Search Results for author: Dotan Kaufman

Found 2 papers, 1 papers with code

Balancing Specialization, Generalization, and Compression for Detection and Tracking

no code implementations25 Sep 2019 Dotan Kaufman, Koby Bibas, Eran Borenstein, Michael Chertok, Tal Hassner

To this end, we propose a novel loss that balances compression and acceleration of a deep learning model vs. loss of generalization capabilities.

Model Compression

Temporal Tessellation: A Unified Approach for Video Analysis

1 code implementation ICCV 2017 Dotan Kaufman, Gil Levi, Tal Hassner, Lior Wolf

A test video is processed by forming correspondences between its clips and the clips of reference videos with known semantics, following which, reference semantics can be transferred to the test video.

Action Detection Video Captioning +2

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