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297 Results
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Workshop
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Discovering Lyapunov functions with transformers Alberto Alfarano · Francois Charton · Amaury Hayat |
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Workshop
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Sat 9:25 |
The Data Movement Bottleneck in Analog Computing Accelerators: An Analog Optical Fourier Transform and Convolution Accelerator Case Study James Meech · Vasileios Tsoutsouras · Phillip Stanley-Marbell |
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Workshop
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How Capable Can a Transformer Become? A Study on Synthetic, Interpretable Tasks Rahul Ramesh · Mikail Khona · Robert Dick · Hidenori Tanaka · Ekdeep S Lubana |
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Workshop
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How Capable Can a Transformer Become? A Study on Synthetic, Interpretable Tasks Rahul Ramesh · Mikail Khona · Robert Dick · Hidenori Tanaka · Ekdeep S Lubana |
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Workshop
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Stepwise Inference in Transformers: Exploring a Synthetic Graph Navigation Task Mikail Khona · Maya Okawa · Rahul Ramesh · Kento Nishi · Robert Dick · Ekdeep S Lubana · Hidenori Tanaka |
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Workshop
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Typhoon Intensity Prediction with Vision Transformer Huanxin Chen · Pengshuai Yin · Huichou Huang · Qingyao Wu · Ruirui Liu · Xiatian Zhu |
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Workshop
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Exploiting Transformer Activation Sparsity with Dynamic Inference Mikołaj Piórczyński · Filip Szatkowski · Klaudia Bałazy · Bartosz Wójcik |
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Workshop
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Sat 12:01 |
Diagnosing Transformers: Illuminating Feature Spaces for Clinical Decision-Making Aliyah Hsu · Yeshwanth Cherapanamjeri · Briton Park · Tristan Naumann · Anobel Odisho · Bin Yu |
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Workshop
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Can Transformers In-Context Learn Task Mixtures? Nilesh Tripuraneni · Lyric Doshi · Steve Yadlowsky |
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Workshop
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Fri 8:40 |
ExPT: Synthetic Pretraining for Few-Shot Experimental Design Tung Nguyen · Sudhanshu Agrawal · Aditya Grover |
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Workshop
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Can Transformer Models Generalize Via In-Context Learning Beyond Pretraining Data? Steve Yadlowsky · Lyric Doshi · Nilesh Tripuraneni |
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Workshop
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JoMA: Demystifying Multilayer Transformers via JOint Dynamics of MLP and Attention Yuandong Tian · Yiping Wang · Zhenyu Zhang · Beidi Chen · Simon Du |