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155 Results
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Workshop
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Temporal Cross-Attention for Dynamic Embedding and Tokenization of Multimodal Electronic Health Records Yingbo Ma · Suraj Kolla · Dhruv Kaliraman · Victoria Nolan · Zhenhong Hu · Ziyuan Guan · Yuanfang Ren · Brooke Armfield · Tezcan Ozrazgat-Baslanti · Tyler Loftus · Parisa Rashidi · Azra Bihorac · Benjamin Shickel |
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Simplicity Bias of Transformers to Learn Low Sensitivity Functions Bhavya Vasudeva · Deqing Fu · Tianyi Zhou · Elliott Kau · Youqi Huang · Vatsal Sharan |
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On the Representation Gap Between Modern RNNs and Transformers: The Curse of Memory Efficiency and the Fix of In-Context Retrieval Kaiyue Wen · Xingyu Dang · Kaifeng Lyu |
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Towards Principled Graph Transformers Luis Müller · Daniel Kusuma · Christopher Morris |
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In-context Newton’s method for regression: Transformers can provably converge Angeliki Giannou · Liu Yang · Tianhao Wang · Dimitris Papailiopoulos · Jason Lee |
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Backward Chaining Circuits in a Transformer Trained on a Symbolic Reasoning Task Jannik Brinkmann · Abhay Sheshadri · Victor Levoso · Paul Swoboda · Christian Bartelt |
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Prompting a Pretrained Transformer Can Be a Universal Approximator Aleksandar Petrov · Adel Bibi · Philip Torr |
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Transformers' Spectral Bias and The Symmetric Group Itay Lavie · Guy Gur-Ari · Zohar Ringel |
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Grapevine Disease Prediction Using Climate Variables from Multi-Sensor Remote Sensing Imagery via a Transformer Model Weiying Zhao · Natalia Efremova |
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What makes vision transformers robust towards bit-flip attack? Xuan Zhou · Souvik Kundu · Peter Beerel |
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Sat 2:40 |
Whole Genome Transformers for Gene Interaction Effects in Microbiome Habitat Prediction Li · Sandeep Cranganore · Nicholas Youngblut · Niki Kilbertus |
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Workshop
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Backward Chaining Circuits in a Transformer Trained on a Symbolic Reasoning Task Jannik Brinkmann · Abhay Sheshadri · Victor Levoso · Paul Swoboda · Christian Bartelt |