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Oral
Wed Jul 16 10:00 AM -- 10:15 AM (PDT) @ West Ballroom B None
Outlier Gradient Analysis: Efficiently Identifying Detrimental Training Samples for Deep Learning Models
In Oral 3C Data-Centric ML
Anshuman Chhabra · Bo Li · Jian Chen · Prasant Mohapatra · Hongfu Liu
[ OpenReview] 
Oral
Wed Jul 16 10:15 AM -- 10:30 AM (PDT) @ West Ballroom B None
Foundation Model Insights and a Multi-Model Approach for Superior Fine-Grained One-shot Subset Selection
In Oral 3C Data-Centric ML
Zhijing Wan · Zhixiang Wang · Zheng Wang · Xin Xu · Shin'ichi Satoh
[ Slides]  [ OpenReview] 
Oral
Wed Jul 16 10:30 AM -- 10:45 AM (PDT) @ West Ballroom B None
SK-VQA: Synthetic Knowledge Generation at Scale for Training Context-Augmented Multimodal LLMs
In Oral 3C Data-Centric ML
Xin Su · Man Luo · Kris Pan · Tien Pei Chou · Vasudev Lal · Phillip Howard
[ OpenReview] 
Oral
Wed Jul 16 10:45 AM -- 11:00 AM (PDT) @ West Ballroom B None
Improving the Scaling Laws of Synthetic Data with Deliberate Practice
In Oral 3C Data-Centric ML
Reyhane Askari Hemmat · Mohammad Pezeshki · Elvis Dohmatob · Florian Bordes · Pietro Astolfi · Melissa Hall · Jakob Verbeek · Michal Drozdzal · Adriana Romero-Soriano
[ OpenReview]