerated by #light https://t.co/DNqObdiUL0 #fintech #AI #MachineLearning… https://t.co/UYQJzRiBou
2021-01-08
@ylecun
Congrats @francesarnold ! Science is back. https://t.co/qqXkVvxLXL
2021-01-15
@SpirosMargaris
12 Best #MachineLearning #Books For #Beginners https://t.co/5qzuBl6OmN #fintech #AI #ArtificialIntelligence… https://t.co/nwp57awd7F
2021-01-16
@ylecun
Germany: despite having a large proportion of renewables, has high emissions and a high variance of emissions: when… https://t.co/EKif6IuwGi
2021-01-13
@ylecun
French bashing interspersed with French self-loathing because... there isn't enough of something good and French 🤣 https://t.co/9ohJhDbEy9
2021-01-18
@astropierre
Étonnante découverte d'un système de 5 planètes, toutes en résonance 3:2 Cela signifie que, quelque soit la planèt… https://t.co/cMXcdaYVM9
2021-01-08
@ylecun
Quote from the conservative author: "The last two Republican presidents have ended their terms with the country in… https://t.co/iP3OszCWRj
2021-01-10
@KirkDBorne
Best #MachineLearning Blogs to Follow in 2021: https://t.co/SlIuNLDOX9 HT @SpirosMargaris ————— #BigData… https://t.co/hKBYMrkmeT
2021-01-12
@wightmanr
Sometimes good, simple ideas don’t see widespread adoption. In DL, Stochastic Depth (https://t.co/Ng7rHQZSSy) is on… https://t.co/JMLwwbhFpp
2021-01-10
@SpirosMargaris
Why It’s Time to Embrace #AI and Prepare for the #FeelingEconomy https://t.co/tDBJUmDUcF #fintech… https://t.co/GZiTizzBV4
2021-01-14
@svlevine
Offline model-based RL for goal reaching: learn a distance "Q-like" function from offline data, and a video predict… https://t.co/7Ugs8KCeKm
2021-01-10
@ylecun
I put the diagram together from the following sources: - The scatter plot comes from this article in Le Monde yeste… https://t.co/h3AXHjW57R
2021-01-13
@SpirosMargaris
10 Underappreciated #Python #Packages for #MachineLearning Practitioners https://t.co/80CsKffdZt #fintech… https://t.co/Q8Kr5r4I1T
2021-01-15
@KirkDBorne
Adjoint Differentiation and Backpropagation in #MachineLearning and #Finance, explained in 15 mins:… https://t.co/jNnxVH5emO
2021-01-12
@SpirosMargaris
Take a look #Robotics trends at #CES2021 https://t.co/5rwdTufxUt #fintech @Robohub #AI #ArtificialIntelligence… https://t.co/71wSfgPafU
2021-01-18
@SpirosMargaris
In #BrainImaging, #DeepLearning Beats Standard #MachineLearning https://t.co/qp7knDWRUA #fintech #insurtech… https://t.co/Vt0UfBiDvT
2021-01-17
@SpirosMargaris
How #AI Can Remove #Bias From The #Hiring #Process And Promote #Diversity And #Inclusion… https://t.co/NeIMB11OMW
2021-01-08
@SpirosMargaris
Why everyone is talking about an #ImageGenerator released by @ElonMusk-backed #AI lab https://t.co/GRCrlRtQyg… https://t.co/sotUhjTqxv
2021-01-09
@SpirosMargaris
11 #Industrial #AI Trends that will Dominate the World in 2021 https://t.co/VSQ2ADvllv #fintech… https://t.co/D2scHgIoEG
2021-01-11
@KirkDBorne
25+ Articles & Tutorials on Classification Methods for #DataScientists at @DataScienceCtrl →… https://t.co/ZcUHzGhROf
2021-01-10
@SpirosMargaris
AI and #DataScience #predictions for 2021 https://t.co/B1TRVYPEcI #fintech #AI #ArtificialIntelligence… https://t.co/yPImemYdgR
2021-01-06
@KirkDBorne
Transfer Learning — #DeepLearning for Everyone and an Accelerant for Scaling #AI Applications:… https://t.co/Jc1HsdxT3I
2021-01-08
@michael_nielsen
My favorite mostly-tongue-in-cheek solution to the Fermi Paradox: the aliens are out there, but they look like blac… https://t.co/pbMKQNUpGR
2021-01-14

Hot Papers

RepVGG: Making VGG-style ConvNets Great Again
Xiaohan Ding, Xiangyu Zhang, Ningning Ma, Jungong Han, Guiguang Ding, Jian Sun
2021-01-11 Super Hot
Switch Transformers: Scaling to Trillion Parameter Models with Simple and Efficient Sparsity
William Fedus, Barret Zoph, Noam Shazeer
2021-01-11 Super Hot
GAN-Control: Explicitly Controllable GANs
Alon Shoshan, Nadav Bhonker, Igor Kviatkovsky, Gerard Medioni
2021-01-07 Super Hot
VOGUE: Try-On by StyleGAN Interpolation Optimization
Kathleen M Lewis, Srivatsan Varadharajan, Ira Kemelmacher-Shlizerman
2021-01-06 Super Hot
TrackFormer: Multi-Object Tracking with Transformers
Tim Meinhardt, Alexander Kirillov, Laura Leal-Taixe, Christoph Feichtenhofer
2021-01-07 Super Hot
Robustness Gym: Unifying the NLP Evaluation Landscape
Karan Goel, Nazneen Rajani, Jesse Vig, Samson Tan, Jason Wu, Stephan Zheng, Caiming Xiong, Mohit Bansal, Christopher Ré
2021-01-13 Super Hot
Line Segment Detection Using Transformers without Edges
Yifan Xu, Weijian Xu, David Cheung, Zhuowen Tu
2021-01-06 Super Hot
Learning to Segment Rigid Motions from Two Frames
Gengshan Yang, Deva Ramanan
2021-01-11 Super Hot
OrigamiSet1.0: Two New Datasets for Origami Classification and Difficulty Estimation
Daniel Ma, Gerald Friedland, Mario Michael Krell
2021-01-14 Hot
Counterfactual Generative Networks
Axel Sauer, Andreas Geiger
2021-01-15 Hot
Re-labeling ImageNet: from Single to Multi-Labels, from Global to Localized Labels
Sangdoo Yun, Seong Joon Oh, Byeongho Heo, Dongyoon Han, Junsuk Choe, Sanghyuk Chun
2021-01-13 Hot
VisualVoice: Audio-Visual Speech Separation with Cross-Modal Consistency
Ruohan Gao, Kristen Grauman
2021-01-08 Hot
Distribution-Free, Risk-Controlling Prediction Sets
Stephen Bates, Anastasios Angelopoulos, Lihua Lei, Jitendra Malik, Michael I. Jordan
2021-01-07 Hot
Weakly-Supervised Multi-Face 3D Reconstruction
Jialiang Zhang, Lixiang Lin, Jianke Zhu, Steven C. H. Hoi
2021-01-06 Hot
Practical Face Reconstruction via Differentiable Ray Tracing
Abdallah Dib, Gaurav Bharaj, Junghyun Ahn, Cédric Thébault, Philippe-Henri Gosselin, Marco Romeo, Louis Chevallier
2021-01-13 Hot
Supervised Transfer Learning at Scale for Medical Imaging
Basil Mustafa, Aaron Loh, Jan Freyberg, Patricia MacWilliams, Alan Karthikesalingam, Neil Houlsby, Vivek Natarajan
2021-01-14 Hot
Topological Deep Learning
Ephy R. Love, Benjamin Filippenko, Vasileios Maroulas, Gunnar Carlsson
2021-01-14 Hot
Mixup Without Hesitation
Hao Yu, Huanyu Wang, Jianxin Wu
2021-01-12 Hot
Self-Attention Based Context-Aware 3D Object Detection
Prarthana Bhattacharyya, Chengjie Huang, Krzysztof Czarnecki
2021-01-07 Hot
Evaluating the Robustness of Collaborative Agents
Paul Knott, Micah Carroll, Sam Devlin, Kamil Ciosek, Katja Hofmann, A. D. Dragan, Rohin Shah
2021-01-14 Hot
Investigating the Vision Transformer Model for Image Retrieval Tasks
Socratis Gkelios, Yiannis Boutalis, Savvas A. Chatzichristofis
2021-01-11 Hot
L2PF -- Learning to Prune Faster
Manoj-Rohit Vemparala, Nael Fasfous, Alexander Frickenstein, Mhd Ali Moraly, Aquib Jamal, Lukas Frickenstein, Christian Unger, Naveen-Shankar Nagaraja, Walter Stechele
2021-01-07 Hot
Good Students Play Big Lottery Better
Haoyu Ma, Tianlong Chen, Ting-Kuei Hu, Chenyu You, Xiaohui Xie, Zhangyang Wang
2021-01-08 Hot
Technology Readiness Levels for Machine Learning Systems
Alexander Lavin, Ciarán M. Gilligan-Lee, Alessya Visnjic, Siddha Ganju, Dava Newman, Sujoy Ganguly, Danny Lange, Atılım Güneş Baydin, Amit Sharma, Adam Gibson, Yarin Gal, Eric P. Xing, Chris Mattmann, James Parr
2021-01-11 Hot
PandaNet : Anchor-Based Single-Shot Multi-Person 3D Pose Estimation
Abdallah Benzine, Florian Chabot, Bertrand Luvison, Quoc Cong Pham, Cahterine Achrd
2021-01-07 Hot
Who's a Good Boy? Reinforcing Canine Behavior using Machine Learning in Real-Time
Jason Stock, Tom Cavey
2021-01-07 Hot
SEED: Self-supervised Distillation For Visual Representation
Zhiyuan Fang, Jianfeng Wang, Lijuan Wang, Lei Zhang, Yezhou Yang, Zicheng Liu
2021-01-12 Hot
FaceX-Zoo: A PyTorh Toolbox for Face Recognition
Jun Wang, Yinglu Liu, Yibo Hu, Hailin Shi, Tao Mei
2021-01-12 Hot
Fine-grained Semantic Constraint in Image Synthesis
Pengyang Li, Donghui Wang
2021-01-12 Hot
Curriculum-Meta Learning for Order-Robust Continual Relation Extraction
Tongtong Wu, Xuekai Li, Yuan-Fang Li, Reza Haffari, Guilin Qi, Yujin Zhu, Guoqiang Xu
2021-01-06 Hot

Fresh Papers

Cross-modal Learning for Domain Adaptation in 3D Semantic Segmentation
Maximilian Jaritz, Tuan-Hung Vu, Raoul de Charette, Émilie Wirbel, Patrick Pérez
2021-01-18
Alignment and stability of embeddings: measurement and inference improvement
Furkan Gürsoy, Mounir Haddad, Cécile Bothorel
2021-01-18
A Note on Rough Set Algebra and Core Regular Double Stone Algebras
Daniel J. Clouse
2021-01-18
Gauge Invariant Autoregressive Neural Networks for Quantum Lattice Models
Di Luo, Zhuo Chen, Kaiwen Hu, Zhizhen Zhao, Vera Mikyoung Hur, Bryan K. Clark
2021-01-18
Harnessing Uncertainty in Domain Adaptation for MRI Prostate Lesion Segmentation
Eleni Chiou, Francesco Giganti, Shonit Punwani, Iasonas Kokkinos, Eleftheria Panagiotaki
2021-01-18
Learning by Watching: Physical Imitation of Manipulation Skills from Human Videos
Haoyu Xiong, Quanzhou Li, Yun-Chun Chen, Homanga Bharadhwaj, Samarth Sinha, Animesh Garg
2021-01-18 Hot
Multimodal Variational Autoencoders for Semi-Supervised Learning: In Defense of Product-of-Experts
Svetlana Kutuzova, Oswin Krause, Douglas McCloskey, Mads Nielsen, Christian Igel
2021-01-18
Theoretical Knowledge Graph Reasoning via Ending Anchored Rules
Canlin Zhang, Yannis Katsis, Yoshiki Vazquez-Baeza, Andrew Bartko, Ho-Cheol Kim, Chun-Nan Hsu
2021-01-18
Reducing bias and increasing utility by federated generative modeling of medical images using a centralized adversary
Jean-Francois Rajotte, Sumit Mukherjee, Caleb Robinson, Anthony Ortiz, Christopher West, Juan Lavista Ferres, Raymond T Ng
2021-01-18
Evidential Sparsification of Multimodal Latent Spaces in Conditional Variational Autoencoders
Masha Itkina, Boris Ivanovic, Ransalu Senanayake, Mykel J. Kochenderfer, Marco Pavone
2021-01-18
Cell division in deep material networks applied to multiscale strain localization modeling
Zeliang Liu
2021-01-18
Leveraging AI to optimize website structure discovery during Penetration Testing
Diego Antonelli, Roberta Cascella, Gaetano Perrone, Simon Pietro Romano, Antonio Schiano
2021-01-18
Assisting Barrett's esophagus identification using endoscopic data augmentation based on Generative Adversarial Networks
Luis A. de Souza Jr., Leandro A. Passos, Robert Mendel, Alanna Ebigbo, Andreas Probst, Helmut Messmann, Christoph Palm, João P. Papa
2021-01-18
Robust Behavioral Cloning for Autonomous Vehicles using End-to-End Imitation Learning
Tanmay Vilas Samak, Chinmay Vilas Samak, Sivanathan Kandhasamy
2021-01-18
A New Approach for Automatic Segmentation and Evaluation of Pigmentation Lesion by using Active Contour Model and Speeded Up Robust Features
Sara Mardanisamani, Zahra Karimi, Akram Jamshidzadeh, Mehran Yazdi, Melika Farshad, Amirmehdi Farshad
2021-01-18
Characterizing Intersectional Group Fairness with Worst-Case Comparisons
Avijit Ghosh, Lea Genuit, Mary Reagan
2021-01-18
Quantification of Disaggregation Difficulty with Respect to the Number of Meters
Elnaz Azizi, Mohammad T H Beheshti, Sadegh Bolouki
2021-01-18
Incorporating Coincidental Water Data into Non-intrusive Load Monitoring
Mohammad-Mehdi Keramati, Elnaz Azizi, Hamidreza Momeni, Sadegh Bolouki
2021-01-18
Environmental Pollution Prediction of NOx by Process Analysis and Predictive Modelling in Natural Gas Turbine Power Plants
Alan Rezazadeh
2021-01-18
Consistent Risk Estimation in Moderately High-Dimensional Linear Regression
Ji Xu, Arian Maleki, Kamiar Rahnama Rad, Daniel Hsu
2021-01-18
Deep Reinforcement Learning with Embedded LQR Controllers
Wouter Caarls
2021-01-18
Understanding Recurrent Neural Networks Using Nonequilibrium Response Theory
Soon Hoe Lim
2021-01-18
HarDNet-MSEG: A Simple Encoder-Decoder Polyp Segmentation Neural Network that Achieves over 0.9 Mean Dice and 86 FPS
Chien-Hsiang Huang, Hung-Yu Wu, Youn-Long Lin
2021-01-18
Deep Sketch-guided Cartoon Video Inbetweening
Xiaoyu Li, Bo Zhang, Jing Liao, Pedro V. Sander
2021-01-18
Gradient flows and proximal splitting methods: a unified view on accelerated and stochastic optimization
Guilherme França, Daniel P. Robinson, René Vidal
2021-01-18
Noisy Linear Convergence of Stochastic Gradient Descent for [email protected] Statistical Learning under Polyak-Łojasiewicz Conditions
Dionysios S. Kalogerias
2021-01-18
Asynchronous Announcements
Philippe Balbiani, Hans van Ditmarsch, Saúl Fernández González
2021-01-18
Persistent Anti-Muslim Bias in Large Language Models
Abubakar Abid, Maheen Farooqi, James Zou
2021-01-18
A metric on directed graphs and Markov chains based on hitting probabilities
Zachary M. Boyd, Nicolas Fraiman, Jeremy L. Marzuola, Peter J. Mucha, Braxton Osting, Jonathan Weare
2021-01-18
Maximizing approximately k-submodular functions
Leqian Zheng, Hau Chan, Grigorios Loukides, Minming Li
2021-01-18

reinforcement learning

Simulating SQL Injection Vulnerability Exploitation Using Q-Learning Reinforcement Learning Agents
Laszlo Erdodi, Åvald Åslaugson Sommervoll, Fabio Massimo Zennaro
2021-01-08 Hot
Contrastive Behavioral Similarity Embeddings for Generalization in Reinforcement Learning
Rishabh Agarwal, Marlos C. Machado, Pablo Samuel Castro, Marc G. Bellemare
2021-01-13
Deep reinforcement learning for portfolio management based on the empirical study of chinese stock market
Gang Huang, Xiaohua Zhou, Qingyang Song
2021-01-10
Lyapunov-Based Reinforcement Learning State Estimator
Liang Hu, Chengwei Wu, Wei Pan
2021-01-07
Attention-Privileged Reinforcement Learning
Sasha Salter, Dushyant Rao, Markus Wulfmeier, Raia Hadsell, Ingmar Posner
2021-01-11
Provable Multi-Objective Reinforcement Learning with Generative Models
Dongruo Zhou, Jiahao Chen, Quanquan Gu
2021-01-11
Deep Reinforcement Learning with Embedded LQR Controllers
Wouter Caarls
2021-01-18
Queue-Learning: A Reinforcement Learning Approach for Providing Quality of Service
Majid Raeis, Ali Tizghadam, Alberto Leon-Garcia
2021-01-12
Learning and Fast Adaptation for Grid Emergency Control via Deep Meta Reinforcement Learning
Renke Huang, Yujiao Chen, Tianzhixi Yin, Qiuhua Huang, Jie Tan, Wenhao Yu, Xinya Li, Ang Li, Yan Du
2021-01-13
Model-Based Inverse Reinforcement Learning from Visual Demonstrations
Neha Das, Sarah Bechtle, Todor Davchev, Dinesh Jayaraman, Akshara Rai, Franziska Meier
2021-01-06
Affordance-based Reinforcement Learning for Urban Driving
Tanmay Agarwal, Hitesh Arora, Jeff Schneider
2021-01-15 Hot
Robust and Scalable Routing with Multi-Agent Deep Reinforcement Learning for MANETs
Saeed Kaviani, Bo Ryu, Ejaz Ahmed, Kevin A. Larson, Anh Le, Alex Yahja, Jae H. Kim
2021-01-09
Reliable Off-policy Evaluation for Reinforcement Learning
Jie Wang, Rui Gao, Hongyuan Zha
2021-01-15
Evolving Reinforcement Learning Algorithms
John D. Co-Reyes, Yingjie Miao, Daiyi Peng, Esteban Real, Sergey Levine, Quoc V. Le, Honglak Lee, Aleksandra Faust
2021-01-08 Hot
Hyperparameter Auto-tuning in Self-Supervised Robotic Learning
Jiancong Huang, Juan Rojas, Matthieu Zimmer, Hongmin Wu, Yisheng Guan, Paul Weng
2021-01-11
Quantum reinforcement learning in continuous action space
Shaojun Wu, Shan Jin, Dingding Wen, Xiaoting Wang
2021-01-13
Langevin Dynamics for Adaptive Inverse Reinforcement Learning of Stochastic Gradient Algorithms
Vikram Krishnamurthy, George Yin
2021-01-18
CoachNet: An Adversarial Sampling Approach for Reinforcement Learning
Elmira Amirloo Abolfathi, Jun Luo, Peyman Yadmellat, Kasra Rezaee
2021-01-07 Hot
Off-Policy Meta-Reinforcement Learning Based on Feature Embedding Spaces
Takahisa Imagawa, Takuya Hiraoka, Yoshimasa Tsuruoka
2021-01-06
MELD: Meta-Reinforcement Learning from Images via Latent State Models
Tony Z. Zhao, Anusha Nagabandi, Kate Rakelly, Chelsea Finn, Sergey Levine
2021-01-11
Nearly Minimax Optimal Reinforcement Learning for Linear Mixture Markov Decision Processes
Dongruo Zhou, Quanquan Gu, Csaba Szepesvari
2021-01-07
A Reinforcement Learning Based Encoder-Decoder Framework for Learning Stock Trading Rules
Mehran Taghian, Ahmad Asadi, Reza Safabakhsh
2021-01-08
Remote Electrical Tilt Optimization via Safe Reinforcement Learning
Filippo Vannella, Grigorios Iakovidis, Ezeddin Al Hakim, Erik Aumayr, Saman Feghhi
2021-01-15
Provably Efficient Reinforcement Learning with Linear Function Approximation Under Adaptivity Constraints
Tianhao Wang, Dongruo Zhou, Quanquan Gu
2021-01-06
Developing an OpenAI Gym-compatible framework and simulation environment for testing Deep Reinforcement Learning agents solving the Ambulance Location Problem
Michael Allen, Kerry Pearn, Tom Monks
2021-01-12
Developing an OpenAI Gym-compatible framework and simulation environment for testing Deep Reinforcement Learning agents solving the Ambulance Location Problem
Michael Allen, Kerry Pearn, Tom Monks
2021-01-13
Smoothed functional-based gradient algorithms for off-policy reinforcement learning
Nithia Vijayan, Prashanth L. A
2021-01-06
Applicability and Challenges of Deep Reinforcement Learning for Satellite Frequency Plan Design
Juan Jose Garau Luis, Edward Crawley, Bruce Cameron
2021-01-12
Independent Policy Gradient Methods for Competitive Reinforcement Learning
Constantinos Daskalakis, Dylan J. Foster, Noah Golowich
2021-01-11
Deep Reinforcement Learning with Function Properties in Mean Reversion Strategies
Sophia Gu
2021-01-12

language

Language Detection Engine for Multilingual Texting on Mobile Devices
Sourabh Vasant Gothe, Sourav Ghosh, Sharmila Mani, Guggilla Bhanodai, Ankur Agarwal, Chandramouli Sanchi
2021-01-07
Automated Source Code Generation and Auto-completion Using Deep Learning: Comparing and Discussing Current Language-Model-Related Approaches
Juan Cruz-Benito, Sanjay Vishwakarma, Francisco Martin-Fernandez, Ismael Faro
2021-01-12
New Approaches for Natural Language Understanding based on the Idea that Natural Language encodes both Information and its Processing Procedures
Limin Zhang
2021-01-12
Trankit: A Light-Weight Transformer-based Toolkit for Multilingual Natural Language Processing
Minh Nguyen, Viet Lai, Amir Pouran Ben Veyseh, Thien Huu Nguyen
2021-01-14
Trankit: A Light-Weight Transformer-based Toolkit for Multilingual Natural Language Processing
Minh Nguyen, Viet Lai, Amir Pouran Ben Veyseh, Thien Huu Nguyen
2021-01-09
Local Translation Services for Neglected Languages
David Noever, Josh Kalin, Matt Ciolino, Dom Hambrick, Gerry Dozier
2021-01-13
Self-Training Pre-Trained Language Models for Zero- and Few-Shot Multi-Dialectal Arabic Sequence Labeling
Muhammad Khalifa, Muhammad Abdul-Mageed, Khaled Shaalan
2021-01-15
Teach me how to Label: Labeling Functions from Natural Language with Text-to-text Transformers
Yannis Papanikolaou
2021-01-18
Interpretable Policy Specification and Synthesis through Natural Language and RL
Pradyumna Tambwekar, Andrew Silva, Nakul Gopalan, Matthew Gombolay
2021-01-18
Self-Training Pre-Trained Language Models for Zero- and Few-Shot Multi-Dialectal Arabic Sequence Labeling
Muhammad Khalifa, Muhammad Abdul-Mageed, Khaled Shaalan
2021-01-12
Context Matters: Self-Attention for Sign Language Recognition
Fares Ben Slimane, Mohamed Bouguessa
2021-01-12 Hot
Robust and Consistent Estimation of Word Embedding for Bangla Language by fine-tuning Word2Vec Model
Rifat Rahman
2021-01-12
Exploring wav2vec 2.0 on speaker verification and language identification
Zhiyun Fan, Meng Li, Shiyu Zhou, Bo Xu
2021-01-14
Reprogramming Language Models for Molecular Representation Learning
Ria Vinod, Pin-Yu Chen, Payel Das
2021-01-06
Predicting Decisions in Language Based Persuasion Games
Reut Apel, Ido Erev, Roi Reichart, Moshe Tennenholtz
2021-01-07
Structured Prediction as Translation between Augmented Natural Languages
Giovanni Paolini, Ben Athiwaratkun, Jason Krone, Jie Ma, Alessandro Achille, Rishita Anubhai, Cicero Nogueira dos Santos, Bing Xiang, Stefano Soatto
2021-01-14 Hot
Reasoning over Vision and Language: Exploring the Benefits of Supplemental Knowledge
Violetta Shevchenko, Damien Teney, Anthony Dick, Anton van den Hengel
2021-01-15 Hot
Experimental Evaluation of Deep Learning models for Marathi Text Classification
Atharva Kulkarni, Meet Mandhane, Manali Likhitkar, Gayatri Kshirsagar, Jayashree Jagdale, Raviraj Joshi
2021-01-13 Hot
Efficient Urdu Caption Generation using Attention based LSTMs
Inaam Ilahi, Hafiz Muhammad Abdullah Zia, Muhammad Ahtazaz Ahsan, Rauf Tabassam, Armaghan Ahmed
2021-01-06
Experimental Evaluation of Deep Learning models for Marathi Text Classification
Atharva Kulkarni, Meet Mandhane, Manali Likhitkar, Gayatri Kshirsagar, Jayashree Jagdale, Raviraj Joshi
2021-01-14
Transformer-based Language Model Fine-tuning Methods for COVID-19 Fake News Detection
Ben Chen, Bin Chen, Dehong Gao, Qijin Chen, Chengfu Huo, Xiaonan Meng, Weijun Ren, Yang Zhou
2021-01-14 Hot
Privacy Analysis in Language Models via Training Data Leakage Report
Huseyin A. Inan, Osman Ramadan, Lukas Wutschitz, Daniel Jones, Victor Rühle, James Withers, Robert Sim
2021-01-14 Hot
Misspelling Correction with Pre-trained Contextual Language Model
Yifei Hu, Xiaonan Jing, Youlim Ko, Julia Taylor Rayz
2021-01-08
Generate Natural Language Explanations for Recommendation
Hanxiong Chen, Xu Chen, Shaoyun Shi, Yongfeng Zhang
2021-01-09
CityFlow-NL: Tracking and Retrieval of Vehicles at City Scale by Natural Language Descriptions
Qi Feng, Vitaly Ablavsky, Stan Sclaroff
2021-01-14
CityFlow-NL: Tracking and Retrieval of Vehicles at City Scaleby Natural Language Descriptions
Qi Feng, Vitaly Ablavsky, Stan Sclaroff
2021-01-12 Hot
SG-Net: Syntax Guided Transformer for Language Representation
Zhuosheng Zhang, Yuwei Wu, Junru Zhou, Sufeng Duan, Hai Zhao, Rui Wang
2021-01-07
Neural Abstractive Text Summarizer for Telugu Language
Mohan Bharath B, Aravindh Gowtham B, Akhil M
2021-01-18
Hostility Detection in Hindi leveraging Pre-Trained Language Models
Ojasv Kamal, Adarsh Kumar, Tejas Vaidhya
2021-01-14 Hot
Transformer-based Language Model Fine-tuning Methods for COVID-19 Fake News Detection
Ben Chen, Bin Chen, Dehong Gao, Qijin Chen, Chengfu Huo, Xiaonan Meng, Weijun Ren, Yang Zhou
2021-01-18