-
Induction and Exploitation of Subgoal Automata for Reinforcement Learning
Daniel Furelos-Blanco, Mark Law, Krysia Broda, Alessandra Russo, Anders Jonsson , arXiv preprint , 2020PythonFree
-
CDE-GAN: Cooperative Dual Evolution Based Generative Adversarial Network
Zehong Cao, Weiping Ding, Beihao Xia, Wenjie Wang, Shiming Chen, Xinge You , arXiv preprint , 2020UnspecifiedFree
-
MS-TCN++: Multi-Stage Temporal Convolutional Network for Action Segmentation
Yazan Abu Farha, Shijie Li, Ming-Ming Cheng, Juergen Gall, Yun Liu , arXiv preprint , 2020PythonFree
-
Higher-order Quasi-Monte Carlo Training of Deep Neural Networks
S. Mishra, T. K. Rusch, M. Longo, Ch. Schwab , arXiv preprint , 2020PythonFree
-
FANG: Leveraging Social Context for Fake News Detection Using Graph Representation
Van-Hoang Nguyen, Kazunari Sugiyama, Min-Yen Kan, Preslav Nakov , arXiv preprint , 2020PythonFree
-
S3NAS: Fast NPU-aware Neural Architecture Search Methodology
Soonhoi Ha, Duseok Kang, Jaeseong Lee , arXiv preprint , 2020PythonFree
-
The Little W-Net That Could: State-of-the-Art Retinal Vessel Segmentation with Minimalistic Models
Hadi Chakor, André Anjos, Adrian Galdran, Hervé Lombaert, Ismail Ben Ayed, José Dolz , arXiv preprint , 2020PythonFree
-
Unsupervised Learning of Visual Features by Contrasting Cluster Assignments
Julien Mairal, Ishan Misra, Armand Joulin, Piotr Bojanowski, Priya Goyal, Mathilde Caron , arXiv preprint , 2020MultipleFree
-
Learning to summarize from human feedback
Nisan Stiennon, Alec Radford, Jeff Wu, Ryan Lowe, Chelsea Voss, Long Ouyang, Dario Amodei, Daniel M. Ziegler, Paul Christiano , arXiv preprint , 2020PythonFree
-
The Corrective Commit Probability Code Quality Metric
Idan Amit, Dror G. Feitelson , arXiv preprint , 2020MultipleFree
-
Training BatchNorm and Only BatchNorm: On the Expressive Power of Random Features in CNNs
Ari S. Morcos, David J. Schwab, Jonathan Frankle , arXiv preprint , 2020MultipleFree
-
Stochastic subgradient method converges on tame functions
Jason D. Lee, Sham Kakade, Damek Davis, Dmitriy Drusvyatskiy , arXiv preprint , 2018CoqFree
-
Metrics for Exposing the Biases of Content-Style Disentanglement
Alison O'Neil, Xiao Liu, Agisilaos Chartsias, Sotirios A. Tsaftaris, Spyridon Thermos, Gabriele Valvano , arXiv preprint , 2020PythonFree
-
A Benchmark for Studying Diabetic Retinopathy: Segmentation, Grading, and Transferability
Yi Zhou, Boyang Wang, Lei Huang, Ling Shao, Shanshan Cui , arXiv preprint , 2020MultipleFree
-
HyperBench: A Benchmark and Tool for Hypergraphs and Empirical Findings
Davide Mario Longo, Georg Gottlob, Reinhard Pichler, Wolfgang Fischl , arXiv preprint , 2020C++Free
-
Exemplar Fine-Tuning for 3D Human Model Fitting Towards In-the-Wild 3D Human Pose Estimation
Hanbyul Joo, Andrea Vedaldi, Natalia Neverova , arXiv preprint , 2020PythonFree
-
A Review of Single-Source Deep Unsupervised Visual Domain Adaptation
Joseph E. Gonzalez, Sanjit A. Seshia, Xiangyu Yue, Ravi Krishna, Alberto L. Sangiovanni-Vincentelli, Bichen Wu, Han Zhao, Bo Li, Shanghang Zhang, Sicheng Zhao, Kurt Keutzer , arXiv preprint , 2020PythonFree
-
An Unsupervised Generative Neural Approach for InSAR Phase Filtering and Coherence Estimation
Xinyao Sun, Subhayan Mukherjee, Irene Cheng, Aaron Zimmer, Parwant Ghuman , arXiv preprint , 2020PythonFree
-
Unsupervised Domain Adaptation with Progressive Adaptation of Subspaces
Songcan Chen, Weikai Li , arXiv preprint , 2020MATLABFree
-
GIF: Generative Interpretable Faces
Michael Black, Pravir Singh Gupta, Roy Uziel, Anurag Ranjan, Partha Ghosh, Timo Bolkart , arXiv preprint , 2020UnspecifiedFree
-
Multi-Attention Based Ultra Lightweight Image Super-Resolution
Abdul Muqeet, Jiwon Hwang, Yongwoo Kim, Sung-Ho Bae, Jung Heum Kang, Subin Yang , arXiv preprint , 2020UnspecifiedFree
-
LaDDer: Latent Data Distribution Modelling with a Generative Prior
Shuyu Lin, Ronald Clark , arXiv preprint , 2020PythonFree
-
A Primer on Motion Capture with Deep Learning: Principles, Pitfalls and Perspectives
Jessy Lauer, Mackenzie W. Mathis, Alexander Mathis, Steffen Schneider , arXiv preprint , 2020Jupyter NotebookFree
-
AI solutions for drafting in Magic: the Gathering
Arseny S. Khakhalin, Bobby Mills, Henry N. Ward, Dan Troha, Daniel J. Brooks , arXiv preprint , 2020Jupyter NotebookFree
-
FAT ALBERT: Finding Answers in Large Texts using Semantic Similarity Attention Layer based on BERT
Hari Karthikeyan, Amgad Ahmed, Zayed Ahmed, Omar Mossad, Anandharaju Raju , arXiv preprint , 2020PythonFree
-
Sequential Quantiles via Hermite Series Density Estimation
Iain Macdonald, Michael Stephanou, Melvin Varughese , arXiv preprint , 2015RFree
-
MotioNet: 3D Human Motion Reconstruction from Monocular Video with Skeleton Consistency
Daniel Cohen-Or, Baoquan Chen, Andreas Aristidou, Dani Lischinski, Taku Komura, Kfir Aberman, Mingyi Shi , arXiv preprint , 2020PythonFree
-
Sub-Instruction Aware Vision-and-Language Navigation
Yicong Hong, Stephen Gould, Qi Wu, Cristian Rodriguez-Opazo , arXiv preprint , 2020PythonFree
-
A Dataset and Baselines for Visual Question Answering on Art
Chenhui Chu, Yuta Nakashima, Zihua Liu, Noa Garcia, Qingtao Hu, Teruko Mitamura, Chentao Ye, Mayu Otani , arXiv preprint , 2020PythonFree
-
Multilingual Denoising Pre-training for Neural Machine Translation
Marjan Ghazvininejad, Jiatao Gu, Xian Li, Yinhan Liu, Sergey Edunov, Luke Zettlemoyer, Naman Goyal, Mike Lewis , arXiv preprint , 2020PythonFree
-
Pontogammarus Maeoticus Swarm Optimization: A Metaheuristic Optimization Algorithm
Saeed Sharifian, Benyamin Ghojogh , arXiv preprint , 2018MATLABFree
-
Robust pricing and hedging via neural SDEs
Marc Sabate-Vidales, Lukasz Szpruch, Žan Žurič, David Šiška, Patryk Gierjatowicz , arXiv preprint , 2020MultipleFree
-
Exact and Approximation Algorithms for Sparse PCA
Weijun Xie, Yongchun Li , arXiv preprint , 2020PythonFree
-
BLOB : A Probabilistic Model for Recommendation that Combines Organic and Bandit Signals
Stephen Bonner, Otmane Sakhi, David Rohde, Flavian Vasile , arXiv preprint , 2020PythonFree
-
Self-Organizing Map assisted Deep Autoencoding Gaussian Mixture Model for Intrusion Detection
Naoto Yanai, Yang Chen, Nami Ashizawa, Chai Kiat Yeo, Seanglidet Yean , arXiv preprint , 2020PythonFree
-
A Scene-Agnostic Framework with Adversarial Training for Abnormal Event Detection in Video
Mariana-Iuliana Georgescu, Marius Popescu, Mubarak Shah, Fahad Shahbaz Khan, Radu Tudor Ionescu , arXiv preprint , 2020UnspecifiedFree
-
Certainty Equivalent Perception-Based Control
Sarah Dean, Benjamin Recht , arXiv preprint , 2020Jupyter NotebookFree
-
Coordinated Exploration via Intrinsic Rewards for Multi-Agent Reinforcement Learning
Fei Sha, Shariq Iqbal , arXiv preprint , 2019PythonFree
-
Region Proposals for Saliency Map Refinement for Weakly-supervised Disease Localisation and Classification
Gustavo Carneiro, Renato Hermoza, Gabriel Maicas, Jacinto C. Nascimento , arXiv preprint , 2020Jupyter NotebookFree
-
Joint RNN Model for Argument Component Boundary Detection
Minglan Li, Hui Wen, Hao Wang, Yang Gao, Yang Du, Haijing Liu , arXiv preprint , 2017PythonFree
-
Big Self-Supervised Models are Strong Semi-Supervised Learners
Ting Chen, Kevin Swersky, Geoffrey Hinton, Mohammad Norouzi, Simon Kornblith , arXiv preprint , 2020MultipleFree
-
Denoising Diffusion Probabilistic Models
Ajay Jain, Jonathan Ho, Pieter Abbeel , arXiv preprint , 2020MultipleFree
-
Parallelizing Over Artificial Neural Network Training Runs with Multigrid
Jacob B. Schroder , arXiv preprint , 2017C++Free
-
MusPy: A Toolkit for Symbolic Music Generation
Julian McAuley, Ke Chen, Taylor Berg-Kirkpatrick, Hao-Wen Dong , arXiv preprint , 2020PythonFree
-
Improving Blind Spot Denoising for Microscopy
Anna S. Goncharova, Alexander Krull, Alf Honigmann, Florian Jug , arXiv preprint , 2020Jupyter NotebookFree
-
DeepJSCC-f: Deep Joint Source-Channel Coding of Images with Feedback
David Burth Kurka, Deniz Gündüz , arXiv preprint , 2019PythonFree
-
Document Rectification and Illumination Correction using a Patch-based CNN
Pedro V. Sander, Xiaoyu Li, Jing Liao, Bo Zhang , arXiv preprint , 2019PythonFree
-
Graph Convolutional Networks for Hyperspectral Image Classification
Jing Yao, Antonio Plaza, Jocelyn Chanussot, Lianru Gao, Bing Zhang, Danfeng Hong , arXiv preprint , 2020PythonFree
-
Learning to Reason in Round-based Games: Multi-task Sequence Generation for Purchasing Decision Making in First-person Shooters
Yilei Zeng, Beichen Li, Emilio Ferrara, Gangrong Jiang, Deren Lei, Michael Zyda , arXiv preprint , 2020PythonFree
-
Constructing Narrative Event Evolutionary Graph for Script Event Prediction
Ting Liu, Xiao Ding, Zhongyang Li , arXiv preprint , 2018PythonFree
-
TriFinger: An Open-Source Robot for Learning Dexterity
Vincent Berenz, Ludovic Righetti, Felix Grimminger, Maximilien Naveau, Bilal Hammoud, Joel Akpo, Manuel Wüthrich, Bernhard Schölkopf, Julian Viereck, Shruti Joshi, Majid Khadiv, Felix Widmaier, Miroslav Bogdanovic, Vaibhav Agrawal, Stefan Bauer , arXiv preprint , 2020PythonFree
-
ESResNet: Environmental Sound Classification Based on Visual Domain Models
Andrey Guzhov, Andreas Dengel, Jörn Hees, Federico Raue , arXiv preprint , 2020PythonFree
-
Classification of Cardiac Arrhythmias from Single Lead ECG with a Convolutional Recurrent Neural Network
Mathieu Lemay, Jérôme Van Zaen, Enric M. Calvo, Olivier Chételat, Ricard Delgado-Gonzalo , arXiv preprint , 2019Jupyter NotebookFree
-
Adaptive Sampling of Pareto Frontiers with Binary Constraints Using Regression and Classification
Michael Bortz, Raoul Heese , arXiv preprint , 2020PythonFree
-
SpatialFlow: Bridging All Tasks for Panoptic Segmentation
Qiang Chen, Peisong Wang, Jian Cheng, Anda Cheng, Xiangyu He , arXiv preprint , 2019PythonFree
-
Identifying microlensing events using neural networks
Przemek Mroz , arXiv preprint , 2020CFree
-
Meta-Learning via Learned Loss
Ludovic Righetti, Franziska Meier, Sarah Bechtle, Gaurav Sukhatme, Yevgen Chebotar, Artem Molchanov, Edward Grefenstette , arXiv preprint , 2019PythonFree
-
Human Gait Database for Normal Walk Collected by Smart Phone Accelerometer
Kian Maroofi, Saman Farahmand, Shaohua Jia, Mohammad Reza Zaghian, Akram Bayat, Amir Vajdi, Nurit Haspel, Elham Rastegar, Marc Pomplun , arXiv preprint , 2019Jupyter NotebookFree
-
Neural Code Search Revisited: Enhancing Code Snippet Retrieval through Natural Language Intent
Tom Van Cutsem, Geert Heyman , arXiv preprint , 2020Jupyter NotebookFree
-
ML Privacy Meter: Aiding Regulatory Compliance by Quantifying the Privacy Risks of Machine Learning
Sasi Kumar Murakonda, Reza Shokri , arXiv preprint , 2020PythonFree
-
Improved Baselines with Momentum Contrastive Learning
Ross Girshick, Xinlei Chen, Kaiming He, Haoqi Fan , arXiv preprint , 2020MultipleFree
-
Meta-Learning Symmetries by Reparameterization
Allan Zhou, Chelsea Finn, Tom Knowles , arXiv preprint , 2020MultipleFree
-
Learning State-Dependent Losses for Inverse Dynamics Learning
Yixin Lin, Akshara Rai, Franziska Meier, Austin S. Wang, Kristen Morse, Neha Das , arXiv preprint , 2020PythonFree
-
Semi-supervised Skin Lesion Segmentation via Transformation Consistent Self-ensembling Model
Pheng-Ann Heng, Lequan Yu, Xiaomeng Li, Hao Chen, Chi-Wing Fu , arXiv preprint , 2018Jupyter NotebookFree
-
Cost-Effective Active Learning for Deep Image Classification
Ruimao Zhang, Keze Wang, Ya Li, Dongyu Zhang, Liang Lin , arXiv preprint , 2017PythonFree
-
SL-DML: Signal Level Deep Metric Learning for Multimodal One-Shot Action Recognition
Nick Theisen, Dietrich Paulus, Raphael Memmesheimer , arXiv preprint , 2020MultipleFree
-
Fully Automated and Standardized Segmentation of Adipose Tissue Compartments by Deep Learning in Three-dimensional Whole-body MRI of Epidemiological Cohort Studies
Tobias Hepp, Fritz Schick, Hans-Ulrich Häring, Jürgen Machann, Andreas Fritsche, Thomas Küstner, Konstantin Nikolaou, Marc Fischer, Martin Schwartz, Fabian Bamberg, Bin Yang, Sergios Gatidis , arXiv preprint , 2020PythonFree
-
Aligning AI With Shared Human Values
Andrew Critch, Steven Basart, Collin Burns, Jacob Steinhardt, Jerry Li, Dawn Song, Dan Hendrycks , arXiv preprint , 2020MultipleFree
-
Learning Long-term Visual Dynamics with Region Proposal Interaction Networks
Xiaolong Wang, Haozhi Qi, Deepak Pathak, Yi Ma, Jitendra Malik , arXiv preprint , 2020PythonFree
-
Reliable Part-of-Speech Tagging of Historical Corpora through Set-Valued Prediction
Stefan Heid, Marcel Wever, Eyke Hüllermeier , arXiv preprint , 2020PythonFree
-
Learning Temporally Invariant and Localizable Features via Data Augmentation for Video Recognition
Ho Seong Lee, Taeoh Kim, Hyeongmin Lee, Sangyoun Lee, MyeongAh Cho, Dong Heon Cho , arXiv preprint , 2020PythonFree
-
Weakly Supervised Generative Network for Multiple 3D Human Pose Hypotheses
Chen Li, Gim Hee Lee , arXiv preprint , 2020UnspecifiedFree
-
The Return of Lexical Dependencies: Neural Lexicalized PCFGs
Hao Zhu, Yonatan Bisk, Graham Neubig , arXiv preprint , 2020PythonFree
-
Neural Networks and Quantum Field Theory
James Halverson, Keegan Stoner, Anindita Maiti , arXiv preprint , 2020PythonFree
-
Uncertainty Estimation in Medical Image Denoising with Bayesian Deep Image Prior
Tobias Ortmaier, Malte Tölle, Max-Heinrich Laves , arXiv preprint , 2020Jupyter NotebookFree
-
Application of a Convolutional Neural Network for image classification to the analysis of collisions in High Energy Physics
Lara Lloret Iglesias, Jesús Marco de Lucas, Celia Fernández Madrazo, Ignacio Heredia Cacha , arXiv preprint , 2017MultipleFree
-
RobustTrend: A Huber Loss with a Combined First and Second Order Difference Regularization for Time Series Trend Filtering
Qingsong Wen, Jian Tan, Liang Sun, Jingkun Gao, Xiaomin Song , arXiv preprint , 2019Jupyter NotebookFree
-
Choosing the Sample with Lowest Loss makes SGD Robust
Xiaoxia Wu, Vatsal Shah, Sujay Sanghavi , arXiv preprint , 2020Jupyter NotebookFree
-
Augmented Behavioral Cloning from Observation
Rodrigo Barros, Roger Granada, Juarez Monteiro, Felipe Meneguzzi, Nathan Gavenski , arXiv preprint , 2020PythonFree
-
Temporal Embeddings and Transformer Models for Narrative Text Understanding
Simone Mellace, Vani K, Alessandro Antonucci , arXiv preprint , 2020PythonFree
-
DeepSVG: A Hierarchical Generative Network for Vector Graphics Animation
Martin Danelljan, Alexandre Alahi, Radu Timofte, Alexandre Carlier , arXiv preprint , 2020Jupyter NotebookFree
-
FFusionCGAN: An end-to-end fusion method for few-focus images using conditional GAN in cytopathological digital slides
Sibo Liua, Jiabo Ma, Shenghua Cheng, Sahoqun Zeng, Xiuli Liu, Xu Li, Li Chen, Jingya Yu, Xiebo Geng, Wei Han , arXiv preprint , 2020Jupyter NotebookFree
-
MLJ: A Julia package for composable Machine Learning
Yiannis Simillides, Thibaut Lienart, Sebastian J. Vollmer, Anthony D. Blaom, Diego Arenas, Franz Kiraly , arXiv preprint , 2020Jupyter NotebookFree
-
MMDF: Mobile Microscopy Deep Framework
Egor Sevriugov, Mikhail Salnikov, Maria Begicheva, Olga Novitskaya, Kirill Shcherbakov, Anatasiia Kornilova , arXiv preprint , 2020Jupyter NotebookFree
-
Towards Robust Classification with Deep Generative Forests
Cassio de Campos, Robert Peharz, Alvaro H. C. Correia , arXiv preprint , 2020Jupyter NotebookFree
-
Amplifying the Imitation Effect for Reinforcement Learning of UCAV's Mission Execution
Chang Ouk Kim, Gyeong Taek Lee , arXiv preprint , 2019RFree
-
Joints in Random Forests
Cassio P. de Campos, Robert Peharz, Alvaro H. C. Correia , arXiv preprint , 2020Jupyter NotebookFree
-
Semi-Supervised Semantic Segmentation via Dynamic Self-Training and Class-Balanced Curriculum
Jianping Shi, Zhengyang Feng, Lizhuang Ma, Qianyu Zhou, Xin Tan, Guangliang Cheng , arXiv preprint , 2020PythonFree
-
Random Spiking and Systematic Evaluation of Defenses Against Adversarial Examples
Ninghui Li, Bruno Ribeiro, Sze Yiu Chau, Huangyi Ge , arXiv preprint , 2018PythonFree
-
Operator inference for non-intrusive model reduction of systems with non-polynomial nonlinear terms
Karen Willcox, Peter Benner, Boris Kramer, Pawan Goyal, Benjamin Peherstorfer , arXiv preprint , 2020UnspecifiedFree
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Context-Aware Attentive Knowledge Tracing
Andrew S. Lan, Neil Heffernan, Aritra Ghosh , arXiv preprint , 2020PythonFree
-
Large-scale, Language-agnostic Discourse Classification of Tweets During COVID-19
Oguzhan Gencoglu , arXiv preprint , 2020PythonFree
-
Cross-Domain Adaptation of Spoken Language Identification for Related Languages: The Curious Case of Slavic Languages
Tania Avgustinova, Bernd Möbius, Badr M. Abdullah, Dietrich Klakow , arXiv preprint , 2020PythonFree
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Automatic Lyrics Transcription using Dilated Convolutional Neural Networks with Self-Attention
Simon Dixon, Sven Ahlback, Emir Demirel , arXiv preprint , 2020MultipleFree
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DartMinHash: Fast Sketching for Weighted Sets
Tobias Christiani , arXiv preprint , 2020MultipleFree
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Point Cloud Completion by Learning Shape Priors
Marcelo H Ang Jr, Gim Hee Lee, Xiaogang Wang , arXiv preprint , 2020PythonFree
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What they do when in doubt: a study of inductive biases in seq2seq learners
Rahma Chaabouni, Eugene Kharitonov , arXiv preprint , 2020PythonFree
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Transfer Learning in Multilingual Neural Machine Translation with Dynamic Vocabulary
Marcello Federico, Surafel M. Lakew, Matteo Negri, Aliia Erofeeva, Marco Turchi , arXiv preprint , 2018MultipleFree
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Sliced Iterative Generator
Uros Seljak, Biwei Dai , arXiv preprint , 2020Jupyter NotebookFree
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Low Rank Factorization for Compact Multi-Head Self-Attention
Naren Ramakrishnan, Huzefa Rangwala, Sneha Mehta , arXiv preprint , 2019PythonFree
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