ii) Main research question or objective: How to effectively compress the KV cache in LLMs for long-context generation tasks without significantly degrading performance. iii) Key methodology: SCOPE preserves the KV cache during the prefill phase and uses a sliding strategy with adaptive and ...
PatchTST (from IBM) released with the paper A Time Series is Worth 64 Words: Long-term Forecasting with Transformers by Yuqi Nie, Nam H. Nguyen, Phanwadee Sinthong, Jayant Kalagnanam. Pegasus (from Google) released with the paper PEGASUS: Pre-training with Extracted Gap-sentences for Abstr...
在处理不同类型数据时,Transformer可以将文本数据转换为词元,将图像转换为曲面片(patch),将机器人的动作控制转化为机器人词汇[33](robot vocabulary)等,触觉[34]和味觉[35]等数据的处理也在探索中。此前,对不同类型数据信息的处理是由不同模型进行的,这导致了智能模拟的分割,如从文本数据中总结规律可以学习到...
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Accurate delineation of individual teeth and alveolar bones from dental cone-beam CT (CBCT) images is an essential step in digital dentistry for precision dental healthcare. In this paper, we present an AI system for efficient, precise, and fully automat
1.Zefang Liu, Jialei Shi, and John F Buford. Cyberbench: A multi-task benchmark for evaluating large language models in cybersecurity. 2.Guancheng Li, Yifeng Li, Wang Guannan, Haoyu Yang, and Yang Yu. Seceval: A comprehensive benchmark for evaluating cybersecurity knowledge of foundation mo...
IGI-DL系统通过预测每个patch的基因表达水平，将组织图像的像素强度和形态结构特征映射至基因空间表达。这一过程结合了卷积神经网络的特征提取能力和图神经网络的结构化建模能力。基于预测的空间基因表达信息，研究团队设计了super-patch graph模型，用于分析患者的癌症风险和生存预后。通过将基因表达数据与患者临床特征相结合...
this book. If you have a single artistic bone in your body, you can relate to these characters and scenarios plotted by Troy Little. This is a truly great comic and I look forward to reading future installments to see how Steven Patch gets himself out of the mess he's made for himself...
Merge pull request fastai#156 from theangellmethod/patch-1 Feb 20, 2018 README.rst fix densenet layer groups Dec 12, 2017 environment-cpu.yml added a cpu only env Feb 15, 2018 environment-old.yml fix for ints on windows Jan 29, 2018 environment.yml fix for ints on windows Jan 29, ...
We also would like to thank Prof. Miao Fang (PI of NLULab@NEUQ) for his supervision and insightful suggestion during discussion on this project. Related project InstructBLIP LLaVA MM-VET PCA-EVAL About [ECCV 2024] BenchLMM: Benchmarking Cross-style Visual Capability of Large Multimodal ...