Data Warmup: Complexity-Aware Curricula for Efficient Diffusion Training
Authors: Jinhong Lin, Pan Wang, Zitong Zhan, Lin Zhang, Pedro Morgado
Iterative Definition Refinement for Zero-Shot Classification via LLM-Based Semantic Prototype Optimization
Authors: Naeem Rehmat, Muhammad Saad Saeed, Ijaz Ul Haq, Khalid Malik
XD-MAP: Cross-Modal Domain Adaptation via Semantic Parametric Maps for Scalable Training Data Generation
Authors: Frank Bieder, Hendrik Königshof, Haohao Hu, Fabian Immel, Yinzhe Shen, Jan-Hendrik Pauls, Christoph Stiller
Curate, Don’t Augment: Budgeted Multimodal Intervention Design for Invariant Vision–Language Learning
Authors: Manoj Saravanan, Rohit Kumar Salla
CADLoop: An Equivariant-Aware Skill-Grounded Loop for CAD Data Curation
Authors: Haozhe Zhang, Miaomiao Chen, Kaichen Liu
KaLOS finds Consensus: A Meta-Algorithm for Evaluating Inter-Annotator Agreement in Complex Vision Tasks
Authors: David Tschirschwitz, Volker Rodehorst