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10 Results
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Workshop
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Sat 2:00 |
Invited Talk #2 - A data-centric view on reliable generalization: From ImageNet to LAION-5B & DataComp [Speaker: Ludwig Schmidt (Anthropic, Stanford, and U Washington)] Ludwig Schmidt |
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| Thu 8:30 |
Data-Centric Machine Learning Research Meetup Bernard Koch · Sang Truong |
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Poster
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Tue 7:30 |
Dissecting Sample Hardness: A Fine-Grained Analysis of Hardness Characterization Methods for Data-Centric AI Nabeel Seedat · Fergus Imrie · Mihaela van der Schaar |
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Workshop
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RD2Bench: Toward Data-Centric Automatic R&D Haotian Chen · Xinjie Shen · Zeqi Ye · Xiao Yang · Xu Yang · Weiqing Liu · Jiang Bian |
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Workshop
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Pre-training Concept Frequency is predictive of CLIP Zero-shot Performance Vishaal Udandarao · Ameya Prabhu · Philip Torr · Adel Bibi · Samuel Albanie · Matthias Bethge |
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Oral
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Thu 6:45 |
Candidate Label Set Pruning: A Data-centric Perspective for Deep Partial-label Learning Shuo He · Chaojie Wang · Guowu Yang · Lei Feng |
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Poster
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Thu 7:30 |
Candidate Label Set Pruning: A Data-centric Perspective for Deep Partial-label Learning Shuo He · Chaojie Wang · Guowu Yang · Lei Feng |
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Workshop
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Sat 0:00 |
Data-centric Machine Learning Research (DMLR): Harnessing Momentum for Science Manil Maskey · Lilith Bat-Leah · Danilo Brajovic · Paolo Climaco · Alicia Parrish · Chanjun Park · Xiaozhe Yao · Holger Caesar · Bernard Koch · Fatimah Alzamzami · Zhangyang Wang · Jerone Andrews · Praveen Paritosh · Steffen Vogler · Mayee Chen · Sang Truong · Bolei Ma |
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Poster
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Fri 1:45 |
What Makes Good Data for Alignment? A Comprehensive Study of Automatic Data Selection in Instruction Tuning Wei Liu · Weihao Zeng · Keqing He · Yong Jiang · Junxian He |
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Workshop
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Sat 2:40 |
Scalable Amortized GPLVMs for Single Cell Transcriptomics Data Sarah Zhao · Aditya Ravuri · Vidhi R Lalchand · Neil Lawrence |