5 of Latest Published Articles:
Artificial Intelligence
#ArtificialIntelligence
π Minimizing Close-k Aggregate Loss Improves Classification
π₯ Bryan He, James Zou
π PDF
π Learning Beam Search Policies via Imitation Learning
π₯ Renato Negrinho, Matthew R. Gormley, Geoffrey J. Gordon
π PDF
π Modeling Attention Flow on Graphs
π₯ Xiaoran Xu, Songpeng Zu, Chengliang Gao, Yuan Zhang, Wei Feng
π PDF
π Hybrid Pruning: Thinner Sparse Networks for Fast Inference on Edge Devices
π₯ Xiaofan Xu, Mi Sun Park, Cormac Brick
π PDF
π Bias Reduction via End-to-End Shift Learning: Application to Citizen Science
π₯ Di Chen, Carla P. Gomes
π PDF
#ArtificialIntelligence
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Artificial Intelligence
#ArtificialIntelligence
π Minimizing Close-k Aggregate Loss Improves Classification
π₯ Bryan He, James Zou
π PDF
π Learning Beam Search Policies via Imitation Learning
π₯ Renato Negrinho, Matthew R. Gormley, Geoffrey J. Gordon
π PDF
π Modeling Attention Flow on Graphs
π₯ Xiaoran Xu, Songpeng Zu, Chengliang Gao, Yuan Zhang, Wei Feng
π PDF
π Hybrid Pruning: Thinner Sparse Networks for Fast Inference on Edge Devices
π₯ Xiaofan Xu, Mi Sun Park, Cormac Brick
π PDF
π Bias Reduction via End-to-End Shift Learning: Application to Citizen Science
π₯ Di Chen, Carla P. Gomes
π PDF
#ArtificialIntelligence
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5 of Latest Published Articles:
Hardware Architecture
#HardwareArchitecture
π MPNA: A Massively-Parallel Neural Array Accelerator with Dataflow Optimization for Convolutional Neural Networks
π₯ Muhammad Abdullah Hanif, Rachmad Vidya Wicaksana Putra, Muhammad Tanvir, Rehan Hafiz, Semeen Rehman, Muhammad Shafique
π PDF
π Neuromorphic hardware as a self-organizing computing system
π₯ Lyes Khacef, Bernard Girau, Nicolas Rougier, Andres Upegui, Benoit Miramond
π PDF
π Architectural exploration of heterogeneous memory systems
π₯ M. Horro, G. RodrΓguez, J. TouriΓ±o, M. T. Kandemir
π PDF
π Criticality Aware Soft Error Mitigation in the Configuration Memory of SRAM based FPGA
π₯ Swagata Mandal, Sreetama Sarkar, Wong Ming Ming, Anupam Chattopadhyay, Amlan Chakrabarti
π PDF
π Learning-based Application-Agnostic 3D NoC Design for Heterogeneous Manycore Systems
π₯ Biresh Kumar Joardar, Ryan Gary Kim, Janardhan Rao Doppa, Partha Pratim Pande, Diana Marculescu, Radu Marculescu
π PDF
#HardwareArchitecture
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Hardware Architecture
#HardwareArchitecture
π MPNA: A Massively-Parallel Neural Array Accelerator with Dataflow Optimization for Convolutional Neural Networks
π₯ Muhammad Abdullah Hanif, Rachmad Vidya Wicaksana Putra, Muhammad Tanvir, Rehan Hafiz, Semeen Rehman, Muhammad Shafique
π PDF
π Neuromorphic hardware as a self-organizing computing system
π₯ Lyes Khacef, Bernard Girau, Nicolas Rougier, Andres Upegui, Benoit Miramond
π PDF
π Architectural exploration of heterogeneous memory systems
π₯ M. Horro, G. RodrΓguez, J. TouriΓ±o, M. T. Kandemir
π PDF
π Criticality Aware Soft Error Mitigation in the Configuration Memory of SRAM based FPGA
π₯ Swagata Mandal, Sreetama Sarkar, Wong Ming Ming, Anupam Chattopadhyay, Amlan Chakrabarti
π PDF
π Learning-based Application-Agnostic 3D NoC Design for Heterogeneous Manycore Systems
π₯ Biresh Kumar Joardar, Ryan Gary Kim, Janardhan Rao Doppa, Partha Pratim Pande, Diana Marculescu, Radu Marculescu
π PDF
#HardwareArchitecture
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5 of Latest Published Articles:
Computational Complexity
#ComputationalComplexity
π Exact Channel Synthesis
π₯ Lei Yu, Vincent Y. F. Tan
π PDF
π Average-Case Quantum Advantage with Shallow Circuits
π₯ FranΓ§ois Le Gall
π PDF
π Adversarial Risk and Robustness: General Definitions and Implications for the Uniform Distribution
π₯ Dimitrios I. Diochnos, Saeed Mahloujifar, Mohammad Mahmoody
π PDF
π On the Power of Quantum Queue Automata in Real-time
π₯ Amandeep Singh Bhatia, Ajay Kumar
π PDF
π Simon's problem for linear functions
π₯ Joran van Apeldoorn, Sander Gribling
π PDF
#ComputationalComplexity
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Computational Complexity
#ComputationalComplexity
π Exact Channel Synthesis
π₯ Lei Yu, Vincent Y. F. Tan
π PDF
π Average-Case Quantum Advantage with Shallow Circuits
π₯ FranΓ§ois Le Gall
π PDF
π Adversarial Risk and Robustness: General Definitions and Implications for the Uniform Distribution
π₯ Dimitrios I. Diochnos, Saeed Mahloujifar, Mohammad Mahmoody
π PDF
π On the Power of Quantum Queue Automata in Real-time
π₯ Amandeep Singh Bhatia, Ajay Kumar
π PDF
π Simon's problem for linear functions
π₯ Joran van Apeldoorn, Sander Gribling
π PDF
#ComputationalComplexity
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5 of Latest Published Articles:
Computational Engineering, Finance, and Science
#ComputationalEngineeringFinanceandScience
π Memory footprint reduction for the FFT-based volume integral equation method via tensor decompositions
π₯ Ilias I. Giannakopoulos, Mikhail S. Litsarev, Athanasios G. Polimeridis
π PDF
π AMPS: A Real-time Mesh Cutting Algorithm for Surgical Simulations
π₯ Yu-Hong Yeung, Alex Pothen, Jessica Crouch
π PDF
π Exploring Parallel-in-Time Approaches for Eddy Current Problems
π₯ Stephanie Friedhoff, Jens Hahne, Iryna Kulchytska-Ruchka, Sebastian SchΓΆps
π PDF
π Modelling visual-vestibular integration and behavioural adaptation in the driving simulator
π₯ Gustav Markkula, Richard Romano, Rachel Waldram, Oscar Giles, Callum Mole, Richard Wilkie
π PDF
π Application of Clustering Methods to Anomaly Detection in Fibrous Media
π₯ Denis Dresvyanskiy, Tatiana Karaseva, Sergei Mitrofanov, Claudia Redenbach, Stefanie Schwaar, Vitalii Makogin, Evgeny Spodarev
π PDF
#ComputationalEngineeringFinanceandScience
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Computational Engineering, Finance, and Science
#ComputationalEngineeringFinanceandScience
π Memory footprint reduction for the FFT-based volume integral equation method via tensor decompositions
π₯ Ilias I. Giannakopoulos, Mikhail S. Litsarev, Athanasios G. Polimeridis
π PDF
π AMPS: A Real-time Mesh Cutting Algorithm for Surgical Simulations
π₯ Yu-Hong Yeung, Alex Pothen, Jessica Crouch
π PDF
π Exploring Parallel-in-Time Approaches for Eddy Current Problems
π₯ Stephanie Friedhoff, Jens Hahne, Iryna Kulchytska-Ruchka, Sebastian SchΓΆps
π PDF
π Modelling visual-vestibular integration and behavioural adaptation in the driving simulator
π₯ Gustav Markkula, Richard Romano, Rachel Waldram, Oscar Giles, Callum Mole, Richard Wilkie
π PDF
π Application of Clustering Methods to Anomaly Detection in Fibrous Media
π₯ Denis Dresvyanskiy, Tatiana Karaseva, Sergei Mitrofanov, Claudia Redenbach, Stefanie Schwaar, Vitalii Makogin, Evgeny Spodarev
π PDF
#ComputationalEngineeringFinanceandScience
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5 of Latest Published Articles:
Computational Geometry
#ComputationalGeometry
π Multilevel Planarity
π₯ Lukas Barth, Guido BrΓΌckner, Paul Jungeblut, Marcel Radermacher
π PDF
π Tabby: Explorable Design for 3D Printing Textures
π₯ Ryo Suzuki, Koji Yatani, Mark D. Gross, Tom Yeh
π PDF
π Coresets for $k$-Means and $k$-Median Clustering and their Applications
π₯ Sariel Har-Peled, Soham Mazumdar
π PDF
π Computational geometry and the U.S. Supreme Court
π₯ Noah Giansiracusa, Cameron Ricciardi
π PDF
π Better approximation algorithm for point-set diameter
π₯ Mahdi Imanparast, Seyed Naser Hashemi
π PDF
#ComputationalGeometry
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Computational Geometry
#ComputationalGeometry
π Multilevel Planarity
π₯ Lukas Barth, Guido BrΓΌckner, Paul Jungeblut, Marcel Radermacher
π PDF
π Tabby: Explorable Design for 3D Printing Textures
π₯ Ryo Suzuki, Koji Yatani, Mark D. Gross, Tom Yeh
π PDF
π Coresets for $k$-Means and $k$-Median Clustering and their Applications
π₯ Sariel Har-Peled, Soham Mazumdar
π PDF
π Computational geometry and the U.S. Supreme Court
π₯ Noah Giansiracusa, Cameron Ricciardi
π PDF
π Better approximation algorithm for point-set diameter
π₯ Mahdi Imanparast, Seyed Naser Hashemi
π PDF
#ComputationalGeometry
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5 of Latest Published Articles:
Computation and Language
#ComputationandLanguage
π The Natural Auditor: How To Tell If Someone Used Your Words To Train Their Model
π₯ Congzheng Song, Vitaly Shmatikov
π PDF
π A bird's-eye view on coherence, and a worm's-eye view on cohesion
π₯ Woon Sang Cho, Pengchuan Zhang, Yizhe Zhang, Xiujun Li, Michel Galley, Mengdi Wang, Jianfeng Gao
π PDF
π Multilingual NMT with a language-independent attention bridge
π₯ RaΓΊl VΓ‘zquez, Alessandro Raganato, JΓΆrg Tiedemann, Mathias Creutz
π PDF
π A Corpus for Reasoning About Natural Language Grounded in Photographs
π₯ Alane Suhr, Stephanie Zhou, Iris Zhang, Huajun Bai, Yoav Artzi
π PDF
π Unsupervised Dual-Cascade Learning with Pseudo-Feedback Distillation for Query-based Extractive Summarization
π₯ Haggai Roitman, Guy Feigenblat, David Konopnicki, Doron Cohen, Odellia Boni
π PDF
#ComputationandLanguage
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Computation and Language
#ComputationandLanguage
π The Natural Auditor: How To Tell If Someone Used Your Words To Train Their Model
π₯ Congzheng Song, Vitaly Shmatikov
π PDF
π A bird's-eye view on coherence, and a worm's-eye view on cohesion
π₯ Woon Sang Cho, Pengchuan Zhang, Yizhe Zhang, Xiujun Li, Michel Galley, Mengdi Wang, Jianfeng Gao
π PDF
π Multilingual NMT with a language-independent attention bridge
π₯ RaΓΊl VΓ‘zquez, Alessandro Raganato, JΓΆrg Tiedemann, Mathias Creutz
π PDF
π A Corpus for Reasoning About Natural Language Grounded in Photographs
π₯ Alane Suhr, Stephanie Zhou, Iris Zhang, Huajun Bai, Yoav Artzi
π PDF
π Unsupervised Dual-Cascade Learning with Pseudo-Feedback Distillation for Query-based Extractive Summarization
π₯ Haggai Roitman, Guy Feigenblat, David Konopnicki, Doron Cohen, Odellia Boni
π PDF
#ComputationandLanguage
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5 of Latest Published Articles:
Cryptography and Security
#CryptographyandSecurity
π The Natural Auditor: How To Tell If Someone Used Your Words To Train Their Model
π₯ Congzheng Song, Vitaly Shmatikov
π PDF
π Semi-Finite Length Analysis for Information Theoretic Tasks
π₯ Masahito Hayashi
π PDF
π Encryption-then-Compression Systems using Grayscale-based Image Encryption for JPEG Images
π₯ Tatsuya Chuman, Warit Sirichotedumrong, Hitoshi Kiya
π PDF
π Formally Verified Hardware/Software Co-Design for Remote Attestation
π₯ Karim Eldefrawy, Ivan O. Nunes, Norrathep Rattanavipanon, Michael Steiner, Gene Tsudik
π PDF
π Improving ICS Cyber Resilience through Optimal Diversification of Network Resources
π₯ Tingting Li, Cheng Feng, Chris Hankin
π PDF
#CryptographyandSecurity
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Cryptography and Security
#CryptographyandSecurity
π The Natural Auditor: How To Tell If Someone Used Your Words To Train Their Model
π₯ Congzheng Song, Vitaly Shmatikov
π PDF
π Semi-Finite Length Analysis for Information Theoretic Tasks
π₯ Masahito Hayashi
π PDF
π Encryption-then-Compression Systems using Grayscale-based Image Encryption for JPEG Images
π₯ Tatsuya Chuman, Warit Sirichotedumrong, Hitoshi Kiya
π PDF
π Formally Verified Hardware/Software Co-Design for Remote Attestation
π₯ Karim Eldefrawy, Ivan O. Nunes, Norrathep Rattanavipanon, Michael Steiner, Gene Tsudik
π PDF
π Improving ICS Cyber Resilience through Optimal Diversification of Network Resources
π₯ Tingting Li, Cheng Feng, Chris Hankin
π PDF
#CryptographyandSecurity
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5 of Latest Published Articles:
Computer Vision and Pattern Recognition
#ComputerVisionandPatternRecognition
π Out of the Box: Reasoning with Graph Convolution Nets for Factual Visual Question Answering
π₯ Medhini Narasimhan, Svetlana Lazebnik, Alexander G. Schwing
π PDF
π Navigation by Imitation in a Pedestrian-Rich Environment
π₯ Jing Bi, Tianyou Xiao, Qiuyue Sun, Chenliang Xu
π PDF
π Improving CNN Training using Disentanglement for Liver Lesion Classification in CT
π₯ Avi Ben-Cohen, Roey Mechrez, Noa Yedidia, Hayit Greenspan
π PDF
π A Corpus for Reasoning About Natural Language Grounded in Photographs
π₯ Alane Suhr, Stephanie Zhou, Iris Zhang, Huajun Bai, Yoav Artzi
π PDF
π Hybrid Pruning: Thinner Sparse Networks for Fast Inference on Edge Devices
π₯ Xiaofan Xu, Mi Sun Park, Cormac Brick
π PDF
#ComputerVisionandPatternRecognition
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Computer Vision and Pattern Recognition
#ComputerVisionandPatternRecognition
π Out of the Box: Reasoning with Graph Convolution Nets for Factual Visual Question Answering
π₯ Medhini Narasimhan, Svetlana Lazebnik, Alexander G. Schwing
π PDF
π Navigation by Imitation in a Pedestrian-Rich Environment
π₯ Jing Bi, Tianyou Xiao, Qiuyue Sun, Chenliang Xu
π PDF
π Improving CNN Training using Disentanglement for Liver Lesion Classification in CT
π₯ Avi Ben-Cohen, Roey Mechrez, Noa Yedidia, Hayit Greenspan
π PDF
π A Corpus for Reasoning About Natural Language Grounded in Photographs
π₯ Alane Suhr, Stephanie Zhou, Iris Zhang, Huajun Bai, Yoav Artzi
π PDF
π Hybrid Pruning: Thinner Sparse Networks for Fast Inference on Edge Devices
π₯ Xiaofan Xu, Mi Sun Park, Cormac Brick
π PDF
#ComputerVisionandPatternRecognition
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5 of Latest Published Articles:
Computers and Society
#ComputersandSociety
π Improving risk management by using smart containers for real-time traceability
π₯ Siraprapa Wattanakul, SΓ©bastien Henry, Mohand Lounes Bentaha, Napaporn Reeveerakul, Yacine Ouzrout
π PDF
π A Decision Support Framework for Manufacturing Improvement and Relocation Prevention in Thailand: Supply Chain Perspective
π₯ Napaporn Reeveerakul, Ridha Derrouiche, Nopasit Chakpitak, Yacine Ouzrout, Napat Harnpornchai, Abdelaziz Bouras
π PDF
π Towards a more efficient use of process and product traceability data for continuous improvement of industrial performances
π₯ Thierno Diallo, SΓ©bastien Henry, Yacine Ouzrout
π PDF
π Enforcing public data archiving policies in academic publishing: A study of ecology journals
π₯ Dan Sholler, Karthik Ram, Carl Boettiger, Daniel S. Katz
π PDF
π JavaScript Convolutional Neural Networks for Keyword Spotting in the Browser: An Experimental Analysis
π₯ Jaejun Lee, Raphael Tang, Jimmy Lin
π PDF
#ComputersandSociety
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Computers and Society
#ComputersandSociety
π Improving risk management by using smart containers for real-time traceability
π₯ Siraprapa Wattanakul, SΓ©bastien Henry, Mohand Lounes Bentaha, Napaporn Reeveerakul, Yacine Ouzrout
π PDF
π A Decision Support Framework for Manufacturing Improvement and Relocation Prevention in Thailand: Supply Chain Perspective
π₯ Napaporn Reeveerakul, Ridha Derrouiche, Nopasit Chakpitak, Yacine Ouzrout, Napat Harnpornchai, Abdelaziz Bouras
π PDF
π Towards a more efficient use of process and product traceability data for continuous improvement of industrial performances
π₯ Thierno Diallo, SΓ©bastien Henry, Yacine Ouzrout
π PDF
π Enforcing public data archiving policies in academic publishing: A study of ecology journals
π₯ Dan Sholler, Karthik Ram, Carl Boettiger, Daniel S. Katz
π PDF
π JavaScript Convolutional Neural Networks for Keyword Spotting in the Browser: An Experimental Analysis
π₯ Jaejun Lee, Raphael Tang, Jimmy Lin
π PDF
#ComputersandSociety
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5 of Latest Published Articles:
Databases
#Databases
π Gradual Machine Learning for Entity Resolution
π₯ Boyi Hou, Qun Chen, Yanyan Wang, Ping Zhong, Ahmed Murtadha, Zhaoqiang Chen, Zhanhuai Li
π PDF
π Efficient Taxonomic Similarity Joins with Adaptive Overlap Constraint
π₯ Pengfei Xu, Jiaheng Lu
π PDF
π Studio e confronto delle strutture di Apache Spark
π₯ Massimiliano Morrelli
π PDF
π VDMS: An Efficient Big-Visual-Data Access for Machine Learning Workloads
π₯ Luis Remis, Vishakha Gupta-Cledat, Christina Strong, Ragaad Altarawneh
π PDF
π Sub-O(log n) Out-of-Order Sliding-Window Aggregation
π₯ Kanat Tangwongsan, Martin Hirzel, Scott Schneider
π PDF
#Databases
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Databases
#Databases
π Gradual Machine Learning for Entity Resolution
π₯ Boyi Hou, Qun Chen, Yanyan Wang, Ping Zhong, Ahmed Murtadha, Zhaoqiang Chen, Zhanhuai Li
π PDF
π Efficient Taxonomic Similarity Joins with Adaptive Overlap Constraint
π₯ Pengfei Xu, Jiaheng Lu
π PDF
π Studio e confronto delle strutture di Apache Spark
π₯ Massimiliano Morrelli
π PDF
π VDMS: An Efficient Big-Visual-Data Access for Machine Learning Workloads
π₯ Luis Remis, Vishakha Gupta-Cledat, Christina Strong, Ragaad Altarawneh
π PDF
π Sub-O(log n) Out-of-Order Sliding-Window Aggregation
π₯ Kanat Tangwongsan, Martin Hirzel, Scott Schneider
π PDF
#Databases
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5 of Latest Published Articles:
Distributed, Parallel, and Cluster Computing
#DistributedParallelandClusterComputing
π Distributed ReliefF based Feature Selection in Spark
π₯ Raul-Jose Palma-Mendoza, Daniel Rodriguez, Luis de-Marcos
π PDF
π OpenCL Performance Prediction using Architecture-Independent Features
π₯ Beau Johnston, Greg Falzon, Josh Milthorpe
π PDF
π Democratizing Production-Scale Distributed Deep Learning
π₯ Minghuang Ma, Hadi Pour Ansari, Daniel Chao, Saurabh Adya, Santiago Akle, Yi Qin, Dan Gimnicher, Dominic Walsh
π PDF
π Making root cause analysis feasible for large code bases: a solution approach for a climate model
π₯ Daniel J. Milroy, Allison H. Baker, Dorit M. Hammerling, Youngsung Kim, Elizabeth R. Jessup, Thomas Hauser
π PDF
π A Concurrent Unbounded Wait-Free Graph
π₯ Sathya Peri, Chandra Kiran Reddy, Muktikanta Sa
π PDF
#DistributedParallelandClusterComputing
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Distributed, Parallel, and Cluster Computing
#DistributedParallelandClusterComputing
π Distributed ReliefF based Feature Selection in Spark
π₯ Raul-Jose Palma-Mendoza, Daniel Rodriguez, Luis de-Marcos
π PDF
π OpenCL Performance Prediction using Architecture-Independent Features
π₯ Beau Johnston, Greg Falzon, Josh Milthorpe
π PDF
π Democratizing Production-Scale Distributed Deep Learning
π₯ Minghuang Ma, Hadi Pour Ansari, Daniel Chao, Saurabh Adya, Santiago Akle, Yi Qin, Dan Gimnicher, Dominic Walsh
π PDF
π Making root cause analysis feasible for large code bases: a solution approach for a climate model
π₯ Daniel J. Milroy, Allison H. Baker, Dorit M. Hammerling, Youngsung Kim, Elizabeth R. Jessup, Thomas Hauser
π PDF
π A Concurrent Unbounded Wait-Free Graph
π₯ Sathya Peri, Chandra Kiran Reddy, Muktikanta Sa
π PDF
#DistributedParallelandClusterComputing
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