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ORCIDCoRR, December 2020
- Ondrej Prazák, Pavel Pribán, Stephen Taylor, Jakub Sido:
UWB at SemEval-2020 Task 1: Lexical Semantic Change Detection. - Abdellatif Ben Makhlouf:
A Novel Finite Time Stability Analysis of Nonlinear Fractional-Order Time Delay Systems: A Fixed Point Approach. - Liye Fu, Susan R. Fussell, Cristian Danescu-Niculescu-Mizil:
Facilitating the Communication of Politeness through Fine-Grained Paraphrasing. - Shihao Song, Anup Das, Onur Mutlu, Nagarajan Kandasamy:
Aging-Aware Request Scheduling for Non-Volatile Main Memory. - Wen Xiao, Giuseppe Carenini:
Systematically Exploring Redundancy Reduction in Summarizing Long Documents. - Haoxiang Ma, Jie Fu:
Attention-Based Planning with Active Perception. - Shreya Malani, Dinesh Gaurav, Anoop Vallabhajosyula, Rahul Agrawal:
Diversifying Relevant Phrases. - Zhaoyuan Fang, Ayush Jain, Gabriel Sarch, Adam W. Harley, Katerina Fragkiadaki:
Move to See Better: Towards Self-Supervised Amodal Object Detection. - Trang T. Le, William G. La Cava, Joseph D. Romano, John T. Gregg, Daniel J. Goldberg, Praneel Chakraborty
, Natasha L. Ray, Daniel S. Himmelstein, Weixuan Fu, Jason H. Moore:
PMLB v1.0: an open source dataset collection for benchmarking machine learning methods. - Gergely Buza, George Haller, Shobhit Jain:
Integral Equations & Model Reduction For Fast Computation of Nonlinear Periodic Response. - Zhenhua Shi, Dongrui Wu, Chenfeng Guo, Changming Zhao, Yuqi Cui, Fei-Yue Wang:
FCM-RDpA: TSK Fuzzy Regression Model Construction Using Fuzzy C-Means Clustering, Regularization, DropRule, and Powerball AdaBelief. - Yihao Zhang, Zhaojie Chai, George Lykotrafitis:
Deep reinforcement learning with a particle dynamics environment applied to emergency evacuation of a room with obstacles. - João Bento, Pedro Saleiro, André Ferreira Cruz, Mário A. T. Figueiredo, Pedro Bizarro:
TimeSHAP: Explaining Recurrent Models through Sequence Perturbations. - Anusha Lalitha, Tara Javidi:
On Error Exponents of Almost-Fixed-Length Channel Codes and Hypothesis Tests. - Zachary Taschdjian:
Why Did the Robot Cross the Road? A User Study of Explanation in Human-Robot Interaction. - Eduard Eiben, Robert Ganian, Dusan Knop, Sebastian Ordyniak, Michal Pilipczuk, Marcin Wrochna:
Integer Programming and Incidence Treedepth. - Saulo Martiello Mastelini, André Carlos Ponce de Leon Ferreira de Carvalho:
Using dynamical quantization to perform split attempts in online tree regressors. - Federica Cecchetto, Vera Traub, Rico Zenklusen:
Bridging the Gap Between Tree and Connectivity Augmentation: Unified and Stronger Approaches. - Qihao Liu, Weichao Qiu, Weiyao Wang, Gregory D. Hager, Alan L. Yuille:
Nothing But Geometric Constraints: A Model-Free Method for Articulated Object Pose Estimation. - Jorge Kysnney Santos Kamassury, Danilo Silva:
Iterative Error Decimation for Syndrome-Based Neural Network Decoders. - Eylem Erdogan, Ibrahim Altunbas, Nihat Kabaoglu, Halim Yanikomeroglu:
A Cognitive Radio Enabled RF/FSO Communication Model for Aerial Relay Networks: Possible Configurations and Opportunities. - Jürgen Dieber, Sabrina Kirrane:
Why model why? Assessing the strengths and limitations of LIME. - P. G. J. Persoon, R. N. A. Bekkers, Floor Alkemade:
How cumulative is technological knowledge? - Amish Mittal, Sourav Sahoo, Arnhav Datar, Juned Kadiwala, Hrithwik Shalu, Jimson Mathew:
Multi-Modal Detection of Alzheimer's Disease from Speech and Text. - Aqeeb Iqbal Arka, Biresh Kumar Joardar, Ryan Gary Kim, Dae Hyun Kim, Janardhan Rao Doppa, Partha Pratim Pande:
HeM3D: Heterogeneous Manycore Architecture Based on Monolithic 3D Vertical Integration. - Nang Laik Ma, Gim Hong Chua:
Using Data Analytics to predict students score. - Ivoline C. Ngong, Krystal Maughan, Joseph P. Near:
Towards Auditability for Fairness in Deep Learning. - Matthias Schäfer, Martin Strohmeier, Mauro Leonardi, Vincent Lenders:
LocaRDS: A Localization Reference Data Set. - G. Michele Pinna:
A new operational representation of dependencies in Event Structures. - Xin Xing, Gongbo Liang, Hunter Blanton, Muhammad Usman Rafique, Chris Wang, Ai-Ling Lin, Nathan Jacobs:
Dynamic Image for 3D MRI Image Alzheimer's Disease Classification. - Yujia Xie, Yixiu Mao, Simiao Zuo, Hongteng Xu, Xiaojing Ye, Tuo Zhao, Hongyuan Zha:
A Hypergradient Approach to Robust Regression without Correspondence. - Kanthashree Mysore Sathyendra, Samridhi Choudhary, Leah Nicolich-Henkin:
Extreme Model Compression for On-device Natural Language Understanding. - Sungbin Choi:
Utilizing UNet for the future traffic map prediction task Traffic4cast challenge 2020. - William Kuszmaul, Alek Westover:
The Variable-Processor Cup Game. - Guosheng Fu, Wenzheng Kuang:
A monolithic divergence-conforming HDG scheme for a linear fluid-structure interaction model. - Zhidong Lu, Florian Holzapfel:
Stability and Performance Analysis for SISO Incremental Flight Control. - Sutanay Choudhury, Jenna A. Bilbrey, Logan T. Ward, Sotiris S. Xantheas, Ian T. Foster, Joseph P. Heindel, Ben Blaiszik, Marcus E. Schwarting:
HydroNet: Benchmark Tasks for Preserving Intermolecular Interactions and Structural Motifs in Predictive and Generative Models for Molecular Data. - Vijay Ravi, Yile Gu, Ankur Gandhe, Ariya Rastrow, Linda Liu, Denis Filimonov, Scott Novotney, Ivan Bulyko:
Improving accuracy of rare words for RNN-Transducer through unigram shallow fusion. - Yingtai Xiao, Zeyu Ding, Yuxin Wang, Danfeng Zhang, Daniel Kifer:
Optimizing Fitness-For-Use of Differentially Private Linear Queries. - Harry Halpin:
A Critique of Immunity Passports and W3C Decentralized Identifiers. - Jiaqi Li, Ross Drummond, Stephen R. Duncan:
Robust error bounds for quantised and pruned neural networks. - Umair Mohammad, Sameh Sorour, Mohamed Hefeida:
Task Allocation for Asynchronous Mobile Edge Learning with Delay and Energy Constraints. - Gergo Merkely, Alireza Borjali, Molly Zgoda, Evan M. Farina, Simon Görtz, Orhun K. Muratoglu, Christian Lattermann, Kartik M. Varadarajan:
Improved Diagnosis of Tibiofemoral Cartilage Defects on MRI Images Using Deep Learning. - Hanchen Xie, Mohamed E. Hussein, Aram Galstyan, Wael Abd-Almageed:
MUSCLE: Strengthening Semi-Supervised Learning Via Concurrent Unsupervised Learning Using Mutual Information Maximization. - Pedro Domingos:
Every Model Learned by Gradient Descent Is Approximately a Kernel Machine. - Abu Jahid, Mohammed H. Alsharif, Trevor J. Hall:
A Contemporary Survey on Free Space Optical Communication: Potential, Technical Challenges, Recent Advances and Research Direction. - Benjamin Y. Cho, Jeageun Jung, Mattan Erez:
Accelerating Bandwidth-Bound Deep Learning Inference with Main-Memory Accelerators. - Pratheep Bondalapati, Abhishek Tiwari, Mustafa Emin Sahin, Qi Tang, Srishti Saraswat, Vishvas Suryakumar, Ali Yazdan, Julius Kusuma, Amit Dubey:
SuperCell: A Wide-Area Coverage Solution Using High-Gain, High-Order Sectorized Antennas on Tall Towers. - Yulia T. Peet, Matthew M. Peet:
A New Treatment of Boundary Conditions in PDE Solutions with Galerkin Methods via Partial Integral Equation Framework. - Bahador Bahmani, WaiChing Sun:
An accelerated hybrid data-driven/model-based approach for poroelasticity problems with multi-fidelity multi-physics data. - Satya Narayan Shukla, Benjamin M. Marlin:
A Survey on Principles, Models and Methods for Learning from Irregularly Sampled Time Series: From Discretization to Attention and Invariance. - Maxwell Van Gelder, Mitchell Wortsman, Kiana Ehsani:
Deconstructing the Structure of Sparse Neural Networks. - Dineshan Subramoney, Clement N. Nyirenda:
A Comparative Evaluation of Population-based Optimization Algorithms for Workflow Scheduling in Cloud-Fog Environments. - Benjamin Choi, John Kamalu:
Crowd-Sourced Road Quality Mapping in the Developing World. - Shuiyuan Yu, Chunshan Xu, Haitao Liu:
Statistical patterns of word frequency suggesting the probabilistic nature of human languages. - Sven Buechel, Luise Modersohn, Udo Hahn:
Towards a Unified Framework for Emotion Analysis. - Aliaksei L. Petsiuk, Joshua M. Pearce:
Open Source 3-D Filament Diameter Sensor for Recycling, Winding and Additive Manufacturing Machines. - Anand Jayarajan, Kimberly Hau, Andrew Goodwin, Gennady Pekhimenko:
LifeStream: A High-performance Stream Processing Engine for Waveform Data. - Muhammad Usman:
Lightweight Encryption for the Low Powered IoT Devices. - Luca Saglietti, Lenka Zdeborová:
Solvable Model for Inheriting the Regularization through Knowledge Distillation. - Pascal Sturmfels, Jesse Vig, Ali Madani, Nazneen Fatema Rajani:
Profile Prediction: An Alignment-Based Pre-Training Task for Protein Sequence Models. - Michelle A. Lee, Matthew Tan, Yuke Zhu, Jeannette Bohg:
Detect, Reject, Correct: Crossmodal Compensation of Corrupted Sensors. - Zhibin Li, Jian Zhang, Yongshun Gong, Yazhou Yao, Qiang Wu:
Field-wise Learning for Multi-field Categorical Data. - Peng Peng, Jiugen Wang:
How to fine-tune deep neural networks in few-shot learning? - Eric Bolton, Alex Calderwood, Niles Christensen, Jerome Kafrouni, Iddo Drori:
High Quality Real-Time Structured Debate Generation. - Chuan-Chi Wang, Ying-Chiao Liao, Ming-Chang Kao, Wen-Yew Liang, Shih-Hao Hung:
Toward Accurate Platform-Aware Performance Modeling for Deep Neural Networks. - Kunming Luo, Chuan Wang, Shuaicheng Liu, Haoqiang Fan, Jue Wang, Jian Sun:
UPFlow: Upsampling Pyramid for Unsupervised Optical Flow Learning. - Petros Papadopoulos, David W. Coit, Ahmed Aziz Ezzat:
Seizing Opportunity: Maintenance Optimization in Offshore Wind Farms Considering Dispatch, Accessibility, and Production. - Claudia Flores-Saviaga, Jessica Hammer, Juan Pablo Flores, Joseph Seering, Stuart Reeves, Saiph Savage:
Audience and Streamer Participation at Scale on Twitch. - Shatil Rahman, Steven L. Waslander:
Uncertainty-Constrained Differential Dynamic Programming in Belief Space for Vision Based Robots. - Saqib Ejaz Awan, Mohammed Bennamoun, Ferdous Sohel, Frank M. Sanfilippo, Girish Dwivedi:
Imputation of Missing Data with Class Imbalance using Conditional Generative Adversarial Networks. - Jihao Fan, Jun Li, Jianxin Wang, Zhihui Wei, Min-Hsiu Hsieh:
Asymmetric Quantum Concatenated and Tensor Product Codes with Large Z-Distances. - Cheng Lin, Changjian Li, Yuan Liu, Nenglun Chen, Yi-King Choi, Wenping Wang:
Point2Skeleton: Learning Skeletal Representations from Point Clouds. - Jalal Arabneydi, Amir G. Aghdam:
A Mean-Field Team Approach to Minimize the Spread of Infection in a Network. - Dongjiang Li, Jinyu Miao, Xuesong Shi, Yuxin Tian, Qiwei Long, Ping Guo, Hongfei Yu, Wei Yang, Haosong Yue, Qi Wei, Fei Qiao:
RaP-Net: A Region-wise and Point-wise Weighting Network to Extract Robust Keypoints for Indoor Localization. - Qianli Zhou, Yong Deng:
Fractal-based belief entropy. - Nithin Raghavan, Punarjay Chakravarty, Shubham Shrivastava:
Sim2Real for Self-Supervised Monocular Depth and Segmentation. - Weixuan Sun, Jing Zhang, Nick Barnes:
3D Guided Weakly Supervised Semantic Segmentation. - Charles P. Martin, Benjamin Forster, Hanna Cormick:
Cross-artform performance using networked interfaces: Last Man to Die's Vital LMTD. - Charles P. Martin, Chi-Hsia Lai:
Strike on Stage: a percussion and media performance. - Cheng Yan, Xin Li, Guoqiang Li:
A New Action Recognition Framework for Video Highlights Summarization in Sporting Events. - Andrew Shepley, Gregory Falzon, Paul Kwan:
Confluence: A Robust Non-IoU Alternative to Non-Maxima Suppression in Object Detection. - Amine Mezghani, Robert W. Heath Jr.:
Massive MIMO precoding and spectral shaping with low resolution DACs and active constellation extension. - Abhiroop Bhattacharjee, Lakshya Bhatnagar, Youngeun Kim, Priyadarshini Panda:
NEAT: Non-linearity Aware Training for Accurate and Energy-Efficient Implementation of Neural Networks on 1T-1R Memristive Crossbars. - Charles Martin:
Performing with a Mobile Computer System for Vibraphone. - Hongyang Du, Jiayi Zhang, Ke Guan, Bo Ai, Thomas Kürner:
Reconfigurable Intelligent Surface Aided TeraHertz Communications Under Misalignment and Hardware Impairments. - Xiaoqi Wang, Jiayi Zhang, Hongyang Du, Ning Wang, Bo Ai:
Secrecy Performance of Body-Centric Communications over Alternate Rician Shadowed Fading Channels. - Jiayi Zhang, Hongyang Du, Qiang Sun, Derrick Wing Kwan Ng, Bo Ai:
Physical Layer Security Enhancement with Reconfigurable Intelligent Surface-Assisted Networks. - Vinobha A, Senthil Velan S, Chitra Babu:
Evaluation of Reusability in Aspect Oriented Software using Inheritance Metrics. - Parthipan S, Senthil Velan S, Chitra Babu:
Design Level Metrics to Measure the Complexity Across Versions of AO Software. - Varun M. Gudibanda, Franziska Weber, Yukun Yue:
Convergence analysis of a fully discrete energy-stable numerical scheme for the Q-tensor flow of liquid crystals. - Santiago Badia, Manuel Caicedo, Alberto F. Martín, Javier Principe:
A robust and scalable unfitted adaptive finite element framework for nonlinear solid mechanics. - Sunhee Hwang, Sungho Park, Dohyung Kim, Mirae Do, Hyeran Byun:
FairFaceGAN: Fairness-aware Facial Image-to-Image Translation. - Chris Monico, Ayan Mahalanobis:
A remark on MAKE - a Matrix Action Key Exchange. - Vicky Zeng, Timothy E. Lee, Jacky Liang, Oliver Kroemer:
Visual Identification of Articulated Object Parts. - Huy Truong Dinh, Daehee Kim:
MILP-based Imitation Learning for HVAC control. - Takayuki Osakabe, Miki Tanaka, Yuma Kinoshita, Hitoshi Kiya:
CycleGAN without checkerboard artifacts for counter-forensics of fake-image detection. - Mahfuz Ahmed Masum, Sheikh Junayed Ahmed, Ayesha Tasnim, Md Saiful Islam:
BAN-ABSA: An Aspect-Based Sentiment Analysis dataset for Bengali and it's baseline evaluation. - Travis Greene, Galit Shmueli, Jan Fell, Ching-Fu Lin, Mark L. Shope, Han-Wei Liu:
The Hidden Inconsistencies Introduced by Predictive Algorithms in Judicial Decision Making. - Donghuo Zeng, Yi Yu, Keizo Oyama:
MTM Dataset for Joint Representation Learning among Sheet Music, Lyrics, and Musical Audio? - Wenhao Luo, Hai-Han Sun, Yee Hui Lee, Abdulkadir C. Yucel, Genevieve Ow, Mohamed Lokman Mohd Yusof:
Effects of Intermediate Frequency Bandwidth on Stepped Frequency Ground Penetrating Radar. - Wesley Pegden, Anish Sevekari:
Comb inequalities for typical Euclidean TSP instances. - Charles P. Martin, Henry Gardner, Ben Swift:
Tracking Ensemble Performance on Touch-Screens with Gesture Classification and Transition Matrices. - Shengyang Chen, Han Chen, Weifeng Zhou, Chih-Yung Wen, Boyang Li:
End-to-End UAV Simulation for Visual SLAM and Navigation. - Liyuan Pan, Shah Chowdhury, Richard Hartley, Miaomiao Liu, Hongguang Zhang, Hongdong Li:
Dual Pixel Exploration: Simultaneous Depth Estimation and Image Restoration. - Kakeru Ohki, Ayako Hashizume, Masaki Aida:
Independence of the Fundamental Equation of the Oscillation Model on Algebraic Representations: Social Media Echo Chamber Effect. - Tobias Schlagenhauf, Tim Brander, Jürgen Fleischer:
A Stitching Algorithm for Automated Surface Inspection of Rotationally Symmetric Components. - Zeinab Bahramizadeh, Mojtaba Nazari, Mohammad Khorsand Zak, Zahra Yarahmadi:
Minimal residual Hermitian and skew-Hermitian splitting iteration method for the continuous Sylvester equation. - Gyula Pap, József Varnyú:
Synchronized Traveling Salesman Problem. - Mengqi Guo, Yutong Bai, Zhishuai Zhang, Adam Kortylewski, Alan L. Yuille:
Unsupervised Part Discovery via Feature Alignment. - Sanae Amani, Christos Thrampoulidis:
Decentralized Multi-Agent Linear Bandits with Safety Constraints. - Jiaxin Guo, Lian Fu, Mingkai Jia, Kaijun Wang, Shan Liu:
Fast and Robust Bin-picking System for Densely Piled Industrial Objects. - Youngwan Lee, Hyungil Kim, Kimin Yun, Jinyoung Moon:
Diverse Temporal Aggregation and Depthwise Spatiotemporal Factorization for Efficient Video Classification. - Mingbao Lin, Rongrong Ji, Xiaoshuai Sun, Baochang Zhang, Feiyue Huang, Yonghong Tian, Dacheng Tao:
Fast Class-wise Updating for Online Hashing. - Sota Sato, Masaki Waga, Ichiro Hasuo:
Constrained Optimization for Falsification and Conjunctive Synthesis. - Youngkyu Hong, Seungju Han, Kwanghee Choi, Seokjun Seo, Beomsu Kim, Buru Chang:
Disentangling Label Distribution for Long-tailed Visual Recognition. - Prithvi Kantan, Erika G. Spaich, Sofia Dahl:
A Technical Framework for Musical Biofeedback in Stroke Rehabilitation. - Markus Clemens, Fotios Kasolis, Marvin-Lucas Henkel, B. Kähne, Michael Günther:
A Two-Step Darwin Model Time Domain Formulation for Quasistatic Electromagnetic Field Calculations. - Maxime Oquab, Pierre Stock, Oran Gafni, Daniel Haziza, Tao Xu, Peizhao Zhang, Onur Celebi, Yana Hasson, Patrick Labatut, Bobo Bose-Kolanu, Thibault Peyronel, Camille Couprie:
Low Bandwidth Video-Chat Compression using Deep Generative Models. - Abhijit Mudigonda, R. Ryan Williams:
Time-Space Lower Bounds for Simulating Proof Systems with Quantum and Randomized Verifiers. - Guangrui Wang, Zhengshuo Li:
Enhanced Sufficient Battery Model for Aggregate Flexibility of Thermostatically Controlled Loads Considering Coupling Constraints. - Sedrick Scott Keh:
Semi-Supervised Noisy Student Pre-training on EfficientNet Architectures for Plant Pathology Classification. - Sachin Thukral, Suyash Sangwan, Arnab Chatterjee, Lipika Dey:
Identifying pandemic-related stress factors from social-media posts - effects on students and young-adults. - Hannes Hagmar, Robert Eriksson, Le Anh Tuan:
Comparison of security margin estimation methods under various load configurations. - Bidisha Sharma, Xiaoxue Gao, Karthika Vijayan, Xiaohai Tian, Haizhou Li:
NHSS: A Speech and Singing Parallel Database. - Bernard Haasdonk, Boumediene Hamzi, Gabriele Santin, Dominik Wittwar:
Kernel methods for center manifold approximation and a data-based version of the Center Manifold Theorem. - Ahmed Mohamed Abdelmoniem, Brahim Bensaou:
Design and Implementation of Fair Congestion Control for Data Centers Networks. - Goluck Konuko, Giuseppe Valenzise, Stéphane Lathuilière:
Ultra-low bitrate video conferencing using deep image animation. - Wenqiang Yi, Yuanwei Liu, Arumugam Nallanathan:
Signal Fractions Analysis and Safety-Distance Modeling in V2V Inter-lane Communications. - Song-Kyoo Kim, Chan Yeob Yeun, Paul D. Yoo, Nai-Wei Lo, Ernesto Damiani:
Deep Learning-Based Arrhythmia Detection Using RR-Interval Framed Electrocardiograms.