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Workshop
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FDAPT: Federated Domain-adaptive Pre-training for Language Models
Lekang Jiang · Filip Svoboda · Nicholas Lane
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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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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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Poster
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Tue 15:15
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Evolving Standardization for Continual Domain Generalization over Temporal Drift
Mixue Xie · Shuang Li · Longhui Yuan · Chi Liu · Zehui Dai
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Poster
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Wed 8:45
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Multiply Robust Federated Estimation of Targeted Average Treatment Effects
Larry Han · Zhu Shen · Jose Zubizarreta
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Poster
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Wed 15:00
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SimMMDG: A Simple and Effective Framework for Multi-modal Domain Generalization
Hao Dong · Ismail Nejjar · Han Sun · Eleni Chatzi · Olga Fink
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Poster
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Tue 15:15
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Make the U in UDA Matter: Invariant Consistency Learning for Unsupervised Domain Adaptation
Zhongqi Yue · QIANRU SUN · Hanwang Zhang
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Workshop
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Sat 12:15
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Adaptivity in Domain Adaptation and Friends
Samory Kpotufe
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Poster
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Wed 8:45
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Adversarial Self-Training Improves Robustness and Generalization for Gradual Domain Adaptation
Lianghe Shi · Weiwei Liu
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Workshop
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Class Balanced Dynamic Acquisition for Domain Adaptive Semantic Segmentation using Active Learning
Marc Schachtsiek · Simone Rossi · Thomas Hannagan
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Workshop
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Connect Later: Improving Fine-tuning for Robustness with Targeted Augmentations
Helen Qu · Sang Michael Xie
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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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