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Workshop
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Synthia's Melody: A Benchmark Framework for Unsupervised \\Domain Adaptation in Audio
Harry Coppock · Chia-Hsin Lin
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Workshop
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Bilevel Optimization to Learn Training Distributions for Language Modeling under Domain Shift
David Grangier · Pierre Ablin · Awni Hannun
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Workshop
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Towards the Fundamental Limits of Knowledge Transfer over Finite Domains
Qingyue Zhao · Banghua Zhu
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Workshop
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DOGE: Domain Reweighting with Generalization Estimation
Simin Fan · Matteo Pagliardini · Martin Jaggi
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Workshop
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Continual Learning and Out of Distribution Generalization in a Systematic Reasoning Task
Mustafa Abdool · Andrew Nam · James McClelland
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Workshop
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Nonlinear-manifold reduced order models with domain decomposition
Alejandro Diaz · Youngsoo Choi · Matthias Heinkenschloss
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Workshop
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Empowering Domain Experts to Detect Social Bias in Generative AI with User-Friendly Interfaces
Roy Jiang · Rafal Kocielnik · Adhithya Prakash Saravanan · Pengrui Han · R. Michael Alvarez · Animashree Anandkumar
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Workshop
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Improving Domain Generalization in Contrastive Learning Using Adaptive Temperature Control
Katie Matton · Robert Lewis · Rosalind Picard · John Guttag
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Workshop
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JMedLoRA:Medical Domain Adaptation on Japanese Large Language Models using Instruction-tuning
Issey Sukeda · Masahiro Suzuki · Hiroki Sakaji · satoshi kodera
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Workshop
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Evolving Domain Adaptation of Pretrained Language Models for Text Classification
Yun-Shiuan Chuang · Rheeya Uppaal · Yi Wu · Luhang Sun · Makesh Narsimhan Sreedhar · Sijia Yang · Timothy T Rogers · Junjie Hu
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