Title
VERB: Visualizing and Interpreting Bias Mitigation Techniques for Word Representations Archit Rathore Sunipa Dev J. M. Phillips Vivek Srikumar Yan Zheng Chin-Chia Michael Yeh Junpeng Wang Wei Zhang Bei Wang 80 11 0 06 Apr 2021
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Comparing Weak- and Unsupervised Methods for Resonant Anomaly Detection J. Collins P. Martín-Ramiro Benjamin Nachman David Shih 85 45 0 05 Apr 2021
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Generalized Joint Probability Density Function Formulation inTurbulent Combustion using DeepONet Rishikesh Ranade Kevin M. Gitushi T. Echekki 75 12 0 05 Apr 2021
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Graph Generative Models for Fast Detector Simulations in High Energy Physics A. Hariri Darya Dyachkova Sergei Gleyzer AI4CE 63 6 0 05 Apr 2021
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End-to-end Deep Learning Pipeline for Microwave Kinetic Inductance Detector (MKID) Resonator Identification and Tuning Neelay Fruitwala A. Walter J. Bailey Rupert Dodkins B. Mazin 13 2 0 03 Apr 2021
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Using Python for Model Inference in Deep Learning Zach DeVito Jason Ansel William Constable Michael Suo Ailing Zhang K. Hazelwood SyDa BDL 38 4 0 01 Apr 2021
Unpaired Single-Image Depth Synthesis with cycle-consistent Wasserstein GANs Christoph Angermann Adéla Moravová Markus Haltmeier Steinbjörn Jónsson Christian Laubichler GAN MDE 3DV 27 0 0 31 Mar 2021
Perun: Secure Multi-Stakeholder Machine Learning Framework with GPU Support W. Ożga D. Quoc Christof Fetzer FedML 32 4 0 31 Mar 2021
Enhancing Segment-Based Speech Emotion Recognition by Deep Self-Learning Shuiyang Mao P. Ching Tan Lee 40 2 0 30 Mar 2021
Thermal Neural Networks: Lumped-Parameter Thermal Modeling With State-Space Machine Learning Wilhelm Kirchgässner Oliver Wallscheid J. Böcker 27 41 0 30 Mar 2021
Symbolic Music Generation with Diffusion Models Gautam Mittal Jesse Engel Curtis Hawthorne Ian Simon MGen DiffM 113 194 0 30 Mar 2021
[Reproducibility Report] Rigging the Lottery: Making All Tickets Winners Varun Sundar Rajat Vadiraj Dwaraknath 53 5 0 29 Mar 2021
MergeComp: A Compression Scheduler for Scalable Communication-Efficient Distributed Training Zhuang Wang X. Wu T. Ng GNN 40 4 0 28 Mar 2021
Elvet -- a neural network-based differential equation and variational problem solver Jack Y. Araz J. C. Criado M. Spannowsky 65 13 0 26 Mar 2021
Evaluation of deep learning models for multi-step ahead time series prediction Rohitash Chandra Shaurya Goyal Rishabh Gupta AI4TS 53 158 0 26 Mar 2021
Multi-source Transfer Learning with Ensemble for Financial Time Series Forecasting Qi-Qiao He P. Pang Yain-Whar Si AI4TS 11 9 0 26 Mar 2021
FastMoE: A Fast Mixture-of-Expert Training System Jiaao He J. Qiu Aohan Zeng Zhilin Yang Jidong Zhai Jie Tang ALM MoE 114 104 0 24 Mar 2021
UNICORN on RAINBOW: A Universal Commonsense Reasoning Model on a New Multitask Benchmark Nicholas Lourie Ronan Le Bras Chandra Bhagavatula Yejin Choi LRM 108 140 0 24 Mar 2021
Efficient Deep Learning Pipelines for Accurate Cost Estimations Over Large Scale Query Workload Johan Kok Zhi Kang S. Tan Feng Cheng Shixuan Sun Bingsheng He 81 26 0 23 Mar 2021
Tangent Space Backpropagation for 3D Transformation Groups Zachary Teed Jia Deng 102 54 0 22 Mar 2021
A deep learning approach to data-driven model-free pricing and to martingale optimal transport Ariel Neufeld J. Sester 81 11 0 21 Mar 2021
Self-supervised Representation Learning with Relative Predictive Coding Yao-Hung Hubert Tsai Martin Q. Ma Muqiao Yang Han Zhao Louis-Philippe Morency Ruslan Salakhutdinov SSL AI4TS 101 38 0 21 Mar 2021
Artificial intelligence for detection and quantification of rust and leaf miner in coffee crop Alvaro Leandro Cavalcante Carneiro Lucas de Brito Silva Marisa Silveira Almeida Renaud Faulin 25 7 0 20 Mar 2021
HW-NAS-Bench:Hardware-Aware Neural Architecture Search Benchmark Chaojian Li Zhongzhi Yu Yonggan Fu Yongan Zhang Yang Zhao Haoran You Qixuan Yu Yue Wang Yingyan Lin 153 111 0 19 Mar 2021
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Learning to Resize Images for Computer Vision Tasks Hossein Talebi P. Milanfar 95 120 0 17 Mar 2021
Self-Supervised Learning of Audio Representations from Permutations with Differentiable Ranking Andrew N. Carr Quentin Berthet Mathieu Blondel O. Teboul Neil Zeghidour SSL 80 25 0 17 Mar 2021
WheatNet: A Lightweight Convolutional Neural Network for High-throughput Image-based Wheat Head Detection and Counting S. Khaki N. Safaei Hieu H. Pham Lizhi Wang 67 93 0 17 Mar 2021
Distributed Deep Learning Using Volunteer Computing-Like Paradigm Medha Atre B. Jha Ashwini Rao 91 11 0 16 Mar 2021
Predicting Opioid Use Disorder from Longitudinal Healthcare Data using Multi-stream Transformer S. Fouladvand J. Talbert L. Dwoskin H. Bush A. Meadows Lars E. Peterson Ramakanth Kavuluru Jin Chen 86 4 0 16 Mar 2021
dNNsolve: an efficient NN-based PDE solver V. Guidetti F. Muia Y. Welling A. Westphal 50 6 0 15 Mar 2021
Detecting Human-Object Interaction via Fabricated Compositional Learning Zhi Hou B. Yu Yu Qiao Xiaojiang Peng Dacheng Tao 133 99 0 15 Mar 2021
Deep Tiling: Texture Tile Synthesis Using a Deep Learning Approach V. Toulatzis I. Fudos 3DV 21 0 0 14 Mar 2021
Conceptual capacity and effective complexity of neural networks Lech Szymanski B. McCane C. Atkinson 31 1 0 13 Mar 2021
TensorGP -- Genetic Programming Engine in TensorFlow Francisco Baeta João Correia Tiago Martins Penousal Machado 48 17 0 12 Mar 2021
Semantic Segmentation for Real Point Cloud Scenes via Bilateral Augmentation and Adaptive Fusion Shi Qiu Saeed Anwar Nick Barnes 3DPC 84 208 0 12 Mar 2021
The Old and the New: Can Physics-Informed Deep-Learning Replace Traditional Linear Solvers? Stefano Markidis PINN 75 193 0 12 Mar 2021
Bump Hunting in Latent Space Blaž Bortolato B. Dillon J. Kamenik Aleks Smolkovič DRL 84 44 0 11 Mar 2021
Functional Collection Programming with Semi-Ring Dictionaries Amir Shaikhha Mathieu Huot Jaclyn Smith Dan Olteanu 125 43 0 10 Mar 2021
Hurdles to Progress in Long-form Question Answering Kalpesh Krishna Aurko Roy Mohit Iyyer 78 200 0 10 Mar 2021
Variable-rate discrete representation learning Sander Dieleman C. Nash Jesse Engel Karen Simonyan BDL DRL 82 24 0 10 Mar 2021
Learning to Estimate Kernel Scale and Orientation of Defocus Blur with Asymmetric Coded Aperture Jisheng Li Qi Dai Jiangtao Wen 21 0 0 10 Mar 2021
Proof-of-Learning: Definitions and Practice Hengrui Jia Mohammad Yaghini Christopher A. Choquette-Choo Natalie Dullerud Anvith Thudi Varun Chandrasekaran Nicolas Papernot AAML 91 106 0 09 Mar 2021
NaroNet: Discovery of tumor microenvironment elements from highly multiplexed images Daniel Jiménez Sánchez M. Ariz Hang Chang X. Matías-Guiu C. E. Andrea Carlos Ortiz-de-Solórzano 56 0 0 09 Mar 2021