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26 Results
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Workshop
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Sat 11:30 |
Sparsified State-Space Models are Efficient Highway Networks Woomin Song · Jihoon Tack · Sangwoo Mo · Seunghyuk Oh · Jinwoo Shin |
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Workshop
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Sun 14:30 |
Photonic KAN: a Kolmogorov-Arnold Network Inspired Efficient Photonic Neuromorphic Architecture Yiwei Peng · Sean Hooten · Thomas Van Vaerenbergh · Xian Xiao · Marco Fiorentino · Raymond Beausoleil |
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Workshop
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Revisiting SMoE Language Models by Evaluating Inefficiencies with Task Specific Expert Pruning Soumajyoti Sarkar · Leonard Lausen · Volkan Cevher · Thomas Brox · Sheng Zha · George Karypis |
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Workshop
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Sun 12:00 |
Photonic KAN: a Kolmogorov-Arnold Network Inspired Efficient Photonic Neuromorphic Architecture Yiwei Peng · Sean Hooten · Thomas Van Vaerenbergh · Xian Xiao · Marco Fiorentino · Raymond Beausoleil |
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Workshop
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Sat 13:48 |
Inference-Friendly Models With MixAttention Shashank Rajput · Ying Sheng · Sean Owen · Vitaliy Chiley |
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Poster
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CE-NAS: An End-to-End Carbon-Efficient Neural Architecture Search Framework Yiyang Zhao · Yunzhuo Liu · Bo Jiang · Tian Guo |
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Workshop
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Accelerating the Low-Rank Decomposed Models Habib Hajimolahoseini · Walid Ahmed · Shuangyue Wen · Yang Liu |
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Workshop
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Is 3D Convolution with 5D Tensors Really Necessary for Video Analysis? Habib Hajimolahoseini · Walid Ahmed · Shuangyue Wen · Yang Liu |
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Workshop
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Sat 11:36 |
Longhorn: State Space Models are Amortized Online Learners Bo Liu · Rui Wang · Lemeng Wu · Yihao Feng · Peter Stone · Qiang Liu |
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Workshop
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Sparse Upcycling: Inference Inefficient Finetuning Sasha Doubov · Nikhil Sardana · Vitaliy Chiley |
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Workshop
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Partially Shared Query-Key for Lightweight Language Models Kai Yang · Vahid Partovi Nia · Boxing Chen · Masoud Asgharian |
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Workshop
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Flash Inference: Near Linear Time Inference for Long Convolution Sequence Models and Beyond Costin-Andrei Oncescu · Sanket Purandare · Stratos Idreos · Sham Kakade |