Title
Estimation of Driver's Gaze Region from Head Position and Orientation using Probabilistic Confidence Regions S. Jha Carlos Busso 52 32 0 23 Dec 2020
BaPipe: Exploration of Balanced Pipeline Parallelism for DNN Training Letian Zhao Rui Xu Tianqi Wang Teng Tian Xiaotian Wang Wei Wu Chio-in Ieong Xi Jin MoE 43 8 0 23 Dec 2020
Subject-independent Human Pose Image Construction with Commodity Wi-Fi Shuang Zhou Lingchao Guo Zhaoming Lu X. Wen Wei Zheng Yiming Wang 3DH 25 10 0 22 Dec 2020
RealFormer: Transformer Likes Residual Attention Ruining He Anirudh Ravula Bhargav Kanagal Joshua Ainslie 76 111 0 21 Dec 2020
Spatiotemporal Pattern Mining for Nowcasting Extreme Earthquakes in Southern California Bo Feng Geoffrey C. Fox 23 5 0 20 Dec 2020
Ekya: Continuous Learning of Video Analytics Models on Edge Compute Servers Romil Bhardwaj Zhengxu Xia Ganesh Ananthanarayanan Junchen Jiang Nikolaos Karianakis Yuanchao Shu Kevin Hsieh P. Bahl Ion Stoica 79 169 0 19 Dec 2020
Fairness and Accuracy in Federated Learning Wei Huang Tianrui Li Dexian Wang Shengdong Du Junbo Zhang FedML 100 57 0 18 Dec 2020
Treatment Targeting by AUUC Maximization with Generalization Guarantees Artem Betlei Eustache Diemert Massih-Reza Amini CML 65 5 0 17 Dec 2020
DenseHMM: Learning Hidden Markov Models by Learning Dense Representations Joachim Sicking Maximilian Pintz Maram Akila Tim Wirtz 67 1 0 17 Dec 2020
DAG-based Scheduling with Resource Sharing for Multi-task Applications in a Polyglot GPU Runtime Alberto Parravicini Arnaud Delamare M. Arnaboldi M. Santambrogio 24 9 0 17 Dec 2020
Sparse Signal Models for Data Augmentation in Deep Learning ATR Tushar Agarwal Nithin Sugavanam Emre Ertin 33 12 0 16 Dec 2020
Copula-based synthetic data augmentation for machine-learning emulators David Meyer T. Nagler R. Hogan 64 22 0 16 Dec 2020
AdjointBackMap: Reconstructing Effective Decision Hypersurfaces from CNN Layers Using Adjoint Operators Qing Wan Yoonsuck Choe 44 1 0 16 Dec 2020
AsyncTaichi: On-the-fly Inter-kernel Optimizations for Imperative and Spatially Sparse Programming Yuanming Hu Mingkuan Xu Ye Kuang F. Durand 21 0 0 15 Dec 2020
The Emerging Threats of Deepfake Attacks and Countermeasures Shadrack Awah Buo 109 17 0 14 Dec 2020
A review of on-device fully neural end-to-end automatic speech recognition algorithms Chanwoo Kim Dhananjaya N. Gowda Dongsoo Lee Jiyeon Kim Ankur Kumar Sungsoo Kim Abhinav Garg C. Han 74 27 0 14 Dec 2020
DeepLesionBrain: Towards a broader deep-learning generalization for multiple sclerosis lesion segmentation R. A. Kamraoui Vinh-Thong Ta T. Tourdias Boris Mansencal J. V. Manjón Pierrick Coupé OOD 120 54 0 14 Dec 2020
$NVIDIA SimNet^{TM}: an AI-accelerated multi-physics simulation framework$ NVIDIA SimNet^{TM}: an AI-accelerated multi-physics simulation framework O. Hennigh S. Narasimhan M. A. Nabian Akshay Subramaniam Kaustubh Tangsali M. Rietmann J. Ferrandis Wonmin Byeon Z. Fang S. Choudhry PINN AI4CE 148 130 0 14 Dec 2020
The Style-Content Duality of Attractiveness: Learning to Write Eye-Catching Headlines via Disentanglement Li Mingzhe Preslav Nakov Min Yang Shen Gao Dongyan Zhao Rui Yan 116 19 0 14 Dec 2020
Reasoning in Dialog: Improving Response Generation by Context Reading Comprehension Preslav Nakov Zhi Cui Jiayi Zhang Chen Wei Jianwei Cui Bin Wang Dongyan Zhao Rui Yan 85 15 0 14 Dec 2020
SPARTA: Speaker Profiling for ARabic TAlk Wael Farhan Muhy Eddin Za'ter Qusai Abu Obaidah Hisham al Bataineh Zyad Sober Hussein T. Al-Natsheh 49 2 0 13 Dec 2020
GeoNet++: Iterative Geometric Neural Network with Edge-Aware Refinement for Joint Depth and Surface Normal Estimation Xiaojuan Qi Zhengzhe Liu Renjie Liao Philip Torr R. Urtasun Jiaya Jia 3DV 134 65 0 13 Dec 2020
Learning over no-Preferred and Preferred Sequence of items for Robust Recommendation Aleksandra Burashnikova Marianne Clausel Charlotte Laclau Frack Iutzeller Yury Maximov Massih-Reza Amini 42 4 0 12 Dec 2020
Draw your Neural Networks Jatin Sharma Shobha Lata 25 0 0 12 Dec 2020
Less Is More: Improved RNN-T Decoding Using Limited Label Context and Path Merging Rohit Prabhavalkar Yanzhang He David Rybach S. Campbell A. Narayanan Trevor Strohman Tara N. Sainath 128 35 0 12 Dec 2020
Sampling Training Data for Continual Learning Between Robots and the Cloud Sandeep P. Chinchali Evgenya Pergament Manabu Nakanoya Eyal Cidon E. Zhang Dinesh Bharadia Marco Pavone Sachin Katti 95 9 0 12 Dec 2020
Imitation-Based Active Camera Control with Deep Convolutional Neural Network C. Kyrkou 25 6 0 11 Dec 2020
Self-Growing Spatial Graph Network for Context-Aware Pedestrian Trajectory Prediction Sirin Haddad S. Lam GNN 42 8 0 11 Dec 2020
Query Understanding for Natural Language Enterprise Search F. Borges Georgios Balikas Marc Brette Guillaume Kempf A. Srikantan Matthieu Landos Darya Brazouskaya Qianqian Shi 33 4 0 11 Dec 2020
Mesoscopic photogrammetry with an unstabilized phone camera Kevin C Zhou Colin L. Cooke Jaehee Park Ruobing Qian R. Horstmeyer J. Izatt Sina Farsiu 41 9 0 11 Dec 2020
A Generative Approach for Detection-driven Underwater Image Enhancement Chelsey Edge M. Islam Christopher Morse Junaed Sattar 77 7 0 10 Dec 2020
PrivFramework: A System for Configurable and Automated Privacy Policy Compliance Usmann Khan Lun Wang Jithendaraa Subramanian Joseph P. Near Basel Alomair 27 2 0 09 Dec 2020
Results of the 2020 fastMRI Challenge for Machine Learning MR Image Reconstruction Matthew Muckley Bruno Riemenschneider A. Radmanesh Sunwoo Kim Geunu Jeong ... Anuroop Sriram Zhengnan Huang N. Yakubova Yvonne W. Lui Florian Knoll OOD 84 45 0 09 Dec 2020
Video Deblurring by Fitting to Test Data Xuanchi Ren Zian Qian Qifeng Chen 43 7 0 09 Dec 2020
Parallel Training of Deep Networks with Local Updates Michael Laskin Luke Metz Seth Nabarrao Mark Saroufim Badreddine Noune Carlo Luschi Jascha Narain Sohl-Dickstein Pieter Abbeel FedML 122 27 0 07 Dec 2020
Joint Optimization of an Autoencoder for Clustering and Embedding Ahcène Boubekki Michael C. Kampffmeyer Robert Jenssen Ulf Brefeld DRL 60 16 0 07 Dec 2020
Using Differentiable Programming for Flexible Statistical Modeling Maren Hackenberg M. Grodd Clemens Kreutz Martina Fischer J. Esins L. Grabenhenrich C. Karagiannidis Harald Binder 37 4 0 07 Dec 2020
SGD_Tucker: A Novel Stochastic Optimization Strategy for Parallel Sparse Tucker Decomposition Hao Li Zixuan Li KenLi Li Jan S. Rellermeyer L. Chen Keqin Li 79 7 0 07 Dec 2020
Deep Neural Network Training without Multiplications T. Mogami MQ 27 3 0 07 Dec 2020
Align-gram : Rethinking the Skip-gram Model for Protein Sequence Analysis Nabil Ibtehaz S. Sourav Md. Shamsuzzoha Bayzid M. S. Rahman 54 2 0 06 Dec 2020
Simultaneous Corn and Soybean Yield Prediction from Remote Sensing Data Using Deep Transfer Learning S. Khaki Hieu H. Pham Lizhi Wang 44 124 0 05 Dec 2020
Automatic Segmentation and Location Learning of Neonatal Cerebral Ventricles in 3D Ultrasound Data Combining CNN and CPPN Matthieu Martin B. Sciolla M. Sdika P. Quetin P. Delachartre 31 12 0 05 Dec 2020
Depth estimation on embedded computers for robot swarms in forest Chaoyue Niu Danesh Tarapore Klaus-Peter Zauner 55 1 0 05 Dec 2020
Driver Glance Classification In-the-wild: Towards Generalization Across Domains and Subjects Sandipan Banerjee Ajjen Joshi Jay Turcot B. Reimer Taniya Mishra 81 2 0 05 Dec 2020
Nimble: Lightweight and Parallel GPU Task Scheduling for Deep Learning Woosuk Kwon Gyeong-In Yu Eunji Jeong Byung-Gon Chun 74 70 0 04 Dec 2020
Understanding Attention: In Minds and Machines S. P. Sawant Shruti Singh 42 1 0 04 Dec 2020
Autonomous Navigation with Mobile Robots using Deep Learning and the Robot Operating System A. Nguyen Quang-Dieu Tran 63 9 0 04 Dec 2020
PeR-ViS: Person Retrieval in Video Surveillance using Semantic Description Parshwa Shah Arpit Garg Vandit Gajjar 20 8 0 04 Dec 2020
Classification and reconstruction of optical quantum states with deep neural networks Shahnawaz Ahmed C. Muñoz Franco Nori A. F. Kockum 88 64 0 03 Dec 2020
Model-free Neural Counterfactual Regret Minimization with Bootstrap Learning Weiming Liu Bin Li Julian Togelius 83 8 0 03 Dec 2020