Title
Multi-Granularity Framework for Unsupervised Representation Learning of Time Series Chengyang Ye Qiang Ma AI4TS 51 0 0 12 Dec 2023
NLLG Quarterly arXiv Report 09/23: What are the most influential current AI Papers? Ran Zhang Aida Kostikova Christoph Leiter Jonas Belouadi Daniil Larionov Yanran Chen Vivian Fresen Steffen Eger 81 0 0 09 Dec 2023
Empowering ChatGPT-Like Large-Scale Language Models with Local Knowledge Base for Industrial Prognostics and Health Management Huan Wang Yan-Fu Li Min Xie LM&MA AI4MH AI4CE 24 4 0 06 Dec 2023
MEDPSeg: Hierarchical polymorphic multitask learning for the segmentation of ground-glass opacities, consolidation, and pulmonary structures on computed tomography Diedre S. Carmo Jean Ribeiro A. Comellas Joseph M. Reinhardt S. Gerard Letícia Rittner R.A. Lotufo 84 2 0 04 Dec 2023
The Efficiency Spectrum of Large Language Models: An Algorithmic Survey Tianyu Ding Tianyi Chen Haidong Zhu Jiachen Jiang Yiqi Zhong Jinxin Zhou Guangzhi Wang Zhihui Zhu Ilya Zharkov Luming Liang 121 24 0 01 Dec 2023
PALM: Predicting Actions through Language Models Sanghwan Kim Daoji Huang Yongqin Xian Otmar Hilliges Luc Van Gool Xi Wang VLM 79 14 0 29 Nov 2023
A Survey of the Evolution of Language Model-Based Dialogue Systems Hongru Wang Lingzhi Wang Yiming Du Liang Chen Jing Zhou Yufei Wang Kam-Fai Wong LRM 147 23 0 28 Nov 2023
Efficient Transformer Knowledge Distillation: A Performance Review Nathan Brown Ashton Williamson Tahj Anderson Logan Lawrence VLM 50 5 0 22 Nov 2023
Stable Unlearnable Example: Enhancing the Robustness of Unlearnable Examples via Stable Error-Minimizing Noise Yixin Liu Kaidi Xu Xun Chen Lichao Sun 67 9 0 22 Nov 2023
Can Large Language Models Understand Content and Propagation for Misinformation Detection: An Empirical Study Mengyang Chen Lingwei Wei Han Cao Wei Zhou Song Hu 56 6 0 21 Nov 2023
Beyond Boundaries: A Comprehensive Survey of Transferable Attacks on AI Systems Guangjing Wang Ce Zhou Yuanda Wang Bocheng Chen Hanqing Guo Qiben Yan AAML SILM 135 3 0 20 Nov 2023
XplainLLM: A QA Explanation Dataset for Understanding LLM Decision-Making Zichen Chen Jianda Chen Mitali Gaidhani Ambuj K. Singh Misha Sra 60 4 0 15 Nov 2023
Zero-Shot Segmentation of Eye Features Using the Segment Anything Model (SAM) Virmarie Maquiling Sean Anthony Byrne D. Niehorster Marcus Nyström Enkelejda Kasneci VLM 120 14 0 14 Nov 2023
ReactionT5: a large-scale pre-trained model towards application of limited reaction data Tatsuya Sagawa Ryosuke Kojima AI4CE 72 9 0 12 Nov 2023
Tuning-less Object Naming with a Foundation Model Andrej Lácny Pavel Petrovic VLM 58 0 0 03 Nov 2023
Filter bubbles and affective polarization in user-personalized large language model outputs Tomo Lazovich 22 4 0 31 Oct 2023
Rethinking Pre-Training in Tabular Data: A Neighborhood Embedding Perspective Han-Jia Ye Qi-Le Zhou De-Chuan Zhan De-Chuan Zhan Wei-Lun Chao 29 10 0 31 Oct 2023
A Survey on Knowledge Editing of Neural Networks Vittorio Mazzia Alessandro Pedrani Andrea Caciolai Kay Rottmann Davide Bernardi KELM 121 25 0 30 Oct 2023
Are Natural Domain Foundation Models Useful for Medical Image Classification? Joana Palés Huix Adithya Raju Ganeshan Johan Fredin Haslum Magnus P Soderberg Christos Matsoukas Kevin Smith OOD MedIm VLM 87 34 0 30 Oct 2023
A foundational neural operator that continuously learns without forgetting Tapas Tripura Souvik Chakraborty CLL 88 9 0 29 Oct 2023
netFound: Foundation Model for Network Security Satyandra Guthula Navya Battula Roman Beltiukov Wenbo Guo Arpit Gupta Inder Monga 143 19 0 25 Oct 2023
Dynamics Generalisation in Reinforcement Learning via Adaptive Context-Aware Policies Michael Beukman Devon Jarvis Richard Klein Steven D. James Benjamin Rosman 105 13 0 25 Oct 2023
Towards LLM-driven Dialogue State Tracking Yujie Feng Zexin Lu Bo Liu Li-Ming Zhan Xiao-Ming Wu 64 23 0 23 Oct 2023
DT/MARS-CycleGAN: Improved Object Detection for MARS Phenotyping Robot David Liu Zhengkun Li Zihao Wu Changying Li 106 3 0 19 Oct 2023
Vision and Language Navigation in the Real World via Online Visual Language Mapping Chengguang Xu Hieu T. Nguyen Christopher Amato Lawson L. S. Wong 72 9 0 16 Oct 2023
Large Models for Time Series and Spatio-Temporal Data: A Survey and Outlook Ming Jin Qingsong Wen Yuxuan Liang Chaoli Zhang Siqiao Xue ... Shirui Pan Vincent S. Tseng Yu Zheng Lei Chen Hui Xiong AI4TS SyDa 166 123 0 16 Oct 2023
FATE-LLM: A Industrial Grade Federated Learning Framework for Large Language Models Tao Fan Yan Kang Guoqiang Ma Weijing Chen Wenbin Wei Lixin Fan Qiang Yang 97 65 0 16 Oct 2023
A Recent Survey of Heterogeneous Transfer Learning Runxue Bao Yiming Sun Yuhe Gao Jindong Wang Qiang Yang Zhi-Hong Mao Ye Ye 86 4 0 12 Oct 2023
Foundation Models Meet Visualizations: Challenges and Opportunities Weikai Yang Mengchen Liu Zheng Wang Shixia Liu 87 40 0 09 Oct 2023
Imitator Learning: Achieve Out-of-the-Box Imitation Ability in Variable Environments Xiong-Hui Chen Junyin Ye Hang Zhao Yi-Chen Li Haoran Shi ... Si-Hang Yang Anqi Huang Kai Xu Zongzhang Zhang Yang Yu 73 0 0 09 Oct 2023
Learning Generalizable Agents via Saliency-Guided Features Decorrelation Sili Huang Yanchao Sun Jifeng Hu Siyuan Guo Hechang Chen Yi-Ju Chang Lichao Sun Bo Yang 69 6 0 08 Oct 2023
FakeGPT: Fake News Generation, Explanation and Detection of Large Language Models Yue Huang Lichao Sun 62 8 0 08 Oct 2023
Model Compression in Practice: Lessons Learned from Practitioners Creating On-device Machine Learning Experiences Fred Hohman Mary Beth Kery Donghao Ren Dominik Moritz 108 19 0 06 Oct 2023
A Formalism and Approach for Improving Robustness of Large Language Models Using Risk-Adjusted Confidence Scores Ke Shen Mayank Kejriwal 89 2 0 05 Oct 2023
MetaTool Benchmark for Large Language Models: Deciding Whether to Use Tools and Which to Use Yue Huang Jiawen Shi Yuan Li Chenrui Fan Siyuan Wu ... Yixin Liu Pan Zhou Yao Wan Neil Zhenqiang Gong Lichao Sun LLMAG 119 96 0 04 Oct 2023
SNIP: Bridging Mathematical Symbolic and Numeric Realms with Unified Pre-training Kazem Meidani Parshin Shojaee Chandan K. Reddy A. Farimani 126 19 0 03 Oct 2023
City Foundation Models for Learning General Purpose Representations from OpenStreetMap Pasquale Balsebre Weiming Huang Gao Cong Yi Li AI4CE 110 18 0 01 Oct 2023
Medical Foundation Models are Susceptible to Targeted Misinformation Attacks T. Han S. Nebelung Firas Khader Tian Wang Gustav Mueller-Franzes ... Jens Kleesiek Christoph Haarburger Keno K. Bressem Jakob Nikolas Kather Daniel Truhn AAML 34 6 0 29 Sep 2023
Ruffle&Riley: Towards the Automated Induction of Conversational Tutoring Systems Robin Schmucker Meng Xia A. Azaria Tom Michael Mitchell 52 17 0 26 Sep 2023
Disinformation Detection: An Evolving Challenge in the Age of LLMs Qinglong Cao Yuntian Chen Ayushi Nirmal Xiaokang Yang DeLMO 87 53 0 25 Sep 2023
Can LLM-Generated Misinformation Be Detected? Canyu Chen Kai Shu DeLMO 191 182 0 25 Sep 2023
Natural Language based Context Modeling and Reasoning for Ubiquitous Computing with Large Language Models: A Tutorial Haoyi Xiong Jiang Bian Sijia Yang Xiaofei Zhang Linghe Kong Daqing Zhang LRM LLMAG 107 5 0 24 Sep 2023
Is it Possible to Modify Text to a Target Readability Level? An Initial Investigation Using Zero-Shot Large Language Models Asma Farajidizaji Vatsal Raina Mark Gales 60 2 0 22 Sep 2023
RadOnc-GPT: A Large Language Model for Radiation Oncology Zheng Liu Peilong Wang Yiwei Li J. Holmes Peng Shu ... Quanzheng Li Samir H. Patel Terence T. Sio Tianming Liu Wen Liu LM&MA 107 23 0 18 Sep 2023
Bias and Fairness in Chatbots: An Overview Jintang Xue Yun Cheng Wang Chengwei Wei Xiaofeng Liu Jonghye Woo C.-C. Jay Kuo 115 35 0 16 Sep 2023
Towards Artificial General Intelligence (AGI) in the Internet of Things (IoT): Opportunities and Challenges Fei Dou Jin Ye Geng Yuan Qin Lu Wei Niu ... Hongyue Sun Yunli Shao Changying Li Tianming Liu Wenzhan Song AI4CE 85 29 0 14 Sep 2023
Evaluating ChatGPT as a Recommender System: A Rigorous Approach Dario Di Palma Giovanni Maria Biancofiore Vito Walter Anelli Fedelucio Narducci Tommaso Di Noia E. Sciascio ALM 130 30 0 07 Sep 2023
The Impact of Artificial Intelligence on the Evolution of Digital Education: A Comparative Study of OpenAI Text Generation Tools including ChatGPT, Bing Chat, Bard, and Ernie Negin Yazdani Motlagh Matin Khajavi Abbas Sharifi Mohsen Ahmadi 85 33 0 05 Sep 2023
A Survey on Privacy in Graph Neural Networks: Attacks, Preservation, and Applications Yi Zhang Yuying Zhao Zhaoqing Li Xueqi Cheng Yu Wang Olivera Kotevska Philip S. Yu Hanyu Wang 109 13 0 31 Aug 2023
Radiology-Llama2: Best-in-Class Large Language Model for Radiology Zheng Liu Yiwei Li Peng Shu Aoxiao Zhong Longtao Yang ... Wen Liu Dinggang Shen Tianming Liu Quanzheng Li Xiang Li LM&MA 80 42 0 29 Aug 2023