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Exploring Gen-AI applications in building research and industry: A review

1 October 2024

Papers citing "Exploring Gen-AI applications in building research and industry: A review"

21 / 21 papers shown

Title
Understanding Generative AI Content with Embedding Models Max Vargas Reilly Cannon A. Engel Anand D. Sarwate Tony Chiang 190 3 0 19 Aug 2024
HybridRAG: Integrating Knowledge Graphs and Vector Retrieval Augmented Generation for Efficient Information Extraction Bhaskarjit Sarmah Benika Hall Rohan Rao Sunil Patel Stefano Pasquali Dhagash Mehta 87 51 0 09 Aug 2024
Modular RAG: Transforming RAG Systems into LEGO-like Reconfigurable Frameworks Yunfan Gao Yun Xiong Meng Wang Haofen Wang 91 20 0 26 Jul 2024
Reuse, Don't Retrain: A Recipe for Continued Pretraining of Language Models Jupinder Parmar Sanjev Satheesh M. Patwary Mohammad Shoeybi Bryan Catanzaro 107 38 0 09 Jul 2024
Empowering Large Language Models to Set up a Knowledge Retrieval Indexer via Self-Learning Xun Liang Pengnian Qi Zhiyu Li Sensen Zhang Shichao Song Hanyu Wang Jiawei Yang Feiyu Xiong Simin Niu Chenyang Xi RALM 68 8 0 27 May 2024
A Survey on RAG Meeting LLMs: Towards Retrieval-Augmented Large Language Models Wenqi Fan Yujuan Ding Liang-bo Ning Shijie Wang Hengyun Li Dawei Yin Tat-Seng Chua Qing Li RALM 3DV 148 250 0 10 May 2024
Multi-view Content-aware Indexing for Long Document Retrieval Kuicai Dong Derrick-Goh-Xin Deik Yi Quan Lee Hao Zhang Xiangyang Li Cong Zhang Yong Liu 63 3 0 23 Apr 2024
Think Big, Generate Quick: LLM-to-SLM for Fast Autoregressive Decoding Benjamin Bergner Andrii Skliar Amelie Royer Tijmen Blankevoort Yuki Markus Asano B. Bejnordi 88 7 0 26 Feb 2024
Advancing Building Energy Modeling with Large Language Models: Exploration and Case Studies Liang Zhang Zhelun Chen Vitaly Ford AI4CE 66 20 0 14 Feb 2024
How Useful is Continued Pre-Training for Generative Unsupervised Domain Adaptation? Rheeya Uppaal Yixuan Li Junjie Hu 122 6 0 31 Jan 2024
Opportunities and Challenges of Applying Large Language Models in Building Energy Efficiency and Decarbonization Studies: An Exploratory Overview Liang Zhang Zhelun Chen 65 4 0 18 Dec 2023
A Survey on Large Language Model (LLM) Security and Privacy: The Good, the Bad, and the Ugly Yifan Yao Jinhao Duan Kaidi Xu Yuanfang Cai Eric Sun Yue Zhang PILM ELM 111 549 0 04 Dec 2023
Generative AI Stefan Feuerriegel Jochen Hartmann Christian Janiesch Patrick Zschech 110 626 0 13 Sep 2023
Art and the science of generative AI: A deeper dive Ziv Epstein Aaron Hertzmann L. Herman Robert Mahari M. Frank ... Jessica Fjeld Hany Farid Neil Leach Alex Pentland Olga Russakovsky 80 311 0 07 Jun 2023
Generated Faces in the Wild: Quantitative Comparison of Stable Diffusion, Midjourney and DALL-E 2 Ali Borji DiffM 159 124 0 02 Oct 2022
Understanding Diffusion Models: A Unified Perspective Calvin Luo DiffM 99 347 0 25 Aug 2022
Continual Pre-Training Mitigates Forgetting in Language and Vision Andrea Cossu Tinne Tuytelaars Antonio Carta Lucia C. Passaro Vincenzo Lomonaco D. Bacciu KELM VLM CLL 69 72 0 19 May 2022
Enable Deep Learning on Mobile Devices: Methods, Systems, and Applications Han Cai Ji Lin Chengyue Wu Zhijian Liu Haotian Tang Hanrui Wang Ligeng Zhu Song Han 84 113 0 25 Apr 2022
AI for Next Generation Computing: Emerging Trends and Future Directions S. Gill Minxian Xu Carlo Ottaviani Panos Patros Rami Bahsoon ... R. Sakellariou Schahram Dustdar Omer F. Rana Ivona Brandić Steve Uhlig 45 404 0 05 Mar 2022
It's Not Just Size That Matters: Small Language Models Are Also Few-Shot Learners Timo Schick Hinrich Schütze 132 976 0 15 Sep 2020
Language Models with Transformers Chenguang Wang Mu Li Alex Smola 75 121 0 20 Apr 2019