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6 Results
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Poster
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Tue 14:00 |
Signal Propagation in Transformers: Theoretical Perspectives and the Role of Rank Collapse Lorenzo Noci · Sotiris Anagnostidis · Luca Biggio · Antonio Orvieto · Sidak Pal Singh · Aurelien Lucchi |
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Poster
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Thu 14:00 |
Graph Neural Networks are Dynamic Programmers Andrew J Dudzik · Petar Veličković |
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Poster
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Wed 14:00 |
Vision Transformers provably learn spatial structure Samy Jelassi · Michael Sander · Yuanzhi Li |
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Workshop
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Thu 23:00 |
Vision Transformers: Theory and applications Fahad Shahbaz Khan · Gul Varol · Salman Khan · Ping Luo · Rao Anwer · Ashish Vaswani · Hisham Cholakkal · Niki Parmar · Joost van de Weijer · Mubarak Shah |
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Poster
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Thu 9:00 |
Statistically Meaningful Approximation: a Case Study on Approximating Turing Machines with Transformers Colin Wei · Yining Chen · Tengyu Ma |
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Poster
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Tue 9:00 |
A Theory of PAC Learnability under Transformation Invariances Han Shao · Omar Montasser · Avrim Blum |