Title
Federated Domain-Specific Knowledge Transfer on Large Language Models Using Synthetic Data Haoran Li Xinyuan Zhao Dadi Guo Hanlin Gu Huiping Zhuang Yuxing Han Yangqiu Song Lixin Fan Qiang Yang 99 1 0 23 May 2024
Aggregation of Reasoning: A Hierarchical Framework for Enhancing Answer Selection in Large Language Models Zhangyue Yin Qiushi Sun Qipeng Guo Zhiyuan Zeng Xiaonan Li ... Qinyuan Cheng Ding Wang Xiaofeng Mou Xipeng Qiu XuanJing Huang LRM 96 4 0 21 May 2024
PathOCL: Path-Based Prompt Augmentation for OCL Generation with GPT-4 Seif Abukhalaf Mohammad Hamdaqa Foutse Khomh LLMAG 84 7 0 21 May 2024
Data Selection for Transfer Unlearning N. Sepahvand Vincent Dumoulin Eleni Triantafillou Gintare Karolina Dziugaite MU 78 4 0 16 May 2024
Localizing Task Information for Improved Model Merging and Compression Ke Wang Nikolaos Dimitriadis Guillermo Ortiz-Jimenez Franccois Fleuret Pascal Frossard MoMe 91 60 0 13 May 2024
UniDM: A Unified Framework for Data Manipulation with Large Language Models Yichen Qian Yongyi He Rong Zhu Jintao Huang Zhijian Ma ... Yaohua Wang Xiuyu Sun Defu Lian Bolin Ding Jingren Zhou 54 4 0 10 May 2024
Zero-shot Degree of Ill-posedness Estimation for Active Small Object Change Detection Koji Takeda Kanji Tanaka Yoshimasa Nakamura Asako Kanezaki 85 0 0 10 May 2024
A Survey of Time Series Foundation Models: Generalizing Time Series Representation with Large Language Model Weiqi Zhang Jiexia Ye Ke Yi Yongzi Yu Ziyue Li Jia Li Fugee Tsung AI4TS AI4CE 92 29 0 03 May 2024
Advances and Open Challenges in Federated Learning with Foundation Models Chao Ren Han Yu Hongyi Peng Xiaoli Tang Anran Li ... A. Tan Bo Zhao Xiaoxiao Li Zengxiang Li Qiang Yang FedML AIFin AI4CE 150 11 0 23 Apr 2024
emrQA-msquad: A Medical Dataset Structured with the SQuAD V2.0 Framework, Enriched with emrQA Medical Information Jimenez Eladio Hao Wu 74 4 0 18 Apr 2024
A Survey on Multimodal Wearable Sensor-based Human Action Recognition Jianyuan Ni Hao Tang Syed Tousiful Haque Yan Yan A. Ngu 122 9 0 14 Apr 2024
FreeSeg-Diff: Training-Free Open-Vocabulary Segmentation with Diffusion Models Barbara Toniella Corradini Mustafa Shukor Paul Couairon Guillaume Couairon Franco Scarselli Matthieu Cord DiffM VLM 105 6 0 29 Mar 2024
Hallucination Detection in Foundation Models for Decision-Making: A Flexible Definition and Review of the State of the Art Neeloy Chakraborty Melkior Ornik Katherine Driggs-Campbell LRM 243 12 0 25 Mar 2024
Segment Anything for comprehensive analysis of grapevine cluster architecture and berry properties Efrain Torres-Lomas Jimena Lado-Jimena Guillermo Garcia-Zamora Luis Diaz-Garcia 65 2 0 19 Mar 2024
Fisher Mask Nodes for Language Model Merging Thennal D K Ganesh Nathan Suchithra M S MoMe AI4CE 97 5 0 14 Mar 2024
VLOGGER: Multimodal Diffusion for Embodied Avatar Synthesis Enric Corona Andrei Zanfir Eduard Gabriel Bazavan Nikos Kolotouros Thiemo Alldieck C. Sminchisescu VGen DiffM 103 32 0 13 Mar 2024
Debiased Noise Editing on Foundation Models for Fair Medical Image Classification Ruinan Jin Wenlong Deng Minghui Chen Xiaoxiao Li MedIm 92 2 0 10 Mar 2024
Intensive Care as One Big Sequence Modeling Problem Vadim Liventsev Tobias Fritz 64 1 0 27 Feb 2024
Quantum linear algebra is all you need for Transformer architectures Naixu Guo Zhan Yu Matthew Choi Aman Agrawal Kouhei Nakaji Alán Aspuru-Guzik Patrick Rebentrost AI4CE 72 16 0 26 Feb 2024
OmniArch: Building Foundation Model For Scientific Computing Tianyu Chen Haoyi Zhou Ying Li Hao Wang Chonghan Gao Rongye Shi Shanghang Zhang Jianxin Li AI4CE 79 0 0 25 Feb 2024
A Literature Review of Literature Reviews in Pattern Analysis and Machine Intelligence Penghai Zhao Xin Zhang Ming-Ming Cheng Jian Yang Xiang Li 115 1 0 20 Feb 2024
A Comprehensive Review of Machine Learning Advances on Data Change: A Cross-Field Perspective Jeng-Lin Li Chih-Fan Hsu Ming-Ching Chang Wei-Chao Chen OOD 110 2 0 20 Feb 2024
An Empirical Categorization of Prompting Techniques for Large Language Models: A Practitioner's Guide Oluwole Fagbohun Rachel M. Harrison Anton Dereventsov 131 9 0 18 Feb 2024
MoRAL: MoE Augmented LoRA for LLMs' Lifelong Learning Shu Yang Muhammad Asif Ali Cheng-Long Wang Lijie Hu Di Wang CLL MoE 114 46 0 17 Feb 2024
Towards a Foundation Model for Brain Age Prediction using coVariance Neural Networks Saurabh Sihag Gonzalo Mateos Alejandro Ribeiro 70 6 0 12 Feb 2024
Large Language Models: A Survey Shervin Minaee Tomas Mikolov Narjes Nikzad M. Asgari-Chenaghlu R. Socher Xavier Amatriain Jianfeng Gao ALM LM&MA ELM 246 425 0 09 Feb 2024
The Future of Cognitive Strategy-enhanced Persuasive Dialogue Agents: New Perspectives and Trends Mengqi Chen Bin Guo Hao Wang Haoyu Li Qian Zhao Jingqi Liu Yasan Ding Yan Pan Zhiwen Yu LLMAG 82 2 0 07 Feb 2024
De-amplifying Bias from Differential Privacy in Language Model Fine-tuning Sanjari Srivastava Piotr (Peter) Mardziel Zhikhun Zhang Archana Ahlawat Anupam Datta John C. Mitchell 92 2 0 07 Feb 2024
The Essential Role of Causality in Foundation World Models for Embodied AI Tarun Gupta Wenbo Gong Chao Ma Nick Pawlowski Agrin Hilmkil ... Jianfeng Gao Stefan Bauer Danica Kragic Bernhard Schölkopf Cheng Zhang 79 17 0 06 Feb 2024
Bayesian Uncertainty for Gradient Aggregation in Multi-Task Learning Idan Achituve I. Diamant Arnon Netzer Gal Chechik Ethan Fetaya UQCV 92 7 0 06 Feb 2024
Bringing Generative AI to Adaptive Learning in Education Hang Li Tianlong Xu Chaoli Zhang Eason Chen Jing Liang Xing Fan Haoyang Li Jiliang Tang Qingsong Wen 102 25 0 02 Feb 2024
Large Language Models in Cybersecurity: State-of-the-Art Farzad Nourmohammadzadeh Motlagh Mehrdad Hajizadeh Mehryar Majd Pejman Najafi Feng Cheng Christoph Meinel ELM 118 48 0 30 Jan 2024
Towards Urban General Intelligence: A Review and Outlook of Urban Foundation Models Weijiao Zhang Jindong Han Zhao Xu Hang Ni Hao Liu Hui Xiong Hui Xiong AI4CE 248 18 0 30 Jan 2024
Depth Anything in Medical Images: A Comparative Study John J. Han Ayberk Acar Callahan Henry Jie Ying Wu MedIm 47 10 0 29 Jan 2024
Cutup and Detect: Human Fall Detection on Cutup Untrimmed Videos Using a Large Foundational Video Understanding Model Till Grutschus Ola Karrar Emir Esenov Ekta Vats 55 0 0 29 Jan 2024
UnMASKed: Quantifying Gender Biases in Masked Language Models through Linguistically Informed Job Market Prompts Inigo Parra 26 1 0 28 Jan 2024
Charting the Future of AI in Project-Based Learning: A Co-Design Exploration with Students Chengbo Zheng Kangyu Yuan Bingcan Guo Reza Hadi Mogavi Zhenhui Peng Shuai Ma Xiaojuan Ma 74 26 0 26 Jan 2024
(Chat)GPT v BERT: Dawn of Justice for Semantic Change Detection Francesco Periti Haim Dubossarsky Nina Tahmasebi AI4MH 106 15 0 25 Jan 2024
Facing the Elephant in the Room: Visual Prompt Tuning or Full Finetuning? Cheng Han Qifan Wang Yiming Cui Wenguan Wang Lifu Huang Siyuan Qi Dongfang Liu VLM 155 22 0 23 Jan 2024
Heterogeneous LoRA for Federated Fine-tuning of On-Device Foundation Models Yae Jee Cho Luyang Liu Zheng Xu Aldi Fahrezi Gauri Joshi 85 68 0 12 Jan 2024
A Survey on Efficient Federated Learning Methods for Foundation Model Training Herbert Woisetschläger Alexander Isenko Shiqiang Wang R. Mayer Hans-Arno Jacobsen FedML 113 26 0 09 Jan 2024
Large Language Models for Robotics: Opportunities, Challenges, and Perspectives Jiaqi Wang Zihao Wu Yiwei Li Hanqi Jiang Peng Shu ... Lin Zhao Bao Ge Xiang Li Tianming Liu Shu Zhang LM&Ro 95 75 0 09 Jan 2024
Training and Serving System of Foundation Models: A Comprehensive Survey Jiahang Zhou Yanyu Chen Zicong Hong Wuhui Chen Yue Yu Tao Zhang Hui Wang Chuan-fu Zhang Zibin Zheng ALM 94 11 0 05 Jan 2024
Data-Centric Foundation Models in Computational Healthcare: A Survey Yunkun Zhang Jin Gao Zheling Tan Lingfeng Zhou Kexin Ding Mu Zhou Shaoting Zhang Dequan Wang AI4CE 113 25 0 04 Jan 2024
GOAT-Bench: Safety Insights to Large Multimodal Models through Meme-Based Social Abuse Hongzhan Lin Ziyang Luo Bo Wang Ruichao Yang Jing Ma 116 31 0 03 Jan 2024
Large language model for Bible sentiment analysis: Sermon on the Mount M. Vora Tom Blau Vansh Kachhwal A. Solo Rohitash Chandra MILM 65 1 0 01 Jan 2024
SDIF-DA: A Shallow-to-Deep Interaction Framework with Data Augmentation for Multi-modal Intent Detection Shijue Huang Libo Qin Bingbing Wang Geng Tu Ruifeng Xu 64 7 0 31 Dec 2023
A Comprehensive Survey of Attack Techniques, Implementation, and Mitigation Strategies in Large Language Models Aysan Esmradi Daniel Wankit Yip C. Chan AAML 83 14 0 18 Dec 2023
SkySense: A Multi-Modal Remote Sensing Foundation Model Towards Universal Interpretation for Earth Observation Imagery Xin Guo Jiangwei Lao Bo Dang Yingying Zhang Lei Yu ... Jian Wang Jingdong Chen Ming Yang Yongjun Zhang Yansheng Li 150 129 0 15 Dec 2023
Saturn Platform: Foundation Model Operations and Generative AI for Financial Services Antonio Busson Rennan Gaio Rafael H. Rocha Francisco Evangelista Bruno Rizzi Luan Carvalho Rafael Miceli Marcos Rabaioli David Favaro 60 1 0 12 Dec 2023