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ORCIDCoRR, July 2020
- Chris Roast:
EQUS - helping to see formulae. - You Xie, Nils Thuerey:
Data-driven Regularization via Racecar Training for Generalizing Neural Networks. - Ohad Shamir:
Gradient Methods Never Overfit On Separable Data. - Yanhong Xu, Reihaneh Safavi-Naini, Khoa Nguyen
, Huaxiong Wang:
Traceable Policy-Based Signatures and Instantiation from Lattices. - Abdul Mueed Hafiz:
K-Nearest Neighbour and Support Vector Machine Hybrid Classification. - Abdul Mueed Hafiz, Ghulam Mohiuddin Bhat:
Fast Training of Deep Networks with One-Class CNNs. - Abdul Mueed Hafiz, Ghulam Mohiuddin Bhat:
A Survey on Instance Segmentation: State of the art. - Sunipa Dev, Tao Li, Jeff M. Phillips, Vivek Srikumar:
OSCaR: Orthogonal Subspace Correction and Rectification of Biases in Word Embeddings. - Hadi Pouransari, Oncel Tuzel:
Extracurricular Learning: Knowledge Transfer Beyond Empirical Distribution. - Md. Mokhlesur Rahman, G. G. Md. Nawaz Ali, Xue Jun Li, Kamal Chandra Paul, Peter H. J. Chong:
Twitter and Census Data Analytics to Explore Socioeconomic Factors for Post-COVID-19 Reopening Sentiment. - Sashikumaar Ganesan, Manan Shah:
SParSH-AMG: A library for hybrid CPU-GPU algebraic multigrid and preconditioned iterative methods. - Noam Moscovich, Ron Bitton, Yakov Mallah, Masaki Inokuchi, Tomohiko Yagyu, Meir Kalech, Yuval Elovici, Asaf Shabtai:
Autosploit: A Fully Automated Framework for Evaluating the Exploitability of Security Vulnerabilities. - Kanishkan Vadivel, Lorenzo Chelini, Ali BanaGozar, Gagandeep Singh, Stefano Corda, Roel Jordans, Henk Corporaal:
TDO-CIM: Transparent Detection and Offloading for Computation In-memory. - Ioannis Kansizoglou, Loukas Bampis, Antonios Gasteratos:
Deep Feature Space: A Geometrical Perspective. - Maria V. Vasilyeva, Aleksei Tyrylgin, Donald L. Brown, Anirban Mondal:
Preconditioning Markov Chain Monte Carlo Method for Geomechanical Subsidence using multiscale method and machine learning technique. - Boyuan Pan, Yazheng Yang, Kaizhao Liang, Bhavya Kailkhura, Zhongming Jin, Xian-Sheng Hua, Deng Cai, Bo Li:
Adversarial Mutual Information for Text Generation. - Andrei Ivanov, Nikoli Dryden, Tal Ben-Nun, Shigang Li, Torsten Hoefler:
Data Movement Is All You Need: A Case Study on Optimizing Transformers. - Amir Hertz, Rana Hanocka, Raja Giryes, Daniel Cohen-Or:
Deep Geometric Texture Synthesis. - Michael H. Gfrerer:
A C1-continuous Trace-Finite-Cell-Method for linear thin shell analysis on implicitly defined surfaces. - Cody Coleman, Edward Chou, Sean Culatana, Peter Bailis, Alexander C. Berg, Roshan Sumbaly, Matei Zaharia, I. Zeki Yalniz:
Similarity Search for Efficient Active Learning and Search of Rare Concepts. - Xiao-Yue Gong, David Simchi-Levi:
Provably More Efficient Q-Learning in the Full-Feedback/One-Sided-Feedback Settings. - Semih Cayci, Atilla Eryilmaz, R. Srikant:
Continuous-Time Multi-Armed Bandits with Controlled Restarts. - Sahar Siddiqui, Elena Sizikova, Gemma Roig, Najib J. Majaj, Denis G. Pelli:
Using Human Psychophysics to Evaluate Generalization in Scene Text Recognition Models. - Sebastian Junges, Nils Jansen, Sanjit A. Seshia:
Enforcing Almost-Sure Reachability in POMDPs. - Hansol Lee, René F. Kizilcec:
Evaluation of Fairness Trade-offs in Predicting Student Success. - Kitti Gelle, Szabolcs Iván:
Scattered one-counter languges have rank less thanω 2. - Matthias Maier, Martin Kronbichler:
Massively parallel 3D computation of the compressible Euler equations with an invariant-domain preserving second-order finite-element scheme. - Amir Rasouli:
Deep Learning for Vision-based Prediction: A Survey. - Russell Schwartz, Pratap Tokekar:
Robust Multi-Agent Task Assignment in Failure-Prone and Adversarial Environments. - Goodarz Mehr, Azim Eskandarian:
Traffic Delay Reduction at Highway Diverges Using an Advance Warning System Based on a Probabilistic Prediction Model. - Alexander Bork, Sebastian Junges, Joost-Pieter Katoen, Tim Quatmann:
Verification of indefinite-horizon POMDPs. - Laila Abouzaid, Essaid Sabir, Halima Elbiaze, Ahmed Errami, Othmane Benhmammouch:
The Meshing of the Sky: Delivering Ubiquitous Connectivity to Ground Internet of Things. - Wojciech Czerwinski, Georg Zetzsche:
An Approach to Regular Separability in Vector Addition Systems. - Syed Suleman Abbas Zaidi, Xavier Boix, Neeraj Prasad, Sharon Gilad-Gutnick, Shlomit Ben-Ami, Pawan Sinha:
Is Robustness To Transformations Driven by Invariant Neural Representations? - Zhe Huang, Aamir Hasan, Katherine Rose Driggs-Campbell:
Intention-aware Residual Bidirectional LSTM for Long-term Pedestrian Trajectory Prediction. - Océane Boulais, Ben Woodward, Brian Schlining, Lonny Lundsten, Kevin Barnard, Katy Croff Bell, Kakani Katija:
FathomNet: An underwater image training database for ocean exploration and discovery. - Chris Lin, Gerald J. Sun, Krishna C. Bulusu, Jonathan R. Dry, Marylens Hernandez:
Graph Neural Networks Including Sparse Interpretability. - David A. Plaisted:
Situation Calculus by Term Rewriting. - Fábio Machado Gil, Nuno M. Garcia, Bárbara Matos, Nuno Pombo, Rossitza Goleva, Ciprian Dobre:
Identifying Packet Loss and Reordering Packets in Keyed UDP Transmissions. - Anurag Kumar, Vamsi Krishna Ithapu:
A Sequential Self Teaching Approach for Improving Generalization in Sound Event Recognition. - Eric Dodds, Jack Culpepper, Simao Herdade, Yang Zhang, Kofi Boakye:
Modality-Agnostic Attention Fusion for visual search with text feedback. - Aminollah Khormali, DaeHun Nyang, David Mohaisen:
Generating Adversarial Examples with an Optimized Quality. - Eric Wong, Tim Schneider, Joerg Schmitt, Frank R. Schmidt, J. Zico Kolter:
Neural Network Virtual Sensors for Fuel Injection Quantities with Provable Performance Specifications. - Yingjie Fei, Zhuoran Yang, Zhaoran Wang, Qiaomin Xie:
Dynamic Regret of Policy Optimization in Non-stationary Environments. - Sheng Liu, Jonathan Niles-Weed, Narges Razavian, Carlos Fernandez-Granda:
Early-Learning Regularization Prevents Memorization of Noisy Labels. - Michael Teng, Tuan Anh Le, Adam Scibior, Frank Wood:
Semi-supervised Sequential Generative Models. - Saeed Rashidi, Srinivas Sridharan, Sudarshan Srinivasan, Matthew Denton, Tushar Krishna:
Efficient Communication Acceleration for Next-Gen Scale-up Deep Learning Training Platforms. - Ransalu Senanayake, Maneekwan Toyungyernsub, Mingyu Wang, Mykel J. Kochenderfer, Mac Schwager:
Directional Primitives for Uncertainty-Aware Motion Estimation in Urban Environments. - Andrew Jesson, Sören Mindermann, Uri Shalit, Yarin Gal:
Identifying Causal Effect Inference Failure with Uncertainty-Aware Models. - Anthony Tompkins, Ransalu Senanayake, Fabio Ramos:
Online Domain Adaptation for Occupancy Mapping. - Siddhant Bansal, Praveen Krishnan, C. V. Jawahar:
Fused Text Recogniser and Deep Embeddings Improve Word Recognition and Retrieval. - Thorsten Altenkirch, Luis Scoccola:
The Integers as a Higher Inductive Type. - Sabah Al-Fedaghi, Esraa Haidar:
Thinging-Based Conceptual Modeling: Case Study of a Tendering System. - Shuai Han, Wenbo Zhou, Shuai Lü, Jiayu Yu:
Regularly Updated Deterministic Policy Gradient Algorithm. - Shiyong Zhu, Jianquan Lu, Shun-ichi Azuma:
Pinning Controllability of Boolean Networks: Application to Large-Scale Genetic Networks. - Homanga Bharadhwaj, Dylan Turpin, Animesh Garg, Ashton Anderson:
De-anonymization of authors through arXiv submissions during double-blind review. - Zhangjie Cao, Erdem Biyik, Woodrow Z. Wang, Allan Raventos, Adrien Gaidon, Guy Rosman, Dorsa Sadigh:
Reinforcement Learning based Control of Imitative Policies for Near-Accident Driving. - Mohammad M. Jalalzai, Chen Feng, Costas Busch, Golden G. Richard III, Jianyu Niu:
The Hermes BFT for Blockchains. - Yi Liu, Veronika Rocková:
Variable Selection via Thompson Sampling. - Xiaozhe Hu, Kaiyi Wu, Ludmil T. Zikatanov:
A Posteriori Error Estimates for Multilevel Methods for Graph Laplacians. - Wenqiang Lei, Gangyi Zhang, Xiangnan He, Yisong Miao, Xiang Wang, Liang Chen, Tat-Seng Chua:
Interactive Path Reasoning on Graph for Conversational Recommendation. - Mohammad Rostami, Aram Galstyan:
Sequential Unsupervised Domain Adaptation through Prototypical Distributions. - Stefan Pillwein, Kurt Leimer, Michael Birsak, Przemyslaw Musialski:
On Elastic Geodesic Grids and Their Planar to Spatial Deployment. - Yang Liu, Pieter Ghysels, Lisa Claus, Xiaoye Sherry Li:
Sparse Approximate Multifrontal Factorization with Butterfly Compression for High Frequency Wave Equations. - Jordan Erskine, Chris Lehnert:
Developing cooperative policies for multi-stage tasks. - Julianne Chung, Eric de Sturler, Jiahua Jiang:
Hybrid Projection Methods with Recycling for Inverse Problems. - Guangchun Ruan, Haiwang Zhong, Guanglun Zhang, Yiliu He, Xuan Wang, Tianjiao Pu:
Review of Learning-Assisted Power System Optimization. - Marc T. Law, Jos Stam:
Ultrahyperbolic Representation Learning. - Jiarui Jin, Jiarui Qin, Yuchen Fang, Kounianhua Du, Weinan Zhang, Yong Yu, Zheng Zhang, Alexander J. Smola:
An Efficient Neighborhood-based Interaction Model for Recommendation on Heterogeneous Graph. - Minbyul Jeong, Mujeen Sung, Gangwoo Kim, Donghyeon Kim, Wonjin Yoon, Jaehyo Yoo, Jaewoo Kang:
Transferability of Natural Language Inference to Biomedical Question Answering. - Ching-Yao Chuang, Joshua Robinson, Yen-Chen Lin, Antonio Torralba, Stefanie Jegelka:
Debiased Contrastive Learning. - Yipeng Zhang, Hanjia Lyu, Yubao Liu, Xiyang Zhang, Yu Wang, Jiebo Luo:
Monitoring Depression Trend on Twitter during the COVID-19 Pandemic. - Wanrong Zhu, Xin Wang, Tsu-Jui Fu, An Yan, Pradyumna Narayana, Kazoo Sone, Sugato Basu, William Yang Wang:
Multimodal Text Style Transfer for Outdoor Vision-and-Language Navigation. - Xiaorui Liu, Yao Li, Rongrong Wang, Jiliang Tang, Ming Yan:
Linear Convergent Decentralized Optimization with Compression. - Cunxiang Wang, Shuailong Liang, Yili Jin, Yilong Wang, Xiaodan Zhu, Yue Zhang:
SemEval-2020 Task 4: Commonsense Validation and Explanation. - Dongxian Wu, Yisen Wang, Zhuobin Zheng, Shutao Xia:
Temporal Calibrated Regularization for Robust Noisy Label Learning. - Tiange Xiang, Chaoyi Zhang, Dongnan Liu, Yang Song, Heng Huang, Weidong Cai:
BiO-Net: Learning Recurrent Bi-directional Connections for Encoder-Decoder Architecture. - Trevor Ablett, Filip Maric, Jonathan Kelly:
Fighting Failures with FIRE: Failure Identification to Reduce Expert Burden in Intervention-Based Learning. - Vedant Nanda, Till Speicher, John P. Dickerson, Krishna P. Gummadi, Muhammad Bilal Zafar:
Unifying Model Explainability and Robustness via Machine-Checkable Concepts. - Kyle Bittner, Martine De Cock, Rafael Dowsley:
Private Speech Characterization with Secure Multiparty Computation. - Wanchun Liu, Girish N. Nair, Yonghui Li, Dragan Nesic, Branka Vucetic, H. Vincent Poor:
On the Latency, Rate and Reliability Tradeoff in Wireless Networked Control Systems for IIoT. - Ekaterina Artemova, Tatiana Batura, Anna Golenkovskaya, Vitaly Ivanin, Vladimir Ivanov, Veronika Sarkisyan, Ivan Smurov, Elena Tutubalina:
So What's the Plan? Mining Strategic Planning Documents. - Tixiao Shan, Brendan J. Englot, Drew Meyers, Wei Wang, Carlo Ratti, Daniela Rus:
LIO-SAM: Tightly-coupled Lidar Inertial Odometry via Smoothing and Mapping. - Suleiman Y. Yerima, Mohammed K. Alzaylaee:
Mobile Botnet Detection: A Deep Learning Approach Using Convolutional Neural Networks. - Tianyi Liang, Long Lan, Zhigang Luo:
Enhancing the Association in Multi-Object Tracking via Neighbor Graph. - Ben Bogin, Sanjay Subramanian, Matt Gardner, Jonathan Berant:
Latent Compositional Representations Improve Systematic Generalization in Grounded Question Answering. - So Yeon Min, Preethi Raghavan, Peter Szolovits:
TransINT: Embedding Implication Rules in Knowledge Graphs with Isomorphic Intersections of Linear Subspaces. - Daichi Kitamura, Kohei Yatabe:
Consistent Independent Low-Rank Matrix Analysis for Determined Blind Source Separation. - Maria Girardi, Cristina Padovani, Daniele Pellegrini, Leonardo Robol:
A finite element model updating method based on global optimization. - Zihan Jiang, Lei Wang, Xingwang Xiong, Wanling Gao, Chunjie Luo, Fei Tang, Chuanxin Lan, Hongxiao Li, Jianfeng Zhan:
HPC AI500: The Methodology, Tools, Roofline Performance Models, and Metrics for Benchmarking HPC AI Systems. - Jiachi Chen, Xin Xia, David Lo, John C. Grundy, Xiaohu Yang:
Maintaining Smart Contracts on Ethereum: Issues, Techniques, and Future Challenges. - Washim Uddin Mondal, Goutam Das:
On Exact Distribution of Poisson-Voronoi Area in K-tier HetNets with Generalized Association Rule. - Andreas Pfeuffer, Klaus Dietmayer:
Robust Semantic Segmentation in Adverse Weather Conditions by means of Fast Video-Sequence Segmentation. - Max Argus, Lukás Hermann, Jon Long, Thomas Brox:
FlowControl: Optical Flow Based Visual Servoing. - Severi Peltonen, Luca Mezzalira, Davide Taibi:
Motivations, Benefits, and Issues for Adopting Micro-Frontends: A Multivocal Literature Review. - Jonathan Kuck, Shuvam Chakraborty, Hao Tang, Rachel Luo, Jiaming Song, Ashish Sabharwal, Stefano Ermon:
Belief Propagation Neural Networks. - Lina Zhao, Eun-Jae Park, Eric T. Chung:
A pressure robust staggered discontinuous Galerkin method for the Stokes equations. - Arthur Drichel, Ulrike Meyer, Samuel Schüppen, Dominik Teubert:
Making Use of NXt to Nothing: The Effect of Class Imbalances on DGA Detection Classifiers. - Miguel de Prado, Romain Donze, Alessandro Capotondi, Manuele Rusci, Serge Monnerat, Luca Benini, Nuria Pazos:
Robust navigation with tinyML for autonomous mini-vehicles. - Valeriu Motroi, Stefan Ciobaca:
A Typo in the Paterson-Wegman-de Champeaux algorithm. - Mark J. Kilgard:
Polar Stroking: New Theory and Methods for Stroking Paths. - Guillaume Jaume, Pushpak Pati, Antonio Foncubierta-Rodríguez, Florinda Feroce, Giosue Scognamiglio, Anna Maria Anniciello, Jean-Philippe Thiran, Orcun Goksel, Maria Gabrani:
Towards Explainable Graph Representations in Digital Pathology. - Sabur Hassan Baidya, Pramod Shirol, Abhishek Basu, Ravi Prakash:
Employing WiFi Direct to Build a Wireless Network over both 2.4 GHz and 5.8 GHz bands. - Ryan Culkin, J. Edward Hu, Elias Stengel-Eskin, Guanghui Qin, Benjamin Van Durme:
Iterative Paraphrastic Augmentation with Discriminative Span Alignment. - Alessandro Simoni, Luca Bergamini, Andrea Palazzi, Simone Calderara, Rita Cucchiara:
Future Urban Scenes Generation Through Vehicles Synthesis. - Zhenghai Chen, Tiow Seng Tan, Hong-Yang Ong:
On Designing GPU Algorithms with Applications to Mesh Refinement. - Hui Li, Xiao-Jun Wu, Tariq S. Durrani:
NestFuse: An Infrared and Visible Image Fusion Architecture based on Nest Connection and Spatial/Channel Attention Models. - Anil Kurt, Gökhan Muzaffer Güvensen:
An Efficient Slow-Time Adaptation for Massive MIMO Hybrid Beamforming in mm-Wave Time-Varying Channels. - Klemens Esterle, Luis Gressenbuch, Alois C. Knoll:
Formalizing Traffic Rules for Machine Interpretability. - Minhyeok Lee, Junhee Seok:
Estimation with Uncertainty via Conditional Generative Adversarial Networks. - Kishor Datta Gupta, Zahid Akhtar, Dipankar Dasgupta:
Determining Sequence of Image Processing Technique (IPT) to Detect Adversarial Attacks. - Weizhu Qian, Bowei Chen, Franck Gechter:
Multi-Task Variational Information Bottleneck. - Kai Wan, Hua Sun, Mingyue Ji, Giuseppe Caire:
Distributed Linearly Separable Computation. - Clemens Damke, Vitalik Melnikov, Eyke Hüllermeier:
A Novel Higher-order Weisfeiler-Lehman Graph Convolution. - Alexander Heinrich, Milan Stute, Matthias Hollick:
DEMO: BTLEmap: Nmap for Bluetooth Low Energy. - Kuan Fang, Yuke Zhu, Silvio Savarese, Li Fei-Fei:
Adaptive Procedural Task Generation for Hard-Exploration Problems. - Pierre Ganty, Elena Gutiérrez, Pedro Valero:
A Quasiorder-based Perspective on Residual Automata. - Evangelia Kyrimi, Mariana Raniere Neves, Scott McLachlan, Martin Neil, William Marsh, Norman E. Fenton:
Medical idioms for clinical Bayesian network development. - Rubing Huang, Quanjun Zhang, Dave Towey, Weifeng Sun, Jinfu Chen:
Regression Test Case Prioritization by Code Combinations Coverage. - Juanping Zhu, Hairong Gu:
Can Global Optimization Strategy Outperform Myopic Strategy for Bayesian Parameter Estimation? - Casper Hansen, Christian Hansen, Jakob Grue Simonsen, Stephen Alstrup, Christina Lioma:
Unsupervised Semantic Hashing with Pairwise Reconstruction. - Tasfia Shermin, Guojun Lu, Shyh Wei Teng, M. Manzur Murshed, Ferdous Sohel:
Open Set Domain Adaptation with Multi-Classifier Adversarial Network. - Digby Chappell, Ke Wang, Petar Kormushev:
Asynchronous Real-Time Optimization of Footstep Placement and Timing in Bipedal Walking Robots. - Joost van Amersfoort, Milad Alizadeh, Sebastian Farquhar, Nicholas D. Lane, Yarin Gal:
Single Shot Structured Pruning Before Training. - Ahmad Deeb, Aziz Hamdouni, Dina Razafindralandy:
Performance of Borel-Laplace integrator for the resolution of stiff and non-stiff problems. - Tuan Dam, Carlo D'Eramo, Jan Peters, Joni Pajarinen:
Convex Regularization in Monte-Carlo Tree Search. - Yizhak Ben-Shabat, Xin Yu, Fatemeh Sadat Saleh, Dylan Campbell, Cristian Rodriguez Opazo, Hongdong Li, Stephen Gould:
The IKEA ASM Dataset: Understanding People Assembling Furniture through Actions, Objects and Pose. - Minesh Mathew, Dimosthenis Karatzas, R. Manmatha, C. V. Jawahar:
DocVQA: A Dataset for VQA on Document Images. - Scott Pesme, Nicolas Flammarion:
Online Robust Regression via SGD on the l1 loss. - Tom Gustafsson, Rolf Stenberg, Juha H. Videman:
Nitsche's method for Kirchhoff plates.