Search Results for author: Hugo Latapie

Found 11 papers, 2 papers with code

Cross-View Exocentric to Egocentric Video Synthesis

no code implementations7 Jul 2021 Gaowen Liu, Hao Tang, Hugo Latapie, Jason Corso, Yan Yan

Particularly, we propose a novel Bi-directional Spatial Temporal Attention Fusion Generative Adversarial Network (STA-GAN) to learn both spatial and temporal information to generate egocentric video sequences from the exocentric view.

Video Generation

Egok360: A 360 Egocentric Kinetic Human Activity Video Dataset

no code implementations15 Oct 2020 Keshav Bhandari, Mario A. DeLaGarza, Ziliang Zong, Hugo Latapie, Yan Yan

To bridge this gap, in this paper we propose a novel Egocentric (first-person) 360{\deg} Kinetic human activity video dataset (EgoK360).

Egocentric Activity Recognition Video Understanding

A Metamodel and Framework for AGI

no code implementations28 Aug 2020 Hugo Latapie, Ozkan Kilic

Can artificial intelligence systems exhibit superhuman performance, but in critical ways, lack the intelligence of even a single-celled organism?

Federated Learning Object Detection

Exocentric to Egocentric Image Generation via Parallel Generative Adversarial Network

no code implementations8 Feb 2020 Gaowen Liu, Hao Tang, Hugo Latapie, Yan Yan

In this paper, we investigate exocentric (third-person) view to egocentric (first-person) view image generation.

Image Generation

Cascade Attention Guided Residue Learning GAN for Cross-Modal Translation

1 code implementation3 Jul 2019 Bin Duan, Wei Wang, Hao Tang, Hugo Latapie, Yan Yan

However, in machine learning, this cross-modal learning is a nontrivial task because different modalities have no homogeneous properties.


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

no code implementations23 Jul 2018 Sergey Rodionov, Alexey Potapov, Hugo Latapie, Enzo Fenoglio, Maxim Peterson

Person re-identification (Re-ID) is the task of matching humans across cameras with non-overlapping views that has important applications in visual surveillance.

Fine-tuning Person Re-Identification

Semantic Image Retrieval by Uniting Deep Neural Networks and Cognitive Architectures

no code implementations14 Jun 2018 Alexey Potapov, Innokentii Zhdanov, Oleg Scherbakov, Nikolai Skorobogatko, Hugo Latapie, Enzo Fenoglio

Image and video retrieval by their semantic content has been an important and challenging task for years, because it ultimately requires bridging the symbolic/subsymbolic gap.

Image Retrieval Object Detection +1

Knowledge-Defined Networking

1 code implementation20 Jun 2016 Albert Mestres, Alberto Rodriguez-Natal, Josep Carner, Pere Barlet-Ros, Eduard Alarcón, Marc Solé, Victor Muntés, David Meyer, Sharon Barkai, Mike J Hibbett, Giovani Estrada, Khaldun Ma`ruf, Florin Coras, Vina Ermagan, Hugo Latapie, Chris Cassar, John Evans, Fabio Maino, Jean Walrand, Albert Cabellos

In this paper, we explore the reasons for the lack of adoption and posit that the rise of two recent paradigms: Software-Defined Networking (SDN) and Network Analytics (NA), will facilitate the adoption of AI techniques in the context of network operation and control.

Networking and Internet Architecture

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