Hot Tweets

@AndrewYNg
The new Machine Learning Specialization by @DeepLearningAI_ & @StanfordOnline is now available on @Coursera! You’… https://t.co/HcXI4U66VR
2022-06-15 Super Hot
@ylecun
My position/vision/proposal paper is finally available: "A Path Towards Autonomous Machine Intelligence" It is ava… https://t.co/p04w6HmUjB
2022-06-27 Super Hot
@ylecun
The great competition between Deep Learning frameworks enters a new phase. Now that Google's TensorFlow has lost to… https://t.co/REpnNXSxZb
2022-06-19 Super Hot
@ylecun
Pretty good world model and pretty good planning abilities. Not bad for 900 million neurons. https://t.co/9jvn807f0X
2022-06-23 Super Hot
@nntaleb
A Year Ago: "Bitcoin, Currency and Fragility" https://t.co/HWE66WFH6Z https://t.co/E1lCHnz2y1
2022-06-16 Super Hot
@ylecun
Worth repeating. https://t.co/xSfEp6lhTt
2022-06-18 Super Hot
@MetaAI
Generalized Additive Models (GAMs) are fully interpretable ML models, unlike DNNs, but it's hard to make them effic… https://t.co/LzxygR0J3S
2022-06-14 Super Hot
@ylecun
OPT-66B is available. Unrestricted, Open source. https://t.co/t6Xt2zdZO5
2022-06-23 Super Hot
@ylecun
Nice study. TL;DR: if you want a resolution independent, pre-trained, image recognition model that can be fine-tune… https://t.co/bYc1GE32Vp
2022-06-18 Hot
@ylecun
Yoshua Bengio, @geoffreyhinton, @demishassabis, and I will be sharing Spain's Princess of Asturias Award at the end… https://t.co/VxGkhgbVwN
2022-06-15 Hot
@ylecun
Scientist at startup= demos, product development, fighting for survival. Scientist in engineering division of large… https://t.co/1fovdzSY6q
2022-06-20 Hot
@ylecun
Hilarity ensues from the complete disconnection of large language models from the underlying reality of the Real Wo… https://t.co/Yhx9H78uhy
2022-06-17 Hot
@ylecun
An open-source, *trainable*, memory-efficient, and GPU-friendly PyTorch reproduction of AlphaFold 2. https://t.co/vt1zVXu1Gx
2022-06-22 Hot
@ylecun
Hilarious. https://t.co/ZXRXaoMN0v
2022-06-13 Hot
@ylecun
How fast is the US becoming a third-world religious plutocracy? https://t.co/wAwZ0l3pEz
2022-06-26 Hot
@ylecun
We've had the Chinese Room Argument. We've had the Chinese Matrix Product Argument. Now we have the Chinese Ion Cha… https://t.co/HIKm6UTksM
2022-06-22 Hot
@InputOutputHK
This week IOG research engineer @polinavinovino is presenting 'Babel Fees via Limited Liabilities' paper at the… https://t.co/OLPFrpgtsa
2022-06-20 Hot
@ylecun
To avoid excessive hype and naysaying about AI, one merely needs to listen to the right people. You know, like *ac… https://t.co/RHjSOtxyTs
2022-06-20 Hot
@AndrewYNg
@tiangolo Thank you @tiangolo!😀I've been a fan of your FastAPI work for years -- I frequently recommend it for quic… https://t.co/cVW7XfdyIi
2022-06-21 Hot
@ylecun
@kareem_carr Wait! Larry and Sergey dropped out of *PhD*. Ballmer dropped out of *MBA* (BA from Harvard). And Elon… https://t.co/Hh3yktlmEg
2022-06-17 Hot
@KirkDBorne
Tutorial on Sentiment Analysis using #DeepLearning: https://t.co/Q9uR8E5m9p ———— #BigData #TextAnalytics… https://t.co/1wx2Q55Evz
2022-06-18 Hot
@ylecun
Words of wisdom from @tdietterich https://t.co/tZVNs0rSMB
2022-06-13 Hot
@ylecun
@boredyannlecun OK man, you are hired to write my serious tweets. I'll just write the fun stuff.
2022-06-20 Hot
@KirkDBorne
100+ Free #DataScience eBooks (downloadable PDF) for Beginners and for Experts — via @TheInsaneApp —————… https://t.co/kssWZZSL50
2022-06-15 Hot
@ylecun
Nicely and concisely put. https://t.co/rr3ghu2Iu5
2022-06-23 Hot
@tomgtgraham
https://t.co/KnHxFY2dUG
2022-06-18 Hot
@KirkDBorne
👉FREE 1000-page #DeepLearning eBook PDF (updated 2022) at https://t.co/FOW0eGT58N ➕ interactive Multi-Framework Cod… https://t.co/UZezYica8y
2022-06-17 Hot
@KirkDBorne
🌟💯🚀Popular #MachineLearning Algorithms Explained With #Python Code: https://t.co/xc67ZU8pYt by @TheInsaneApp ————… https://t.co/Pt4sMbW08g
2022-06-25 Hot
@KirkDBorne
[*NEW BOOK*] 500+ pages! 🌟🌟 “The @Kaggle Book: Data analysis and #MachineLearning for competitive #DataScience” at… https://t.co/Hj5Znaltst
2022-06-27 Hot
@ylecun
Large Language Models can't plan. https://t.co/EY1Im0u077
2022-06-22 Hot
@skdh
Our new paper: https://t.co/lUe8HXTnSI
2022-06-22 Hot
@KirkDBorne
12 Best FREE #DataEngineering Courses Online in 2022 — compiled by @tut_ml ———— #AI #BigData #Analytics… https://t.co/FtUk61Uhpo
2022-06-16 Hot
@KirkDBorne
24 Best (and Free) Books To Understand #MachineLearning:  https://t.co/lJsWsbHaAi compiled by @kdnuggets ———… https://t.co/E48VTwkoYi
2022-06-26 Hot
@ylecun
Very honored to be receiving the Princess of Asturias Award for Scientific Research, along with my dear friends and… https://t.co/gAYBmG2jxt
2022-06-16 Hot
@KirkDBorne
#IoT #AnomalyDetection using #Python-based Deep Learning. ———— #IIoT #IoTPL #AI #BigData #MachineLearning… https://t.co/2NqjgvgWPC
2022-06-19 Hot
@esesci
tarihte faiz uygulandığına dair ilk yazılı kanıt 4400 yıl öncesine ait sümer kil tabletlerinde bulunmuş. o dönem me… https://t.co/2xYoaFgruU
2022-06-15 Hot
@KirkDBorne
👉FREE 1000-page #DeepLearning eBook PDF (updated 2022) at https://t.co/FOW0eGT58N ➕ interactive Multi-Framework Cod… https://t.co/qlN17vxBI3
2022-06-26 Hot
@ylecun
A paper of ours in Noema about some philosophical questions surrounding AI research and its recent progress. https://t.co/pK3GxJa4Ny
2022-06-17 Hot
@ylecun
Very nice article by @Melissahei at MIT Tech Review about an upcoming position paper of mine on a possible path tow… https://t.co/ojgrdnsP4I
2022-06-24 Hot
@ylecun
Same plan they have to reduce global warming: once in power, deny it even exists. https://t.co/0F8xbEgzR2
2022-06-20 Hot
@ylecun
A piece by Jake Browning and me (mostly by Jake) in the philosophy magazine Noema about AI and human intelligence,… https://t.co/OoefeOlMoS
2022-06-16
@NandoDF
Please make this available on every language! We have the ML tech to do it - happy to help. Worldwide access to edu… https://t.co/Xm8oxHUNOR
2022-06-16
@emollick
If we are living in a simulation; the key question is when would someone turn it off? Bad news, this paper conclud… https://t.co/w4hscYA8tR
2022-06-22
@KirkDBorne
Do #FraudDetection with #DeepLearning: https://t.co/yQaCzzLLJ3 ➕ See #FraudAnalytics book: https://t.co/XCy0uqwcTY… https://t.co/TZEEsdYbmJ
2022-06-21
@ylecun
The paper distills much of my thinking of the last 5 or 10 years about promising directions in AI. It is basically… https://t.co/2ggfICU6GX
2022-06-27
@KirkDBorne
12 Best FREE #DataEngineering Courses Online in 2022 — compiled by @tut_ml ———— #AI #BigData #Analytics… https://t.co/SBw1QmvMlL
2022-06-21
@ylecun
Most people don't talk publicly about their research plans. But I'm going beyond the spirit of Open Research by pub… https://t.co/cbI5DdjKrv
2022-06-27
@CT_Bergstrom
From @CorinnaCoupette, @drjilles, and @Pseudomanifold: not your typical network science paper.… https://t.co/2wQRokw4Hy
2022-06-17
@ylecun
Would be great if US banks used IBAN, too, in addition to contactless card payment and chip&pin. Europe has had chi… https://t.co/I3kn00CqAf
2022-06-19
@ottamm_190
Recent Advances in Bayesian Optimization 様々な最適化シナリオに適した獲得関数やガウス過程の使い方が紹介されている。モチベと関連するシナリオの違いもあって良かった。組合せベイズ最適化は初知り… https://t.co/sj5OOjd75y
2022-06-19
@ylecun
@kchonyc Pissed as hell.
2022-06-25
@KirkDBorne
*Online* eBook [open access; NO DOWNLOAD] — #MachineLearning from Scratch: https://t.co/xiIOcPl5LZ ————— #BigData… https://t.co/kyWYp1iYt9
2022-06-17
@KirkDBorne
14 Best Free Online #DataScience with #Python Courses — compiled by @tut_ml ————— #BigData #Analytics… https://t.co/9FNoj3mUjE
2022-06-13
@KirkDBorne
100+ Free #DataScience eBooks (downloadable PDF) for Beginners and for Experts — via @TheInsaneApp —————… https://t.co/2K5IhPKYTq
2022-06-21
@ylecun
Video of a fireside chat about the future of AI between the wonderful @Melissahei (MIT Tech Review) and me at Vivat… https://t.co/KkcNDr0G2w
2022-06-23
@ylecun
@zachy_jones It's a game of leapfrogging. And research trends precede industry trends. Torch (Lua based) came first… https://t.co/H6MQsGqaps
2022-06-19
@KirkDBorne
🌟New best-seller!🌟 “Distributed #MachineLearning with #Python: Accelerating model training and serving with distrib… https://t.co/a7tgc1joTJ
2022-06-27
@ylecun
Un petit portrait dans Les Échos d'aujurd'hui. https://t.co/HJZU1lDMZl
2022-06-16
@KirkDBorne
Download Free eBook from @databricks >> "The Big Book of #DataScience Use Cases" — A collection of technical blogs,… https://t.co/JFokn5gojg
2022-06-14
@ylecun
Mon discours d'acceptation à l'Académie des Sciences est disponible sur YouTube. C'est court: 6 minutes 30. https://t.co/0Tf5RBlHJl
2022-06-15
@JosephineCumbo
Here is the abstract for the first global analysis of the #USS April 2022 benefit cuts. It spells out in detail th… https://t.co/DzU3WBhfuC
2022-06-16
@SpirosMargaris
Good read #AI In #Metaverse https://t.co/c7Q3NneADO #fintech #ArtificialIntelligence #MachineLearning… https://t.co/yIFZaVM0MQ
2022-06-20
@ylecun
@GaryMarcus @ErnestSDavis @techreview Here. It's on OpenReview so you can comment/criticize. https://t.co/7ZgRtLIQWY
2022-06-27
@ylecun
You and me both @togelius https://t.co/IiAaVkEws0
2022-06-27
@Xavi_Bros
Sunspots are frequent on our sun. Are they usual on other stars? Yes! According to K.Bicz et al., using data from t… https://t.co/Fgyu7sFmUQ
2022-06-25
@emollick
You probably didn’t need research to know it, but the NFT world and Twitter are interrelated. In fact, this paper f… https://t.co/vJTEzS9vbG
2022-06-17
@SpirosMargaris
Early Results On #ArtificialIntelligence For #Business: So Far, So Good https://t.co/cHVVoREz0t #fintech #AI… https://t.co/rvM6uPuJ8I
2022-06-14
@officer_cia
Crypto pump and dump detection via Deep Learning techniques - Good Read! 🧐 - https://t.co/rjeczrlLUw Authors show… https://t.co/f4wP4Be5ub
2022-06-25
@KirkDBorne
[*NEW BOOK*] 500+ pages! 🌟🌟 “The @Kaggle Book: Data analysis and #MachineLearning for competitive #DataScience” at… https://t.co/EPVI0IS4wd
2022-06-21
@KirkDBorne
14 Best Free Online #DataScience with #Python Courses — compiled by @tut_ml ————— #BigData #Analytics… https://t.co/XT4RDmc20G
2022-06-21
@ylecun
Thank you @kkariko https://t.co/WQeQmuxyTA
2022-06-25
@KirkDBorne
A Survey of #MachineLearning and #DeepLearning Applications in #Mobile & Wireless Networking:… https://t.co/4RCokNDd1c
2022-06-23
@HannesStaerk
A bit late but our "3D Infomax improves GNNs for Molecular Property Prediction" was also accepted to @icmlconf🤗 Sec… https://t.co/WKfUaHiQRu
2022-06-19
@ylecun
A real pleasure to discuss the recent progress and future impact of AI with @ericschmidt. A dialog masterfully mode… https://t.co/nI7rLjCcvH
2022-06-17
@nvidia
A @UN program accelerates climate-disaster management with our technology and free Deep Learning Institute course f… https://t.co/ASVsdCI7ZC
2022-06-27
@ylecun
@francoisfleuret Profitable != Profit hungry. Profitable companies can afford to think long term and maximize posit… https://t.co/pxYs0VKw3p
2022-06-23
@ylecun
A map of the rate of deaths by firearm in the US. Correlated with gun availability and the prevalence of Christiani… https://t.co/9a9yZgHpQo
2022-06-24
@emollick
As opposed to Black Swans, Dragon Kings are observable parts of systems, but ones that we tend to ignore as outlier… https://t.co/x0C4DFKMrv
2022-06-23
@WorldKnownledge
Aujourd'hui, un astéroïde porte son nom. Hisako Koyama est morte en 1997 à l'âge de 81 ans. SOURCES :… https://t.co/oL0QcZCMUc
2022-06-25
@KirkDBorne
Hybrid #AI (based on #SymbolicAI) understands knowledge rather than simply learning patterns, enabling enterprises… https://t.co/LDKL0xqIVt
2022-06-18

Hot Papers

Emergent Abilities of Large Language Models
Jason Wei, Yi Tay, Rishi Bommasani, Colin Raffel, Barret Zoph, Sebastian Borgeaud, Dani Yogatama, Maarten Bosma, Denny Zhou, Donald Metzler, Ed H. Chi, Tatsunori Hashimoto, Oriol Vinyals, Percy Liang, Jeff Dean, William Fedus
2022-06-15 Super Hot
PlanarRecon: Real-time 3D Plane Detection and Reconstruction from Posed Monocular Videos
Yiming Xie, Matheus Gadelha, Fengting Yang, Xiaowei Zhou, Huaizu Jiang
2022-06-15 Super Hot
Realistic One-shot Mesh-based Head Avatars
Taras Khakhulin, Vanessa Sklyarova, Victor Lempitsky, Egor Zakharov
2022-06-16 Super Hot
ARF: Artistic Radiance Fields
Kai Zhang, Nick Kolkin, Sai Bi, Fujun Luan, Zexiang Xu, Eli Shechtman, Noah Snavely
2022-06-13 Super Hot
iBoot: Image-bootstrapped Self-Supervised Video Representation Learning
Fatemeh Saleh, Fuwen Tan, Adrian Bulat, Georgios Tzimiropoulos, Brais Martinez
2022-06-16 Super Hot
Bootstrapped Transformer for Offline Reinforcement Learning
Kerong Wang, Hanye Zhao, Xufang Luo, Kan Ren, Weinan Zhang, Dongsheng Li
2022-06-17 Hot
GoodBye WaveNet -- A Language Model for Raw Audio with Context of 1/2 Million Samples
Prateek Verma
2022-06-16 Hot
All the World's a (Hyper)Graph: A Data Drama
Corinna Coupette, Jilles Vreeken, Bastian Rieck
2022-06-16 Hot
MaskViT: Masked Visual Pre-Training for Video Prediction
Agrim Gupta, Stephen Tian, Yunzhi Zhang, Jiajun Wu, Roberto Martín-Martín, Li Fei-Fei
2022-06-23 Hot
MineDojo: Building Open-Ended Embodied Agents with Internet-Scale Knowledge
Linxi Fan, Guanzhi Wang, Yunfan Jiang, Ajay Mandlekar, Yuncong Yang, Haoyi Zhu, Andrew Tang, De-An Huang, Yuke Zhu, Anima Anandkumar
2022-06-17 Hot
A Closer Look at Smoothness in Domain Adversarial Training
Harsh Rangwani, Sumukh K Aithal, Mayank Mishra, Arihant Jain, R. Venkatesh Babu
2022-06-16 Hot
The ArtBench Dataset: Benchmarking Generative Models with Artworks
Peiyuan Liao, Xiuyu Li, Xihui Liu, Kurt Keutzer
2022-06-22 Hot
RigNeRF: Fully Controllable Neural 3D Portraits
ShahRukh Athar, Zexiang Xu, Kalyan Sunkavalli, Eli Shechtman, Zhixin Shu
2022-06-13 Hot
Efficient Decoder-free Object Detection with Transformers
Peixian Chen, Mengdan Zhang, Yunhang Shen, Kekai Sheng, Yuting Gao, Xing Sun, Ke Li, Chunhua Shen
2022-06-14 Hot
Virtual Correspondence: Humans as a Cue for Extreme-View Geometry
Wei-Chiu Ma, Anqi Joyce Yang, Shenlong Wang, Raquel Urtasun, Antonio Torralba
2022-06-16 Hot
Evolution through Large Models
Joel Lehman, Jonathan Gordon, Shawn Jain, Kamal Ndousse, Cathy Yeh, Kenneth O. Stanley
2022-06-17 Hot
Contrastive Learning as Goal-Conditioned Reinforcement Learning
Benjamin Eysenbach, Tianjun Zhang, Ruslan Salakhutdinov, Sergey Levine
2022-06-15 Hot
GODEL: Large-Scale Pre-Training for Goal-Directed Dialog
Baolin Peng, Michel Galley, Pengcheng He, Chris Brockett, Lars Liden, Elnaz Nouri, Zhou Yu, Bill Dolan, Jianfeng Gao
2022-06-22 Hot
Latent Diffusion Energy-Based Model for Interpretable Text Modeling
Peiyu Yu, Sirui Xie, Xiaojian Ma, Baoxiong Jia, Bo Pang, Ruigi Gao, Yixin Zhu, Song-Chun Zhu, Ying Nian Wu
2022-06-13 Hot
Masked Siamese ConvNets
Li Jing, Jiachen Zhu, Yann LeCun
2022-06-15 Hot
Peripheral Vision Transformer
Juhong Min, Yucheng Zhao, Chong Luo, Minsu Cho
2022-06-14 Hot
VoxGRAF: Fast 3D-Aware Image Synthesis with Sparse Voxel Grids
Katja Schwarz, Axel Sauer, Michael Niemeyer, Yiyi Liao, Andreas Geiger
2022-06-15 Hot
OmniMAE: Single Model Masked Pretraining on Images and Videos
Rohit Girdhar, Alaaeldin El-Nouby, Mannat Singh, Kalyan Vasudev Alwala, Armand Joulin, Ishan Misra
2022-06-16 Hot
LST: Ladder Side-Tuning for Parameter and Memory Efficient Transfer Learning
Yi-Lin Sung, Jaemin Cho, Mohit Bansal
2022-06-14 Hot
BlazePose GHUM Holistic: Real-time 3D Human Landmarks and Pose Estimation
Ivan Grishchenko, Valentin Bazarevsky, Andrei Zanfir, Eduard Gabriel Bazavan, Mihai Zanfir, Richard Yee, Karthik Raveendran, Matsvei Zhdanovich, Matthias Grundmann, Cristian Sminchisescu
2022-06-23 Hot
MoDi: Unconditional Motion Synthesis from Diverse Data
Sigal Raab, Inbal Leibovitch, Peizhuo Li, Kfir Aberman, Olga Sorkine-Hornung, Daniel Cohen-Or
2022-06-16 Hot
Learning 3D Object Shape and Layout without 3D Supervision
Georgia Gkioxari, Nikhila Ravi, Justin Johnson
2022-06-14 Hot
EventNeRF: Neural Radiance Fields from a Single Colour Event Camera
Viktor Rudnev, Mohamed Elgharib, Christian Theobalt, Vladislav Golyanik
2022-06-23 Hot
The Fallacy of AI Functionality
Inioluwa Deborah Raji, I. Elizabeth Kumar, Aaron Horowitz, Andrew D. Selbst
2022-06-20 Hot
What Makes Forest-Based Heterogeneous Treatment Effect Estimators Work?
Susanne Dandl, Torsten Hothorn, Heidi Seibold, Erik Sverdrup, Stefan Wager, Achim Zeileis
2022-06-21 Hot

Fresh Papers

ZSON: Zero-Shot Object-Goal Navigation using Multimodal Goal Embeddings
Arjun Majumdar, Gunjan Aggarwal, Bhavika Devnani, Judy Hoffman, Dhruv Batra
2022-06-24
Predicting the Stability of Hierarchical Triple Systems with Convolutional Neural Networks
Florian Lalande, Alessandro Alberto Trani
2022-06-24
Debiasing Learning for Membership Inference Attacks Against Recommender Systems
Zihan Wang, Na Huang, Fei Sun, Pengjie Ren, Zhumin Chen, Hengliang Luo, Maarten de Rijke, Zhaochun Ren
2022-06-24
Primal-dual extrapolation methods for monotone inclusions under local Lipschitz continuity with applications to variational inequality, conic constrained saddle point, and convex conic optimization problems
Zhaosong Lu, Sanyou Mei
2022-06-24
Text-Driven Stylization of Video Objects
Sebastian Loeschcke, Serge Belongie, Sagie Benaim
2022-06-24 Hot
Accelerated first-order methods for convex optimization with locally Lipschitz continuous gradient
Zhaosong Lu, Sanyou Mei
2022-06-24
Data Leakage in Federated Averaging
Dimitar I. Dimitrov, Mislav Balunović, Nikola Konstantinov, Martin Vechev
2022-06-24
Towards Representative Subset Selection for Self-Supervised Speech Recognition
Abdul Hameed Azeemi, Ihsan Ayyub Qazi, Agha Ali Raza
2022-06-24
A Test for Evaluating Performance in Human-Computer Systems
Andres Campero, Michelle Vaccaro, Jaeyoon Song, Haoran Wen, Abdullah Almaatouq, Thomas W. Malone
2022-06-24
QAGAN: Adversarial Approach To Learning Domain Invariant Language Features
Shubham Shrivastava, Kaiyue Wang
2022-06-24 Hot
Defending Backdoor Attacks on Vision Transformer via Patch Processing
Khoa D. Doan, Yingjie Lao, Peng Yang, Ping Li
2022-06-24
A Survey on Sentence Embedding Models Performance for Patent Analysis
Hamid Bekamiri, Daniel S. Hain, Roman Jurowetzki
2022-06-24
QReg: On Regularization Effects of Quantization
MohammadHossein AskariHemmat, Reyhane Askari Hemmat, Alex Hoffman, Ivan Lazarevich, Ehsan Saboori, Olivier Mastropietro, Yvon Savaria, Jean-Pierre David
2022-06-24
A Unified Statistical Learning Model for Rankings and Scores with Application to Grant Panel Review
Michael Pearce, Elena A. Erosheva
2022-06-24
Exploring Intra- and Inter-Video Relation for Surgical Semantic Scene Segmentation
Yueming Jin, Yang Yu, Cheng Chen, Zixu Zhao, Pheng-Ann Heng, Danail Stoyanov
2022-06-24
Spelunking the Deep: Guaranteed Queries on General Neural Implicit Surfaces via Range Analysis
Nicholas Sharp, Alec Jacobson
2022-06-24
Online Distillation with Mixed Sample Augmentation
Yiqing Shen, Liwu Xu, Yuzhe Yang, Yaqian Li, Yandong Guo
2022-06-24
RankSim: Ranking Similarity Regularization for Deep Imbalanced Regression
Yu Gong, Greg Mori, Frederick Tung
2022-06-24
Using BERT Embeddings to Model Word Importance in Conversational Transcripts for Deaf and Hard of Hearing Users
Akhter Al Amin, Saad Hassan, Cecilia O. Alm, Matt Huenerfauth
2022-06-24
On Certifying and Improving Generalization to Unseen Domains
Akshay Mehra, Bhavya Kailkhura, Pin-Yu Chen, Jihun Hamm
2022-06-24
From Tensor Network Quantum States to Tensorial Recurrent Neural Networks
Dian Wu, Riccardo Rossi, Filippo Vicentini, Giuseppe Carleo
2022-06-24 Hot
ABO: Dataset and Benchmarks for Real-World 3D Object Understanding
Jasmine Collins, Shubham Goel, Kenan Deng, Achleshwar Luthra, Leon Xu, Erhan Gundogdu, Xi Zhang, Tomas F. Yago Vicente, Thomas Dideriksen, Himanshu Arora, Matthieu Guillaumin, Jitendra Malik
2022-06-24
Formalizing the Problem of Side Effect Regularization
Alexander Matt Turner, Aseem Saxena, Prasad Tadepalli
2022-06-24
Unsupervised domain adaptation for clinician pose estimation and instance segmentationin the operating room
Vinkle Srivastav, Afshin Gangi, Nicolas Padoy
2022-06-24
Out of distribution robustness with pre-trained Bayesian neural networks
Xi Wang, Laurence Aitchison
2022-06-24
HM3D-ABO: A Photo-realistic Dataset for Object-centric Multi-view 3D Reconstruction
Zhenpei Yang, Zaiwei Zhang, Qixing Huang
2022-06-24 Hot
Quantifying Inherent Randomness in Machine Learning Algorithms
Soham Raste, Rahul Singh, Joel Vaughan, Vijayan N. Nair
2022-06-24
Megapixel Image Generation with Step-Unrolled Denoising Autoencoders
Alex F. McKinney, Chris G. Willcocks
2022-06-24 Hot
Toward Clinically Assisted Colorectal Polyp Recognition via Structured Cross-modal Representation Consistency
Weijie Ma, Ye Zhu, Ruimao Zhang, Jie Yang, Yiwen Hu, Zhen Li, Li Xiang
2022-06-24
Leverage Score Sampling for Tensor Product Matrices in Input Sparsity Time
David P. Woodruff, Amir Zandieh
2022-06-24

reinforcement learning

Deep Reinforcement Learning, a textbook
Aske Plaat
2022-06-15
Barrier Certified Safety Learning Control: When Sum-of-Square Programming Meets Reinforcement Learning
Hejun Huang, Zhenglong Li, Dongkun Han
2022-06-16
Robust Reinforcement Learning with Distributional Risk-averse formulation
Pierre Clavier, Stéphanie Allassonière, Erwan Le Pennec
2022-06-14
Robust Task Representations for Offline Meta-Reinforcement Learning via Contrastive Learning
Haoqi Yuan, Zongqing Lu
2022-06-21
Logic-based Reward Shaping for Multi-Agent Reinforcement Learning
Ingy ElSayed-Aly, Lu Feng
2022-06-17
Learning Optimal Treatment Strategies for Sepsis Using Offline Reinforcement Learning in Continuous Space
Zeyu Wang, Huiying Zhao, Peng Ren, Yuxi Zhou, Ming Sheng
2022-06-22
Variational Meta Reinforcement Learning for Social Robotics
Anand Ballou, Xavier Alameda-Pineda, Chris Reinke
2022-06-23
Benchmarking Constraint Inference in Inverse Reinforcement Learning
Guiliang Liu, Yudong Luo, Ashish Gaurav, Kasra Rezaee, Pascal Poupart
2022-06-20
From Multi-agent to Multi-robot: A Scalable Training and Evaluation Platform for Multi-robot Reinforcement Learning
Zhiuxan Liang, Jiannong Cao, Shan Jiang, Divya Saxena, Jinlin Chen, Huafeng Xu
2022-06-20
PAC: Assisted Value Factorisation with Counterfactual Predictions in Multi-Agent Reinforcement Learning
Hanhan Zhou, Tian Lan, Vaneet Aggarwal
2022-06-23
Search-Based Testing Approach for Deep Reinforcement Learning Agents
Amirhossein Zolfagharian, Manel Abdellatif, Lionel Briand, Mojtaba Bagherzadeh, Ramesh S
2022-06-15
Robust Deep Reinforcement Learning through Bootstrapped Opportunistic Curriculum
Junlin Wu, Yevgeniy Vorobeychik
2022-06-21
Deep Reinforcement Learning with Weighted Q-Learning
Andrea Cini, Carlo D'Eramo, Jan Peters, Cesare Alippi
2022-06-13
Beyond No Regret: Instance-Dependent PAC Reinforcement Learning
Andrew Wagenmaker, Max Simchowitz, Kevin Jamieson
2022-06-22
Provable Benefit of Multitask Representation Learning in Reinforcement Learning
Yuan Cheng, Songtao Feng, Jing Yang, Hong Zhang, Yingbin Liang
2022-06-13
Contrastive Learning as Goal-Conditioned Reinforcement Learning
Benjamin Eysenbach, Tianjun Zhang, Ruslan Salakhutdinov, Sergey Levine
2022-06-15 Hot
Federated Reinforcement Learning: Linear Speedup Under Markovian Sampling
Sajad Khodadadian, Pranay Sharma, Gauri Joshi, Siva Theja Maguluri
2022-06-21
Reinforcement Learning from Partial Observation: Linear Function Approximation with Provable Sample Efficiency
Qi Cai, Zhuoran Yang, Zhaoran Wang
2022-06-13
Multi Type Mean Field Reinforcement Learning
Sriram Ganapathi Subramanian, Pascal Poupart, Matthew E. Taylor, Nidhi Hegde
2022-06-21
On the (In)Tractability of Reinforcement Learning for LTL Objectives
Cambridge Yang, Michael Littman, Michael Carbin
2022-06-13
Deep Reinforcement Learning for Turbulence Modeling in Large Eddy Simulations
Marius Kurz, Philipp Offenhäuser, Andrea Beck
2022-06-21
Bootstrapped Transformer for Offline Reinforcement Learning
Kerong Wang, Hanye Zhao, Xufang Luo, Kan Ren, Weinan Zhang, Dongsheng Li
2022-06-17 Hot
Penalized Proximal Policy Optimization for Safe Reinforcement Learning
Linrui Zhang, Li Shen, Long Yang, Shixiang Chen, Bo Yuan, Xueqian Wang, Dacheng Tao
2022-06-17
Constrained Variational Policy Optimization for Safe Reinforcement Learning
Zuxin Liu, Zhepeng Cen, Vladislav Isenbaev, Wei Liu, Zhiwei Steven Wu, Bo Li, Ding Zhao
2022-06-15
Constrained Variational Policy Optimization for Safe Reinforcement Learning
Zuxin Liu, Zhepeng Cen, Vladislav Isenbaev, Wei Liu, Zhiwei Steven Wu, Bo Li, Ding Zhao
2022-06-17
Regularizing a Model-based Policy Stationary Distribution to Stabilize Offline Reinforcement Learning
Shentao Yang, Yihao Feng, Shujian Zhang, Mingyuan Zhou
2022-06-14
On the Role of Discount Factor in Offline Reinforcement Learning
Hao Hu, Yiqin Yang, Qianchuan Zhao, Chongjie Zhang
2022-06-15
Learning to act: a Reinforcement Learning approach to recommend the best next activities
Stefano Branchi, Chiara Di Francescomarino, Chiara Ghidini, David Massimo, Francesco Ricci, Massimiliano Ronzani
2022-06-15
Distributional Hamilton-Jacobi-Bellman Equations for Continuous-Time Reinforcement Learning
Harley Wiltzer, David Meger, Marc G. Bellemare
2022-06-17
Pessimism meets VCG: Learning Dynamic Mechanism Design via Offline Reinforcement Learning
Boxiang Lyu, Zhaoran Wang, Mladen Kolar, Zhuoran Yang
2022-06-21

language

Large Language Models are not Models of Natural Language: they are Corpus Models
Csaba Veres
2022-06-15
Human Heuristics for AI-Generated Language Are Flawed
Maurice Jakesch, Jeffrey Hancock, Mor Naaman
2022-06-15
CoLLIE: Continual Learning of Language Grounding from Language-Image Embeddings
Gabriel Skantze, Bram Willemsen
2022-06-13
CALVIN: A Benchmark for Language-Conditioned Policy Learning for Long-horizon Robot Manipulation Tasks
Oier Mees, Lukas Hermann, Erick Rosete-Beas, Wolfram Burgard
2022-06-23
AST-Probe: Recovering abstract syntax trees from hidden representations of pre-trained language models
José Antonio Hernández López, Martin Weyssow, Jesús Sánchez Cuadrado, Houari Sahraoui
2022-06-23 Hot
LIFT: Language-Interfaced Fine-Tuning for Non-Language Machine Learning Tasks
Tuan Dinh, Yuchen Zeng, Ruisu Zhang, Ziqian Lin, Shashank Rajput, Michael Gira, Jy-yong Sohn, Dimitris Papailiopoulos, Kangwook Lee
2022-06-14 Hot
LIFT: Language-Interfaced Fine-Tuning for Non-Language Machine Learning Tasks
Tuan Dinh, Yuchen Zeng, Ruisu Zhang, Ziqian Lin, Michael Gira, Shashank Rajput, Jy-yong Sohn, Dimitris Papailiopoulos, Kangwook Lee
2022-06-15
CUGE: A Chinese Language Understanding and Generation Evaluation Benchmark
Yuan Yao, Qingxiu Dong, Jian Guan, Boxi Cao, Zhengyan Zhang, Chaojun Xiao, Xiaozhi Wang, Fanchao Qi, Junwei Bao, Jinran Nie, Zheni Zeng, Yuxian Gu, Kun Zhou, Xuancheng Huang, Wenhao Li, Shuhuai Ren, Jinliang Lu, Chengqiang Xu, Huadong Wang, Guoyang Zeng, Zile Zhou, Jiajun Zhang, Juanzi Li, Minlie Huang, Rui Yan, Xiaodong He, Xiaojun Wan, Xin Zhao, Xu Sun, Yang Liu, Zhiyuan Liu, Xianpei Han, Erhong Yang, Zhifang Sui, Maosong Sun
2022-06-14
BenchCLAMP: A Benchmark for Evaluating Language Models on Semantic Parsing
Subhro Roy, Sam Thomson, Tongfei Chen, Richard Shin, Adam Pauls, Jason Eisner, Benjamin Van Durme
2022-06-21 Hot
Keypoint based Sign Language Translation without Glosses
Youngmin Kim, Minji Kwak, Dain Lee, Yeongeun Kim, Hyeongboo Baek
2022-06-14
VLMbench: A Compositional Benchmark for Vision-and-Language Manipulation
Kaizhi Zheng, Xiaotong Chen, Odest Chadwicke Jenkins, Xin Eric Wang
2022-06-17
Looking Outside the Box to Ground Language in 3D Scenes
Ayush Jain, Nikolaos Gkanatsios, Ishita Mediratta, Katerina Fragkiadaki
2022-06-13
Similarity of Sentence Representations in Multilingual LMs: Resolving Conflicting Literature and Case Study of Baltic Languages
Maksym Del, Mark Fishel
2022-06-21
Modulating Bottom-Up and Top-Down Visual Processing via Language-Conditional Filters
İlker Kesen, Ozan Arkan Can, Erkut Erdem, Aykut Erdem, Deniz Yuret
2022-06-23
Language Models are General-Purpose Interfaces
Yaru Hao, Haoyu Song, Li Dong, Shaohan Huang, Zewen Chi, Wenhui Wang, Shuming Ma, Furu Wei
2022-06-13 Hot
MetaTPTrans: A Meta Learning Approach for Multilingual Code Representation Learning
Weiguo Pian, Hanyu Peng, Xunzhu Tang, Tiezhu Sun, Haoye Tian, Andrew Habib, Jacques Klein, Tegawendé F. Bissyandé
2022-06-13
Vakyansh: ASR Toolkit for Low Resource Indic languages
Harveen Singh Chadha, Anirudh Gupta, Priyanshi Shah, Neeraj Chhimwal, Ankur Dhuriya, Rishabh Gaur, Vivek Raghavan
2022-06-15
BERTuit: Understanding Spanish language in Twitter through a native transformer
Javier Huertas-Tato, Alejandro Martin, David Camacho
2022-06-13
Code Switched and Code Mixed Speech Recognition for Indic languages
Harveen Singh Chadha, Priyanshi Shah, Ankur Dhuriya, Neeraj Chhimwal, Anirudh Gupta, Vivek Raghavan
2022-06-13
Improving Speech Recognition for Indic Languages using Language Model
Ankur Dhuriya, Harveen Singh Chadha, Anirudh Gupta, Priyanshi Shah, Neeraj Chhimwal, Rishabh Gaur, Vivek Raghavan
2022-06-15
Improving Speech Recognition for Indic Languages using Language Model
Ankur Dhuriya, Harveen Singh Chadha, Anirudh Gupta, Priyanshi Shah, Neeraj Chhimwal, Rishabh Gaur, Vivek Raghavan
2022-06-13
LAVENDER: Unifying Video-Language Understanding as Masked Language Modeling
Linjie Li, Zhe Gan, Kevin Lin, Chung-Ching Lin, Zicheng Liu, Ce Liu, Lijuan Wang
2022-06-14
Is Word Error Rate a good evaluation metric for Speech Recognition in Indic Languages?
Priyanshi Shah, Harveen Singh Chadha, Anirudh Gupta, Ankur Dhuriya, Neeraj Chhimwal, Rishabh Gaur, Vivek Raghavan
2022-06-13
Prefix Language Models are Unified Modal Learners
Shizhe Diao, Wangchunshu Zhou, Xinsong Zhang, Jiawei Wang
2022-06-15 Hot
Large Language Models Still Can't Plan (A Benchmark for LLMs on Planning and Reasoning about Change)
Karthik Valmeekam, Alberto Olmo, Sarath Sreedharan, Subbarao Kambhampati
2022-06-21 Hot
Reducing language context confusion for end-to-end code-switching automatic speech recognition
Shuai Zhang, Jiangyan Yi, Zhengkun Tian, Jianhua Tao, Yu Ting Yeung, Liqun Deng
2022-06-13
DIRECTOR: Generator-Classifiers For Supervised Language Modeling
Kushal Arora, Kurt Shuster, Sainbayar Sukhbaatar, Jason Weston
2022-06-15
Is Word Error Rate a good evaluation metric for Speech Recognition in Indic Languages?
Priyanshi Shah, Harveen Singh Chadha, Anirudh Gupta, Ankur Dhuriya, Neeraj Chhimwal, Rishabh Gaur, Vivek Raghavan
2022-06-15
MASSIVE: A 1M-Example Multilingual Natural Language Understanding Dataset with 51 Typologically-Diverse Languages
Jack FitzGerald, Christopher Hench, Charith Peris, Scott Mackie, Kay Rottmann, Ana Sanchez, Aaron Nash, Liam Urbach, Vishesh Kakarala, Richa Singh, Swetha Ranganath, Laurie Crist, Misha Britan, Wouter Leeuwis, Gokhan Tur, Prem Natarajan
2022-06-17
Building an Endangered Language Resource in the Classroom: Universal Dependencies for Kakataibo
Roberto Zariquiey, Claudia Alvarado, Ximena Echevarria, Luisa Gomez, Rosa Gonzales, Mariana Illescas, Sabina Oporto, Frederic Blum, Arturo Oncevay, Javier Vera
2022-06-21