VidUEU-Agent Data-Curation Pipeline for Multimodal Tasks
VidUEU-Agent synthesizes 100K instruction samples from raw videos for multimodal understanding, editing, and unified tasks.
Stories per day · 30 days
4 stories, newest first · one card per story
Stories tagged #data-curation
QUALS: Corpus Equilibrium for Universal Forecasting via Pattern Quantization and Learnability Synchronization
QUALS improves zero-shot time-series foundation model training via pattern quantization and learnability synchronization, achieving better accuracy with a fraction of the data.
VidaForge: Open Research Infrastructure for Video Pretraining Data Recipes
VidaForge releases open infrastructure and VIDAFORGE-3M (3.14M clips, 6,475 hours) linking video pretraining data recipes to downstream model performance.
From Reweighting to Rewriting: Unlocking the Intervention Effects of Influential Samples in Training Data Attribution
Study shows rewriting responses of influence-selected training examples shifts LLM behavior more strongly than reweighting the same samples.