Transductive Learning for Textual Few-Shot Classification in API-based Embedding Models

no code implementations • 21 Oct 2023 • Pierre Colombo, Victor Pellegrain, Malik Boudiaf, Victor Storchan, Myriam Tami, Ismail Ben Ayed, Celine Hudelot, Pablo Piantanida

First, we introduce a scenario where the embedding of a pre-trained model is served through a gated API with compute-cost and data-privacy constraints.

Classification Transductive Learning

StreaMulT: Streaming Multimodal Transformer for Heterogeneous and Arbitrary Long Sequential Data

no code implementations • 15 Oct 2021 • Victor Pellegrain, Myriam Tami, Michel Batteux, Céline Hudelot

The increasing complexity of Industry 4. 0 systems brings new challenges regarding predictive maintenance tasks such as fault detection and diagnosis.

Fault Detection Multimodal Sentiment Analysis