Search Results for author: Tzu-Heng Huang

Found 3 papers, 0 papers with code

Multimodal Data Curation via Object Detection and Filter Ensembles

no code implementations5 Jan 2024 Tzu-Heng Huang, Changho Shin, Sui Jiet Tay, Dyah Adila, Frederic Sala

We propose an approach for curating multimodal data that we used for our entry in the 2023 DataComp competition filtering track.

Object object-detection +2

AutoWS-Bench-101: Benchmarking Automated Weak Supervision with 100 Labels

no code implementations30 Aug 2022 Nicholas Roberts, Xintong Li, Tzu-Heng Huang, Dyah Adila, Spencer Schoenberg, Cheng-Yu Liu, Lauren Pick, Haotian Ma, Aws Albarghouthi, Frederic Sala

While it has been used successfully in many domains, weak supervision's application scope is limited by the difficulty of constructing labeling functions for domains with complex or high-dimensional features.

Benchmarking

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