Hugo Latapie

According to our database, Hugo Latapie authored at least 53 papers between 2017 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Self-Supervised Machine Learning Framework for Online Container Security Attack Detection.

Olufogorehan Tunde-Onadele, Yuhang Lin, Xiaohui Gu, Jingzhu He, Hugo Latapie

ACM Trans. Auton. Adapt. Syst., September, 2024

Conjunctive block coding for hyperdimensional graph representation.

Ali Zakeri, Zhuowen Zou, Hanning Chen, Hugo Latapie, Mohsen Imani

Intell. Syst. Appl., 2024

VLTP: Vision-Language Guided Token Pruning for Task-Oriented Segmentation.

Hanning Chen, Yang Ni, Wenjun Huang, Yezi Liu, Sungheon Jeong, Fei Wen, Nathaniel Bastian, Hugo Latapie, Mohsen Imani

CoRR, 2024

DεS: Delayed ε-Shrinking for Faster Once-For-All Training.

Aditya Annavajjala, Alind Khare, Animesh Agrawal, Igor Fedorov, Hugo Latapie, Myungjin Lee, Alexey Tumanov

CoRR, 2024

TaskCLIP: Extend Large Vision-Language Model for Task Oriented Object Detection.

Hanning Chen, Wenjun Huang, Yang Ni, Sanggeon Yun, Fei Wen, Hugo Latapie, Mohsen Imani

CoRR, 2024

HDReason: Algorithm-Hardware Codesign for Hyperdimensional Knowledge Graph Reasoning.

Hanning Chen, Yang Ni, Ali Zakeri, Zhuowen Zou, Sanggeon Yun, Fei Wen, Behnam Khaleghi, Narayan Srinivasa, Hugo Latapie, Mohsen Imani

CoRR, 2024

Adaptive Deep Neural Network Inference Optimization with EENet.

Fatih Ilhan, Ka-Ho Chow, Sihao Hu, Tiansheng Huang, Selim F. Tekin, Wenqi Wei, Yanzhao Wu, Myungjin Lee, Ramana Kompella, Hugo Latapie, Gaowen Liu, Ling Liu

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

MetaFL: Privacy-preserving User Authentication in Virtual Reality with Federated Learning.

Ruizhi Cheng, Yuetong Wu, Ashish Kundu, Hugo Latapie, Myungjin Lee, Songqing Chen, Bo Han

Proceedings of the 22nd ACM Conference on Embedded Networked Sensor Systems, 2024

VQPy: An Object-Oriented Approach to Modern Video Analytics.

Shan Yu, Zhenting Zhu, Yu Chen, Hanchen Xu, Pengzhan Zhao, Yang Wang, Arthi Padmanabhan, Hugo Latapie, Harry Xu

Proceedings of the Seventh Annual Conference on Machine Learning and Systems, 2024

Boosting Online 3D Multi-Object Tracking through Camera-Radar Cross Check.

Sheng-Yao Kuan, Jen-Hao Cheng, Hsiang-Wei Huang, Wenhao Chai, Cheng-Yen Yang, Hugo Latapie, Gaowen Liu, Bing-Fei Wu, Jenq-Neng Hwang

Proceedings of the IEEE Intelligent Vehicles Symposium, 2024

Poster Abstract: Listen and Then Sense: Vibration-based Sports Crowd Monitoring by Pre-training with Public Audio Datasets.

Yen-Cheng Chang, Jesse R. Codling, Yiwen Dong, Jiale Zhang, Jeffrey D. Shulkin, Hugo Latapie, Carlee Joe-Wong, Hae Young Noh, Pei Zhang

Proceedings of the 23rd ACM/IEEE International Conference on Information Processing in Sensor Networks, 2024

CHESSFL: Clustering Hierarchical Embeddings for Semi-Supervised Federated Learning.

Allen-Jasmin Farcas, Myungjin Lee, Ali Payani, Hugo Latapie, Ramana Rao Kompella, Radu Marculescu

Proceedings of the Ninth IEEE/ACM International Conference on Internet-of-Things Design and Implementation, 2024

High-Performance Reconfigurable Accelerator for Knowledge Graph Reasoning.

Hanning Chen, Ali Zakeri, Yang Ni, Fei Wen, Behnam Khaleghi, Hugo Latapie, Mohsen Imani

Proceedings of the 32nd IEEE Annual International Symposium on Field-Programmable Custom Computing Machines, 2024

Middleware for LLMs: Tools Are Instrumental for Language Agents in Complex Environments.

Yu Gu, Yiheng Shu, Hao Yu, Xiao Liu, Yuxiao Dong, Jie Tang, Jayanth Srinivasa, Hugo Latapie, Yu Su

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

SuperFedNAS: Cost-Efficient Federated Neural Architecture Search for On-device Inference.

Alind Khare, Animesh Agrawal, Aditya Annavajjala, Payman Behnam, Myungjin Lee, Hugo Latapie, Alexey Tumanov

Proceedings of the Computer Vision - ECCV 2024, 2024

DεpS: Delayed ε-Shrinking for Faster Once-for-All Training.

Aditya Annavajjala, Alind Khare, Animesh Agrawal, Igor Fedorov, Hugo Latapie, Myungjin Lee, Alexey Tumanov

Proceedings of the Computer Vision - ECCV 2024, 2024

FloHR: Ubiquitous Heart Rate Measurement using Indirect Floor Vibration Sensing.

Jesse R. Codling, Jeffrey D. Shulkin, Yen-Cheng Chang, Jiale Zhang, Hugo Latapie, Hae Young Noh, Pei Zhang, Yiwen Dong

Proceedings of the 11th ACM International Conference on Systems for Energy-Efficient Buildings, 2024

2023

CenterRadarNet: Joint 3D Object Detection and Tracking Framework using 4D FMCW Radar.

Jen-Hao Cheng, Sheng-Yao Kuan, Hugo Latapie, Gaowen Liu, Jenq-Neng Hwang

CoRR, 2023

Ethosight: A Reasoning-Guided Iterative Learning System for Nuanced Perception based on Joint-Embedding & Contextual Label Affinity.

Hugo Latapie, Kristinn R. Thórisson, Shan Yu, Vahagn Petrosyan, Patrick Hammer, Pei Wang, Brandon Kynoch, Hanning Chen, Tangrui Li

CoRR, 2023

RecallM: An Architecture for Temporal Context Understanding and Question Answering.

Brandon Kynoch, Hugo Latapie

CoRR, 2023

EENet: Learning to Early Exit for Adaptive Inference.

Fatih Ilhan, Ling Liu, Ka Ho Chow, Wenqi Wei, Yanzhao Wu, Myungjin Lee, Ramana Kompella, Hugo Latapie, Gaowen Liu

CoRR, 2023

Sparsity Controllable Hyperdimensional Computing for Genome Sequence Matching Acceleration.

Hanning Chen, Yeseong Kim, Elaheh Sadredini, Saransh Gupta, Hugo Latapie, Mohsen Imani

Proceedings of the 31st IFIP/IEEE International Conference on Very Large Scale Integration, 2023

GameVibes: Vibration-based Crowd Monitoring for Sports Games through Audience-Game-Facility Association Modeling.

Yiwen Dong, Yuyan Wu, Jesse R. Codling, Jatin Aggarwal, Peide Huang, Wenhao Ding, Hugo Latapie, Pei Zhang, Hae Young Noh

Proceedings of the 10th ACM International Conference on Systems for Energy-Efficient Buildings, 2023

Demo Abstract: FreePulse Heart Rate Monitoring System using Ambient Structural Vibrations.

Jesse R. Codling, Jeffrey D. Shulkin, Yiwen Dong, Jiale Zhang, Hugo Latapie, Hae Young Noh, Pei Zhang

Proceedings of the 22nd International Conference on Information Processing in Sensor Networks, 2023

MOHAWK: Mobility and Heterogeneity-Aware Dynamic Community Selection for Hierarchical Federated Learning.

Allen-Jasmin Farcas, Myungjin Lee, Ramana Rao Kompella, Hugo Latapie, Gustavo de Veciana, Radu Marculescu

Proceedings of the 8th ACM/IEEE Conference on Internet of Things Design and Implementation, 2023

Automated Spatiotemporal Modeling for Real-Time Data-Driven Actionable Insights.

Hugo Latapie, Mina Gabriel, Sidarth Srinivasan, Ramana Kompella, Kristinn R. Thórisson, Pei Wang

Proceedings of the Intelligent Systems and Applications, 2023

Hierarchical, Distributed and Brain-Inspired Learning for Internet of Things Systems.

Mohsen Imani, Yeseong Kim, Behnam Khaleghi, Justin Morris, Haleh Alimohamadi, Farhad Imani, Hugo Latapie

Proceedings of the 43rd IEEE International Conference on Distributed Computing Systems, 2023

A Retrieve-and-Read Framework for Knowledge Graph Link Prediction.

Vardaan Pahuja, Boshi Wang, Hugo Latapie, Jayanth Srinivasa, Yu Su

Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023

Addressing the Unsustainability of Deep Neural Networks with Next-Gen AI.

Amanda Vallentin, Kristinn R. Thórisson, Hugo Latapie

Proceedings of the Artificial General Intelligence - 16th International Conference, 2023

Explicit Goal-Driven Autonomous Self-Explanation Generation.

Kristinn R. Thórisson, Hjörleifur Rörbeck, Jeff Thompson, Hugo Latapie

Proceedings of the Artificial General Intelligence - 16th International Conference, 2023

Comparative Reasoning for Intelligent Agents.

Patrick Hammer, Peter Isaev, Hugo Latapie, Francesco Lanza, Antonio Chella, Pei Wang

Proceedings of the Artificial General Intelligence - 16th International Conference, 2023

Hyperdimensional Computing for Robust and Efficient Unsupervised Learning.

Sanggeon Yun, Hamza Errahmouni Barkam, Paul R. Genssler, Hugo Latapie, Hussam Amrouch, Mohsen Imani

Proceedings of the 57th Asilomar Conference on Signals, Systems, and Computers, ACSSC 2023, Pacific Grove, CA, USA, October 29, 2023

Classifying Functional Brain Graphs Using Graph Hypervector Representation.

Lulu Ge, Ali Payani, Hugo Latapie, Keshab K. Parhi

Proceedings of the 57th Asilomar Conference on Signals, Systems, and Computers, ACSSC 2023, Pacific Grove, CA, USA, October 29, 2023

2022

Tacit knowledge elicitation process for industry 4.0.

Enzo Fenoglio, Emre Kazim, Hugo Latapie, Adriano S. Koshiyama

Discov. Artif. Intell., 2022

Learning Omnidirectional Flow in 360-degree Video via Siamese Representation.

Keshav Bhandari, Bin Duan, Gaowen Liu, Hugo Latapie, Ziliang Zong, Yan Yan

CoRR, 2022

Hybrid AI for IoT Actionable Insights & Real-Time Data-Driven Networks.

Hugo Latapie, Mina Gabriel, Ramana Kompella

Proceedings of the International Workshop on Self-Supervised Learning, 2022

Learning Omnidirectional Flow in 360$^\circ $ Video via Siamese Representation.

Keshav Bhandari, Bin Duan, Gaowen Liu, Hugo Latapie, Ziliang Zong, Yan Yan

Proceedings of the Computer Vision - ECCV 2022, 2022

Deep Normalized Cross-Modal Hashing with Bi-Direction Relation Reasoning.

Changchang Sun, Hugo Latapie, Gaowen Liu, Yan Yan

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022

Parallel Generative Adversarial Network for Third-person to First-person Image Generation.

Gaowen Liu, Hugo Latapie, Özkan Kiliç, Adam Lawrence

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022

SHIL: Self-Supervised Hybrid Learning for Security Attack Detection in Containerized Applications.

Yuhang Lin, Olufogorehan Tunde-Onadele, Xiaohui Gu, Jingzhu He, Hugo Latapie

Proceedings of the IEEE International Conference on Autonomic Computing and Self-Organizing Systems, 2022

2021

A Metamodel and Framework for Artificial General Intelligence From Theory to Practice.

Hugo Latapie, Özkan Kiliç, Gaowen Liu, Ramana Kompella, Adam Lawrence, Yuhong Sun, Jayanth Srinivasa, Yan Yan, Pei Wang, Kristinn R. Thórisson

J. Artif. Intell. Conscious., 2021

Neurosymbolic Systems of Perception & Cognition: The Role of Attention.

Hugo Latapie, Özkan Kiliç, Kristinn R. Thórisson, Pei Wang, Patrick Hammer

CoRR, 2021

Cross-View Exocentric to Egocentric Video Synthesis.

Gaowen Liu, Hao Tang, Hugo Latapie, Jason J. Corso, Yan Yan

Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

Learning Audio-Visual Correlations From Variational Cross-Modal Generation.

Ye Zhu, Yu Wu, Hugo Latapie, Yi Yang, Yan Yan

Proceedings of the IEEE International Conference on Acoustics, 2021

2020

A Metamodel and Framework for AGI.

Hugo Latapie, Özkan Kiliç

CoRR, 2020

A Reasoning Based Model for Anomaly Detection in the Smart City Domain.

Patrick Hammer, Tony Lofthouse, Enzo Fenoglio, Hugo Latapie, Pei Wang

Proceedings of the Intelligent Systems and Applications, 2020

Cascade Attention Guided Residue Learning GAN for Cross-Modal Translation.

Bin Duan, Wei Wang, Hao Tang, Hugo Latapie, Yan Yan

Proceedings of the 25th International Conference on Pattern Recognition, 2020

Egok360: A 360 Egocentric Kinetic Human Activity Video Dataset.

Keshav Bhandari, Mario A. DeLaGarza, Ziliang Zong, Hugo Latapie, Yan Yan

Proceedings of the IEEE International Conference on Image Processing, 2020

Exocentric to Egocentric Image Generation Via Parallel Generative Adversarial Network.

Gaowen Liu, Hao Tang, Hugo Latapie, Yan Yan

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

2018

Improving Deep Models of Person Re-identification for Cross-Dataset Usage.

Sergey Rodionov, Alexey Potapov, Hugo Latapie, Enzo Fenoglio, Maxim Peterson

Proceedings of the Artificial Intelligence Applications and Innovations, 2018

Metric Embedding Autoencoders for Unsupervised Cross-Dataset Transfer Learning.

Alexey Potapov, Sergey Rodionov, Hugo Latapie, Enzo Fenoglio

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2018, 2018

Semantic Image Retrieval by Uniting Deep Neural Networks and Cognitive Architectures.

Alexey Potapov, Innokentii Zhdanov, Oleg Scherbakov, Nikolai Skorobogatko, Hugo Latapie, Enzo Fenoglio

Proceedings of the Artificial General Intelligence - 11th International Conference, 2018

2017

Knowledge-Defined Networking.

Albert Mestres, Alberto Rodríguez-Natal, Josep Carner, Pere Barlet-Ros, Eduard Alarcón, Marc Solé, Victor Muntés-Mulero, David Meyer, Sharon Barkai, Mike J. Hibbett, Giovani Estrada, Khaldun Maruf, Florin Coras, Vina Ermagan, Hugo Latapie, Chris Cassar, John Evans, Fabio Maino, Jean C. Walrand, Albert Cabellos

Comput. Commun. Rev., 2017