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242 Results
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Poster
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Thu 2:30 |
Structured Inverse-Free Natural Gradient Descent: Memory-Efficient & Numerically-Stable KFAC Wu Lin · Felix Dangel · Runa Eschenhagen · Kirill Neklyudov · Agustinus Kristiadi · Richard E Turner · Alireza Makhzani |
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Poster
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Thu 4:30 |
Leveraging Self-Consistency for Data-Efficient Amortized Bayesian Inference Marvin Schmitt · Desi Ivanova · Daniel Habermann · Ullrich Koethe · Paul Buerkner · Stefan Radev |
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Poster
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Wed 2:30 |
Data-efficient Large Vision Models through Sequential Autoregression Zhiwei Hao · Jianyuan Guo · Chengcheng Wang · Yehui Tang · Han Wu · Han Hu · Kai Han · Chang Xu |
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Poster
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Thu 2:30 |
FedBAT: Communication-Efficient Federated Learning via Learnable Binarization Shiwei Li · Wenchao Xu · Haozhao Wang · Xing Tang · Yining Qi · Shijie Xu · weihongluo · Yuhua Li · xiuqiang He · Ruixuan Li |
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Poster
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Tue 4:30 |
SPP: Sparsity-Preserved Parameter-Efficient Fine-Tuning for Large Language Models Xudong LU · Aojun Zhou · Yuhui Xu · Renrui Zhang · Peng Gao · Hongsheng Li |
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Poster
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Tue 4:30 |
Learning-Efficient Yet Generalizable Collaborative Filtering for Item Recommendation Yuanhao Pu · Xiaolong Chen · Xu Huang · Jin Chen · Defu Lian · Enhong Chen |
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Oral
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Thu 8:00 |
GaLore: Memory-Efficient LLM Training by Gradient Low-Rank Projection Jiawei Zhao · Zhenyu Zhang · Beidi Chen · Zhangyang “Atlas” Wang · Anima Anandkumar · Yuandong Tian |
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Poster
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Tue 2:30 |
Parameter-Efficient Fine-Tuning with Discrete Fourier Transform Ziqi Gao · Qichao Wang · Aochuan Chen · Zijing Liu · Bingzhe Wu · Liang Chen · Jia Li |
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Poster
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Thu 4:30 |
Scalable AI Safety via Doubly-Efficient Debate Jonah Brown-Cohen · Geoffrey Irving · Georgios Piliouras |
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Oral
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Thu 8:15 |
Scalable AI Safety via Doubly-Efficient Debate Jonah Brown-Cohen · Geoffrey Irving · Georgios Piliouras |
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Poster
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Wed 4:30 |
Short-Long Convolutions Help Hardware-Efficient Linear Attention to Focus on Long Sequences Zicheng Liu · Siyuan Li · Li Wang · Zedong Wang · Yunfan Liu · Stan Z Li |
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Poster
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Tue 2:30 |
Sample-Efficient Robust Multi-Agent Reinforcement Learning in the Face of Environmental Uncertainty Laixi Shi · Eric Mazumdar · Yuejie Chi · Adam Wierman |