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2020 – today
- 2024
[j1]Rupayan Mallick, Jenny Benois-Pineau
, Akka Zemmari, Kamel Guerda, Boris Mansencal, Hélène Amieva, Laura Middleton:
A hybrid transformer with domain adaptation using interpretability techniques for the application to the detection of risk situations. Multim. Tools Appl. 83(35): 83339-83356 (2024)- 2023
- [c6]Meghna P. Ayyar, Jenny Benois-Pineau, Akka Zemmari, Hélène Amieva, Laura Middleton:
Entropy-based Sampling for Streaming learning with Move-to-Data approach on Video. CBMI 2023: 21-27 - 2022
- [c5]Rupayan Mallick, Jenny Benois-Pineau, Akka Zemmari, Thinhinane Yebda, Marion Pech, Hélène Amieva, Laura Middleton:
Pooling Transformer for Detection of Risk Events in In-The-Wild Video Ego Data. ICPR 2022: 2778-2784 - [c4]Rupayan Mallick, Jenny Benois-Pineau, Akka Zemmari, Marion Pech, Thinhinane Yebda, Hélène Amieva, Laura Middleton:
A Hybrid Transformer Network for Detection of Risk Situations on Multimodal Life-Log Health Data. ICDAR@ICMR 2022: 22-26 - 2021
- [c3]Thinhinane Yebda, Jenny Benois-Pineau, Marion Pech, Hélène Amieva, Laura Middleton, Max Bergelt:
Multimodal Sensor Data Analysis for Detection of Risk Situations of Fragile People in @home Environments. MMM (2) 2021: 342-353 - 2020
- [c2]Yirou Li, John Edison Muñoz, Samira Mehrabi, Laura Middleton, Shi Cao, Jennifer Boger:
Multidisciplinary Iterative Design of Exergames (MIDE): A Framework for Supporting the Design, Development, and Evaluation of Exergames for Health. HCI (31) 2020: 128-147
2010 – 2019
- 2017
- [c1]Priyank Jaini, Zhitang Chen, Pablo Carbajal, Edith Law, Laura Middleton, Kayla Regan, Mike Schaekermann, George Trimponias, James Tung, Pascal Poupart:
Online Bayesian Transfer Learning for Sequential Data Modeling. ICLR (Poster) 2017
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