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ORCIDRupayan Mallick
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2020 – today
- 2024
[j2]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)- [c6]Rupayan Mallick, Jenny Benois-Pineau, Akka Zemmari:
IFI: Interpreting for Improving: A Multimodal Transformer with an Interpretability Technique for Recognition of Risk Events. MMM (4) 2024: 117-131 - [i3]Rupayan Mallick, Amr Abdalla, Sarah Adel Bargal:
FaithFill: Faithful Inpainting for Object Completion Using a Single Reference Image. CoRR abs/2406.07865 (2024) - 2023
- [b1]Rupayan Mallick:
Explainable Deep Learning for the Application to Multimodal Data. (Apprentissage Profond explicable Application sur les données multimodales). University of Bordeaux, France, 2023 - [i2]Dina Bashkirova, Arijit Ray, Rupayan Mallick, Sarah Adel Bargal, Jianming Zhang, Ranjay Krishna, Kate Saenko:
Lasagna: Layered Score Distillation for Disentangled Object Relighting. CoRR abs/2312.00833 (2023) - 2022
- [j1]Rupayan Mallick, Thinhinane Yebda, Jenny Benois-Pineau, Akka Zemmari, Marion Pech, Hélène Amieva:
Detection of Risky Situations for Frail Adults With Hybrid Neural Networks on Multimodal Health Data. IEEE Multim. 29(1): 7-17 (2022) - [c5]Rupayan Mallick, Jenny Benois-Pineau, Akka Zemmari:
I Saw: A Self-Attention Weighted Method for Explanation of Visual Transformers. ICIP 2022: 3271-3275 - [c4]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 - [c3]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
- [c2]Rupayan Mallick, Thinhinane Yebda, Jenny Benois-Pineau, Akka Zemmari, Marion Pech, Hélène Amieva:
A GRU Neural Network with attention mechanism for detection of risk situations on multimodal lifelog data. CBMI 2021: 1-6 - [c1]Di Yang, Rui Dai, Yaohui Wang, Rupayan Mallick, Luca Minciullo, Gianpiero Francesca, François Brémond:
Selective Spatio-Temporal Aggregation Based Pose Refinement System: Towards Understanding Human Activities in Real-World Videos. WACV 2021: 2362-2371 - 2020
- [i1]Di Yang, Rui Dai, Yaohui Wang, Rupayan Mallick, Luca Minciullo, Gianpiero Francesca, François Brémond:
Selective Spatio-Temporal Aggregation Based Pose Refinement System: Towards Understanding Human Activities in Real-World Videos. CoRR abs/2011.05358 (2020)
Coauthor Index
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