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Workshop
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Domain-adapted Lag-Llama for Time Series Forecasting in the African Retail Sector.
Kelian Massa · Dario Fanucchi
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Poster
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Thu 16:30
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One-to-Multiple: A Progressive Style Transfer Unsupervised Domain-Adaptive Framework for Kidney Tumor Segmentation
Kai Hu · JinHao Li · Yuan Zhang · Xiongjun Ye · Xieping Gao
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Poster
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Wed 11:00
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SpGesture: Source-Free Domain-adaptive sEMG-based Gesture Recognition with Jaccard Attentive Spiking Neural Network
Weiyu Guo · Ying Sun · Yijie Xu · Ziyue Qiao · Yongkui Yang · Hui Xiong
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Workshop
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Domain-Adaptive ML for Surface Roughness Predictions in Nuclear Fusion
Shashank Galla · Antonios Alexos · Jay Yoo · Junze Liu · Kshitij Bhardwaj · Sean Hayes · Monika Biener · Pierre Baldi · Satish Bukkapatnam · Suhas Bhandarkar
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Poster
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Bayesian Domain Adaptation with Gaussian Mixture Domain-Indexing
Yanfang Ling · Jiyong Li · Lingbo Li · Shangsong Liang
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Poster
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Fri 11:00
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Learning Frequency-Adapted Vision Foundation Model for Domain Generalized Semantic Segmentation
Qi Bi · Jingjun Yi · Hao Zheng · Haolan Zhan · Yawen Huang · Wei Ji · Yuexiang Li · Yefeng Zheng
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Workshop
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Efficient Domain Adaptation of Robotic Foundation Models via Hypernetwork-Generated LoRA
Zheng Xiong · Siddhant Sharma · Kang Li · Risto Vuorio · Shimon Whiteson
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Poster
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Thu 11:00
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L-TTA: Lightweight Test-Time Adaptation Using a Versatile Stem Layer
Jin Shin · Hyun Kim
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Affinity Event
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Adaptive LoRA Merging for Efficient Domain Incremental Learning
Luigi Quarantiello · Eric Nuertey Coleman · Julio Hurtado · Vincenzo Lomonaco
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Workshop
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Adaptive LoRA Merging for Efficient Domain Incremental Learning
Eric Nuertey Coleman · Luigi Quarantiello · Julio Hurtado · Vincenzo Lomonaco
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Poster
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Fri 16:30
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On f-Divergence Principled Domain Adaptation: An Improved Framework
Ziqiao Wang · Yongyi Mao
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Poster
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Fri 11:00
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Achievable distributional robustness when the robust risk is only partially identified
Julia Kostin · Nicola Gnecco · Fanny Yang
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