Learnware: Small Models Do Big

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Learnware: Small Models Do Big

Science China Information Sciences (Sci. China Inf. Sci.), 2022

7 October 2022

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Papers citing "Learnware: Small Models Do Big"

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Title
A Survey on Large Language Models for Mathematical Reasoning Peng-Yuan Wang Tian-Shuo Liu Chenyang Wang Yi-Di Wang Shu Yan ... Xu-Hui Liu Xin-Wei Chen Jia-Cheng Xu Ziniu Li Yang Yu LRM 261 18 0 10 Jun 2025
Cooperation of Experts: Fusing Heterogeneous Information with Large Margin Shuo Wang Shunyang Huang Jinghui Yuan Zhixiang Shen Zhao Kang 251 5 0 27 May 2025
Learnware of Language Models: Specialized Small Language Models Can Do Big Zhi-Hao Tan Zi-Chen Zhao Hao-Yu Shi Xin-Yu Zhang Peng Tan Yang Yu Zhi Zhou 330 3 0 19 May 2025
Representation Learning for Tabular Data: A Comprehensive Survey Jun-Peng Jiang Si-Yang Liu Hao-Run Cai Qile Zhou Han-Jia Ye LMTD 359 16 0 17 Apr 2025
SeqFusion: Sequential Fusion of Pre-Trained Models for Zero-Shot Time-Series Forecasting Ting Huang Xu-Yang Chen Han-Jia Ye AI4TS 223 2 0 04 Mar 2025
Vision-Language Model Selection and Reuse for Downstream Adaptation Hao-Zhe Tan Zhi Zhou Lan-Zhe Guo Yu-Feng Li VLM 356 0 0 30 Jan 2025
CGI: Identifying Conditional Generative Models with Example ImagesInternational Joint Conference on Artificial Intelligence (IJCAI), 2025 Zhi Zhou Hao-Zhe Tan Peng-Xiao Song Lan-Zhe Guo DiffM 364 0 0 23 Jan 2025
Bridging Today and the Future of Humanity: AI Safety in 2024 and Beyond Shanshan Han 591 1 0 09 Oct 2024
Wings: Learning Multimodal LLMs without Text-only Forgetting Yi-Kai Zhang Shiyin Lu Yang Li Yanqing Ma Qing-Guo Chen Zhao Xu Weihua Luo Kaifu Zhang De-Chuan Zhan Han-Jia Ye VLM 308 19 0 05 Jun 2024
A Lightweight Measure of Classification Difficulty from Application Dataset Characteristics Bryan Bo Cao Abhinav Sharma Lawrence O'Gorman Michael J. Coss Shubham Jain 282 3 0 09 Apr 2024
Beimingwu: A Learnware Dock SystemKnowledge Discovery and Data Mining (KDD), 2024 Zhi-Hao Tan Jian-Dong Liu Xiao-Dong Bi Peng Tan Qin-Cheng Zheng Hai-Tian Liu Yi Xie Xiao-Chuan Zou Yang Yu Zhi Zhou 178 14 0 24 Jan 2024
Foundation Models Meet Visualizations: Challenges and OpportunitiesComputational Visual Media (CVM), 2023 Weikai Yang Mengchen Liu Zheng Wang Shixia Liu 209 59 0 09 Oct 2023
Model Spider: Learning to Rank Pre-Trained Models EfficientlyNeural Information Processing Systems (NeurIPS), 2023 Yi-Kai Zhang Ting Huang Yao-Xiang Ding De-Chuan Zhan Han-Jia Ye 282 39 0 06 Jun 2023