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Workshop
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LoCoDL: Communication-Efficient Distributed Learning with Local Training and Compression
Laurent Condat · Artavazd Maranjyan · Peter Richtarik
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Poster
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Wed 11:00
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Asynchronous Perception Machine for Efficient Test Time Training
Rajat Modi · Yogesh Rawat
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Workshop
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Efficiently Dispatching Flash Attention For Partially Filled Attention Masks
Agniv Sharma · Jonas Geiping
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Workshop
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Eagle: Efficient Training-Free Router for Multi-LLM Inference
Zesen Zhao · Shuowei Jin · Zhuoqing Morley Mao
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Workshop
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On the Implicit Relation between Low-Rank Adaptation and Differential Privacy
Saber Malekmohammadi · Golnoosh Farnadi
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Workshop
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Inducing Elasticity in Foundation Models: Post-Training Techniques for Adaptable Inference
Aashiq Muhamed · Jiarui Liu · Mona Diab · Virginia Smith
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Workshop
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Efficient Ensembles Improve Training Data Attribution
Junwei Deng · Ting-Wei Li · Shichang (Ray) Zhang · Jiaqi Ma
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Workshop
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Tensor Attention Training: Provably Efficient Learning of Higher-order Transformers
Yingyu Liang · Zhenmei Shi · Zhao Song · Yufa Zhou
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Poster
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Wed 16:30
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Advancing Training Efficiency of Deep Spiking Neural Networks through Rate-based Backpropagation
Chengting Yu · Lei Liu · Gaoang Wang · Erping Li · Aili Wang
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Workshop
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HERTA: A High-Efficiency and Rigorous Training Algorithm for Unfolded Graph Neural Networks
Yongyi Yang · Jiaming Yang · Wei Hu · Michal Derezinski
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Poster
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Thu 16:30
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CoMERA: Computing- and Memory-Efficient Training via Rank-Adaptive Tensor Optimization
Zi Yang · Ziyue Liu · Samridhi Choudhary · Xinfeng Xie · Cao Gao · Siegfried Kunzmann · Zheng Zhang
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Workshop
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Nexus: Specialization meets Adaptability for Efficiently Training Mixture of Experts
Nikolas Gritsch · Qizhen (Irene) Zhang · Acyr Locatelli · Sara Hooker · Ahmet Üstün
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