Oral
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Thu 10:40
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HydraLoRA: An Asymmetric LoRA Architecture for Efficient Fine-Tuning
Chunlin Tian · Zhan Shi · Zhijiang Guo · Li Li · Cheng-Zhong Xu
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Workshop
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FourierKAN outperforms MLP on Text Classification Head Fine-tuning
Abdullah Al Imran · Md Farhan Ishmam
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Poster
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Fri 16:30
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Robust Fine-tuning of Zero-shot Models via Variance Reduction
Beier Zhu · Jiequan Cui · Hanwang Zhang
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Workshop
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LoFiT: Localized Fine-tuning on LLM Representations
Fangcong Yin · Xi Ye · Greg Durrett
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Workshop
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Multimodal Lego: Model Merging and Fine-Tuning Across Topologies and Modalities
Konstantin Hemker · Nikola Simidjievski · Mateja Jamnik
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Workshop
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CompassDock: A Comprehensive Accurate Assessment Approach for Deep Learning-Based Molecular Docking in Inference and Fine-Tuning
Ahmet Sarigun · Vedran Franke · Bora Uyar · Altuna Akalin
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Workshop
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Accelerating Memory-Efficient LLM Training and Fine-Tuning via Tracking the Gradient Subspace
Sahar Rajabi · Sirisha Rambhatla
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Workshop
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Learning the Regularization Strength for Deep Fine-Tuning via a Data-Emphasized Variational Objective
Ethan Harvey · Mikhail Petrov · Michael Hughes
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Poster
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Personalized Federated Learning with Mixture of Models for Adaptive Prediction and Model Fine-Tuning
Pouya M. Ghari · Yanning Shen
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Poster
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Thu 11:00
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HydraLoRA: An Asymmetric LoRA Architecture for Efficient Fine-Tuning
Chunlin Tian · Zhan Shi · Zhijiang Guo · Li Li · Cheng-Zhong Xu
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Workshop
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Teaching LLMs How To Learn with Contextual Fine-Tuning
Younwoo Choi · Muhammad Adil Asif · Ziwen Han · John Willes · Rahul Krishnan
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Workshop
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In Search of the Successful Interpolation: On the Role of Sharpness in CLIP Generalization
alireza abdollahpour
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