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Social
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Thu 8:30
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Data-Centric Machine Learning Research Meetup
Bernard Koch · Sang Truong
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Poster
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Tue 7:30
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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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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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Workshop
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Sat 2:00
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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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Oral
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Thu 6:45
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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
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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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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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Sat 0:00
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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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Workshop
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Immediate generalisation in humans but a generalisation lag in deep neural networks—evidence for representational divergence?
Lukas Huber · Fred Mast · Felix Wichmann
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Poster
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Thu 1:45
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The Joint Effect of Task Similarity and Overparameterization on Catastrophic Forgetting — An Analytical Model
Daniel Goldfarb · Itay Evron · Nir Weinberger · Daniel Soudry · Paul Hand
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Poster
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Fri 7:30
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AUGCAL: Improving Sim2Real Adaptation by Uncertainty Calibration on Augmented Synthetic Images
Prithvijit Chattopadhyay · Bharat Goyal · Boglarka Ecsedi · Viraj Prabhu · Judy Hoffman
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Poster
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Tue 1:45
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Un-Mixing Test-Time Normalization Statistics: Combatting Label Temporal Correlation
Devavrat Tomar · Guillaume Vray · Jean-Philippe Thiran · Behzad Bozorgtabar
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