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74 Results
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Poster
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Fri 11:00 |
Sample and Computationally Efficient Robust Learning of Gaussian Single-Index Models Puqian Wang · Nikos Zarifis · Ilias Diakonikolas · Jelena Diakonikolas |
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Workshop
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Less is Enough: Adapting Pre-trained Vision Transformers for Audio-Visual Speaker Verification Gnana Praveen Rajasekhar · MD JAHANGIR ALAM |
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Poster
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Fri 16:30 |
LISA: Layerwise Importance Sampling for Memory-Efficient Large Language Model Fine-Tuning Rui Pan · Xiang Liu · SHIZHE DIAO · Renjie Pi · Jipeng Zhang · Chi Han · Tong Zhang |
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Competition
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Sun 9:00 |
LLM Merging: Building LLMs Efficiently through Merging Margaret Li · Jiacheng Zhu · Rickard Brüel Gabrielsson · Derek Tam · Mikhail Yurochkin · Colin Raffel · Leshem Choshen |
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Poster
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Wed 16:30 |
DEX: Data Channel Extension for Efficient CNN Inference on Tiny AI Accelerators Taesik Gong · Fahim Kawsar · Chulhong Min |
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Poster
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Fri 16:30 |
Parameter Efficient Adaptation for Image Restoration with Heterogeneous Mixture-of-Experts Hang Guo · Tao Dai · Yuanchao Bai · Bin Chen · Xudong Ren · Zexuan Zhu · Shu-Tao Xia |
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Poster
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Fri 16:30 |
ParallelEdits: Efficient Multi-Aspect Text-Driven Image Editing with Attention Grouping Mingzhen Huang · Jialing Cai · Shan Jia · Vishnu Lokhande · Siwei Lyu |
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Oral
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Wed 16:10 |
SeeA*: Efficient Exploration-Enhanced A* Search by Selective Sampling Dengwei Zhao · Shikui Tu · Lei Xu |
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Poster
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Wed 16:30 |
SeeA*: Efficient Exploration-Enhanced A* Search by Selective Sampling Dengwei Zhao · Shikui Tu · Lei Xu |
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Poster
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Thu 11:00 |
Learning to Merge Tokens via Decoupled Embedding for Efficient Vision Transformers Dong Hoon Lee · Seunghoon Hong |
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Workshop
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Approximations may be all you need: Towards Pre-training LLMs with Low-Rank Decomposition and Optimizers Namrata Shivagunde · Mayank Kulkarni · Giannis Karamanolakis · Jack FitzGerald · Yannick Versley · Saleh Soltan · Volkan Cevher · Jianhua Lu · Anna Rumshisky |
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Workshop
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Mixture of Experts Enable Efficient and Effective Protein Understanding and Design Ning Sun · Shuxian Zou · Tianhua Tao · Sazan Mahbub · Xingyi Cheng · Yonghao Zhuang · Hongyi Wang · Eric Xing · Le Song |