no code implementations • 5 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.
no code implementations • NeurIPS 2023 • Tzu-Heng Huang, Harit Vishwakarma, Frederic Sala
Organizations typically train large models individually.
no code implementations • 30 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.