Search Results for author: Adam Botach

Found 3 papers, 1 papers with code

End-to-End Referring Video Object Segmentation with Multimodal Transformers

2 code implementations CVPR 2022 Adam Botach, Evgenii Zheltonozhskii, Chaim Baskin

Due to the complex nature of this multimodal task, which combines text reasoning, video understanding, instance segmentation and tracking, existing approaches typically rely on sophisticated pipelines in order to tackle it.

Inductive Bias Referring Expression Segmentation +5

Distilling the Knowledge in Data Pruning

no code implementations12 Mar 2024 Emanuel Ben-Baruch, Adam Botach, Igor Kviatkovsky, Manoj Aggarwal, Gérard Medioni

In this paper we explore the application of data pruning while incorporating knowledge distillation (KD) when training on a pruned subset.

Knowledge Distillation

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