Battle of the Backbones: A Large-Scale Comparison of Pretrained Models across Computer Vision Tasks (AI summary)
Micah Goldblum, Hossein Souri, Renkun Ni, Manli Shu, Viraj Prabhu, Gowthami Somepalli, Prithvijit Chattopadhyay, Mark Ibrahim, Adrien Bardes, Judy Hoffman, Rama Chellappa, Andrew Gordon Wilson, Tom Goldstein
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FlashAttention-2: Faster Attention with Better Parallelism and Work Partitioning (AI summary)
Tri Dao
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From Google Gemini to OpenAI Q* (Q-Star): A Survey of Reshaping the Generative Artificial Intelligence (AI) Research Landscape (AI summary)
Timothy R. McIntosh, Teo Susnjak, Tong Liu, Paul Watters, Malka N. Halgamuge
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Evaluating Large Language Models: A Comprehensive Survey (AI summary)
Zishan Guo, Renren Jin, Chuang Liu, Yufei Huang, Dan Shi, Supryadi, Linhao Yu, Yan Liu, Jiaxuan Li, Bojian Xiong, Deyi Xiong
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DocLLM: A layout-aware generative language model for multimodal document understanding (AI summary)
Dongsheng Wang, Natraj Raman, Mathieu Sibue, Zhiqiang Ma, Petr Babkin, Simerjot Kaur, Yulong Pei, Armineh Nourbakhsh, Xiaomo Liu
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PaSS: Parallel Speculative Sampling (AI summary)
Giovanni Monea, Armand Joulin, Edouard Grave
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A Unified Framework to Enforce, Discover, and Promote Symmetry in Machine Learning (AI summary)
Samuel E. Otto, Nicholas Zolman, J. Nathan Kutz, Steven L. Brunton
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GPQA: A Graduate-Level Google-Proof Q&A Benchmark (AI summary)
David Rein, Betty Li Hou, Asa Cooper Stickland, Jackson Petty, Richard Yuanzhe Pang, Julien Dirani, Julian Michael, Samuel R. Bowman
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Gorilla: Large Language Model Connected with Massive APIs (AI summary)
Shishir G. Patil, Tianjun Zhang, Xin Wang, Joseph E. Gonzalez
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PromptBench: A Unified Library for Evaluation of Large Language Models (AI summary)
Kaijie Zhu, Qinlin Zhao, Hao Chen, Jindong Wang, Xing Xie
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