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64 Results
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Workshop
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UnoLoRA: Single Low-Rank Adaptation for Efficient Multitask Fine-tuning Akash Kamalesh · Anirudh Lakhotia · Nischal S · Prerana Sanjay Kulkarni · Gowri Srinivasa |
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Poster
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Wed 11:00 |
Efficient Minimum Bayes Risk Decoding using Low-Rank Matrix Completion Algorithms Firas Trabelsi · David Vilar · Mara Finkelstein · Markus Freitag |
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Workshop
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PepDoRA: A Unified Peptide Language Model via Weight-Decomposed Low-Rank Adaptation Leyao Wang · Rishab Pulugurta · Pranay Vure · Aastha Pal · Yinuo Zhang · Pranam Chatterjee |
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Workshop
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Variational Low-Rank Adaptation Using IVON Bai Cong · Nico Daheim · Yuesong Shen · Daniel Cremers · Rio Yokota · Mohammad Emtiyaz Khan · Thomas Möllenhoff |
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Poster
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Wed 16:30 |
SeTAR: Out-of-Distribution Detection with Selective Low-Rank Approximation Yixia Li · Boya Xiong · Guanhua Chen · Yun Chen |
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Poster
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Prompt Tuning Strikes Back: Customizing Foundation Models with Low-Rank Prompt Adaptation Abhinav Jain · Swarat Chaudhuri · Thomas Reps · Christopher Jermaine |
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Poster
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Thu 11:00 |
BLoB: Bayesian Low-Rank Adaptation by Backpropagation for Large Language Models Yibin Wang · Haizhou Shi · Ligong Han · Dimitris Metaxas · Hao Wang |
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Poster
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Fri 16:30 |
Low-Rank Optimal Transport through Factor Relaxation with Latent Coupling Peter Halmos · Xinhao Liu · Julian Gold · Benjamin Raphael |
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Poster
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Wed 11:00 |
LoRANN: Low-Rank Matrix Factorization for Approximate Nearest Neighbor Search Elias Jääsaari · Ville Hyvönen · Teemu Roos |
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Poster
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Thu 11:00 |
Entrywise error bounds for low-rank approximations of kernel matrices Alexander Modell |
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Poster
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Wed 11:00 |
Coherence-free Entrywise Estimation of Eigenvectors in Low-rank Signal-plus-noise Matrix Models Hao Yan · Keith Levin |
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Poster
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Fri 16:30 |
Neural collapse vs. low-rank bias: Is deep neural collapse really optimal? Peter Súkeník · Christoph Lampert · Marco Mondelli |