Title
DISC: A Dynamic Shape Compiler for Machine Learning Workloads Kai Zhu Wenyi Zhao Zhen Zheng Tianyou Guo Pengzhan Zhao ... Junjie Bai Jun Yang Xiaoyong Liu Lansong Diao Wei Lin 67 28 0 09 Mar 2021
Deep Manifold Learning for Dynamic MR Imaging Ziwen Ke Zhuoxu Cui Wenqi Huang Jing Cheng Seng Jia ... Xin Liu Hairong Zheng L. Ying Yanjie Zhu Dong Liang 93 20 0 09 Mar 2021
PyRCN: A Toolbox for Exploration and Application of Reservoir Computing Networks Peter Steiner A. Jalalvand Simon Stone P. Birkholz 39 19 0 08 Mar 2021
Anomaly Detection Based on Selection and Weighting in Latent Space Yiwen Liao Alexander Bartler Binh Yang DRL 65 13 0 08 Mar 2021
Implementing graph neural networks with TensorFlow-Keras Patrick Reiser André Eberhard Pascal Friederich GNN 81 16 0 07 Mar 2021
Routing Towards Discriminative Power of Class Capsules Haoyu Yang Shuhe Li Bei Yu 29 3 0 07 Mar 2021
Pufferfish: Communication-efficient Models At No Extra Cost Hongyi Wang Saurabh Agarwal Dimitris Papailiopoulos 87 59 0 05 Mar 2021
Learning to Extend Molecular Scaffolds with Structural Motifs Krzysztof Maziarz Henry Jackson-Flux Pashmina Cameron F. Sirockin Nadine Schneider N. Stiefl Marwin H. S. Segler Marc Brockschmidt AI4CE 104 73 0 05 Mar 2021
Gemini: Dynamic Bias Correction for Autonomous Experimentation and Molecular Simulation Riley J. Hickman Florian Hase L. Roch Alán Aspuru-Guzik 43 4 0 05 Mar 2021
GenoML: Automated Machine Learning for Genomics Mary B Makarious H. Leonard Dan Vitale H. Iwaki David Saffo ... R. Campbell Sayed Hadi Hashemi A. Singleton M. Nalls F. Faghri GP LM&MA VLM AI4CE 45 12 0 04 Mar 2021
Reinforcement Learning for Orientation Estimation Using Inertial Sensors with Performance Guarantee Liang Hu Yujie Tang Zhipeng Zhou Wei Pan 58 8 0 03 Mar 2021
A Deep and Wide Neural Network-based Model for Rajasthan Summer Monsoon Rainfall (RSMR) Prediction Vikas Bajpai Anukriti Bansal 22 4 0 03 Mar 2021
Audio scene monitoring using redundant ad-hoc microphone array networks Peter Gerstoft Yihan Hu Michael J. Bianco Chaitanya Patil Ardel Alegre Y. Freund François Grondin 73 12 0 02 Mar 2021
Statistically Significant Stopping of Neural Network Training J. K. Terry Mario Jayakumar K. Alwis 23 2 0 01 Mar 2021
Error Estimates for the Deep Ritz Method with Boundary Penalty Johannes Müller Marius Zeinhofer 93 17 0 01 Mar 2021
Detection and Rectification of Arbitrary Shaped Scene Texts by using Text Keypoints and Links Chuhui Xue Shijian Lu Guosheng Lin 3DPC 100 17 0 01 Mar 2021
OpenICS: Open Image Compressive Sensing Toolbox and Benchmark Jonathan Zhao Matthew Westerham Mark Lakatos-Toth Zhikang Zhang Avi Moskoff Fengbo Ren 24 2 0 28 Feb 2021
Learning Transferable Visual Models From Natural Language Supervision Alec Radford Jong Wook Kim Chris Hallacy Aditya A. Ramesh Gabriel Goh ... Amanda Askell Pamela Mishkin Jack Clark Gretchen Krueger Ilya Sutskever CLIP VLM 1.1K 30,116 0 26 Feb 2021
Gradient-guided Loss Masking for Neural Machine Translation Xinyi Wang Ankur Bapna Melvin Johnson Orhan Firat 65 9 0 26 Feb 2021
LazyTensor: combining eager execution with domain-specific compilers Alex Suhan Davide Libenzi Ailing Zhang Parker Schuh Brennan Saeta Jie Young Sohn Denys Shabalin 47 18 0 26 Feb 2021
Cybersecurity Threats in Connected and Automated Vehicles based Federated Learning Systems Ranwa Al Mallah Godwin Badu-Marfo Bilal Farooq 149 20 0 26 Feb 2021
Swift for TensorFlow: A portable, flexible platform for deep learning Brennan Saeta Denys Shabalin M. Rasi Brad Larson Xihui Wu ... Saleem Abdulrasool A. Efremov Dave Abrahams Chris Lattner Richard Wei HAI 69 11 0 26 Feb 2021
Adaptable Hamiltonian neural networks Chen-Di Han Bryan Glaz Mulugeta Haile Y. Lai AI4TS 87 26 0 25 Feb 2021
Tax Evasion Risk Management Using a Hybrid Unsupervised Outlier Detection Method Milovs Savić Jasna Atanasijević Duvsan Jakovetić Natavsa Krejić 22 30 0 25 Feb 2021
Truncated Log-concave Sampling with Reflective Hamiltonian Monte Carlo Apostolos Chalkis Vissarion Fisikopoulos Marios Papachristou Elias P. Tsigaridas 83 8 0 25 Feb 2021
Performance Comparison for Scientific Computations on the Edge via Relative Performance Aravind Sankaran Paolo Bientinesi 71 4 0 25 Feb 2021
Preserved central model for faster bidirectional compression in distributed settings Constantin Philippenko Hadrien Hendrikx 77 31 0 24 Feb 2021
Synthetic Returns for Long-Term Credit Assignment David Raposo Samuel Ritter Adam Santoro Greg Wayne T. Weber M. Botvinick H. V. Hasselt Francis Song AI4TS 101 35 0 24 Feb 2021
Zero-Shot Text-to-Image Generation Aditya A. Ramesh Mikhail Pavlov Gabriel Goh Scott Gray Chelsea Voss Alec Radford Mark Chen Ilya Sutskever VLM 436 5,021 0 24 Feb 2021
STEP: Segmenting and Tracking Every Pixel Mark Weber Jun Xie Maxwell D. Collins Yukun Zhu P. Voigtlaender ... Bastian Leibe Zorah Lähner Aljosa Osep Laura Leal-Taixé Liang-Chieh Chen VOS 124 76 0 23 Feb 2021
Automated Quality Assessment of Cognitive Behavioral Therapy Sessions Through Highly Contextualized Language Representations Nikolaos Flemotomos Víctor R. Martínez Zhuohao Chen Torrey A. Creed David C. Atkins Shrikanth Narayanan 64 31 0 23 Feb 2021
Histo-fetch -- On-the-fly processing of gigapixel whole slide images simplifies and speeds neural network training Brendon Lutnick L. Murali Brandon G. Ginley Avi Z. Rosenberg P. Sarder 49 10 0 23 Feb 2021
Uncertainty Maximization in Partially Observable Domains: A Cognitive Perspective Mirza Ramicic Andrea Bonarini 65 3 0 22 Feb 2021
LogME: Practical Assessment of Pre-trained Models for Transfer Learning Kaichao You Yong Liu Jianmin Wang Mingsheng Long 99 190 0 22 Feb 2021
How To Train Your HERON Antoine Richard Stéphanie Aravecchia Thomas Schillaci Matthieu Geist C´edric Pradalier 33 3 0 20 Feb 2021
ALTO: Adaptive Linearized Storage of Sparse Tensors Ahmed E. Helal Jan Laukemann Fabio Checconi Jesmin Jahan Tithi Teresa M. Ranadive Fabrizio Petrini Jeewhan Choi 60 21 0 20 Feb 2021
TapNet: The Design, Training, Implementation, and Applications of a Multi-Task Learning CNN for Off-Screen Mobile Input Michael Xuelin Huang Yongqian Li N. Nazneen Alexander Chao Shumin Zhai 73 9 0 18 Feb 2021
EEG-based Texture Roughness Classification in Active Tactile Exploration with Invariant Representation Learning Networks Ozan Özdenizci Safaa M. Eldeeb Andac Demir Deniz Erdogmus M. Akçakaya OOD 22 8 0 17 Feb 2021
Geostatistical Learning: Challenges and Opportunities J. Hoffimann M. Zortea B. Carvalho Bianca Zadrozny 60 22 0 17 Feb 2021
Oscars: Adaptive Semi-Synchronous Parallel Model for Distributed Deep Learning with Global View Sheng-Jun Huang 45 0 0 17 Feb 2021
EDITH :ECG biometrics aided by Deep learning for reliable Individual auTHentication Nabil Ibtehaz M. Chowdhury Amith Khandakar S. Kiranyaz Mohammad Sohel Rahman Anas Tahir Yazan Qiblawey Tawsifur Rahman 54 38 0 16 Feb 2021
GraphGallery: A Platform for Fast Benchmarking and Easy Development of Graph Neural Networks Based Intelligent Software Jintang Li Kun Xu Liang Chen Zibin Zheng Xiao Liu GNN 26 12 0 16 Feb 2021
Improved Customer Transaction Classification using Semi-Supervised Knowledge Distillation Rohan Sukumaran 31 2 0 15 Feb 2021
Intermediate Layer Optimization for Inverse Problems using Deep Generative Models Giannis Daras Joseph Dean A. Jalal A. Dimakis DRL 245 86 0 15 Feb 2021
Fast Monocular Hand Pose Estimation on Embedded Systems Shan An Xiajie Zhang Dong Wei Haogang Zhu Jianyu Yang Konstantinos A. Tsintotas 3DH 79 21 0 14 Feb 2021
Planning and Learning Using Adaptive Entropy Tree Search Piotr Kozakowski Mikolaj Pacek Piotr Milo's 45 2 0 12 Feb 2021
Neural Architecture Search as Program Transformation Exploration Jack Turner Elliot J. Crowley Michael F. P. O'Boyle 62 14 0 12 Feb 2021
Straggler-Resilient Distributed Machine Learning with Dynamic Backup Workers Guojun Xiong Gang Yan Rahul Singh Jian Li 65 13 0 11 Feb 2021
Searching for Pneumothorax in X-Ray Images Using Autoencoded Deep Features Antonio Sze-To Abtin Riasatian Hamid R. Tizhoosh 28 13 0 11 Feb 2021
Speech enhancement with mixture-of-deep-experts with clean clustering pre-training Shlomo E. Chazan Jacob Goldberger Sharon Gannot MoE 97 7 0 11 Feb 2021