Title
Designing with Language: Wireframing UI Design Intent with Generative Large Language Models Sidong Feng Mingyue Yuan Jieshan Chen Zhenchang Xing Chunyang Chen AI4CE 3DV 27 7 0 12 Dec 2023
Large language models in healthcare and medical domain: A review Zabir Al Nazi Wei Peng LM&MA 47 136 0 12 Dec 2023
diff History for Neural Language Agents Ulyana Piterbarg Lerrel Pinto Rob Fergus 34 3 0 12 Dec 2023
VILA: On Pre-training for Visual Language Models Ji Lin Hongxu Yin Ming-Yu Liu Yao Lu Pavlo Molchanov Andrew Tao Huizi Mao Jan Kautz Mohammad Shoeybi Song Han MLLM VLM 43 366 0 12 Dec 2023
LLM in a flash: Efficient Large Language Model Inference with Limited Memory Keivan Alizadeh-Vahid Iman Mirzadeh Dmitry Belenko Karen Khatamifard Minsik Cho C. C. D. Mundo Mohammad Rastegari Mehrdad Farajtabar 77 117 0 12 Dec 2023
SGLang: Efficient Execution of Structured Language Model Programs Lianmin Zheng Liangsheng Yin Zhiqiang Xie Chuyue Sun Jeff Huang ... Christos Kozyrakis Ion Stoica Joseph E. Gonzalez Clark W. Barrett Ying Sheng LRM 47 129 0 12 Dec 2023
Improving Factual Error Correction by Learning to Inject Factual Errors Xingwei He Qianru Zhang Alex Jin Jun Ma Yuan Yuan Siu-Ming Yiu KELM 31 2 0 12 Dec 2023
Hallucination Augmented Contrastive Learning for Multimodal Large Language Model Chaoya Jiang Haiyang Xu Mengfan Dong Jiaxing Chen Wei Ye Mingshi Yan Qinghao Ye Ji Zhang Fei Huang Shikun Zhang VLM 20 52 0 12 Dec 2023
4M: Massively Multimodal Masked Modeling David Mizrahi Roman Bachmann Ouguzhan Fatih Kar Teresa Yeo Mingfei Gao Afshin Dehghan Amir Zamir MLLM 55 65 0 11 Dec 2023
Learning Hierarchical Prompt with Structured Linguistic Knowledge for Vision-Language Models Yubin Wang Xinyang Jiang De Cheng Dongsheng Li Cairong Zhao VLM 45 15 0 11 Dec 2023
GPTBIAS: A Comprehensive Framework for Evaluating Bias in Large Language Models Jiaxu Zhao Meng Fang Shirui Pan Wenpeng Yin Mykola Pechenizkiy ELM 37 12 0 11 Dec 2023
Survey on Foundation Models for Prognostics and Health Management in Industrial Cyber-Physical Systems Ruonan Liu Quanhu Zhang Te Han AI4CE 54 2 0 11 Dec 2023
User Modeling in the Era of Large Language Models: Current Research and Future Directions Zhaoxuan Tan Meng Jiang 49 9 0 11 Dec 2023
Large Scale Foundation Models for Intelligent Manufacturing Applications: A Survey Haotian Zhang S. D. Semujju Zhicheng Wang Xianwei Lv Kang Xu ... Jing Wu Zhuo Long Wensheng Liang Xiaoguang Ma Ruiyan Zhuang UQCV AI4TS AI4CE 42 4 0 11 Dec 2023
METAL: Metamorphic Testing Framework for Analyzing Large-Language Model Qualities Sangwon Hyun Mingyu Guo Muhammad Ali Babar 44 8 0 11 Dec 2023
A Representative Study on Human Detection of Artificially Generated Media Across Countries Joel Frank Franziska Herbert Jonas Ricker Lea Schonherr Thorsten Eisenhofer Asja Fischer Markus Dürmuth Thorsten Holz 50 13 0 10 Dec 2023
ConSequence: Synthesizing Logically Constrained Sequences for Electronic Health Record Generation B. Theodorou Shrusti Jain Cao Xiao Jimeng Sun SyDa 39 1 0 10 Dec 2023
Sim-GPT: Text Similarity via GPT Annotated Data Shuhe Wang Beiming Cao Shengyu Zhang Xiaoya Li Jiwei Li Fei Wu Guoyin Wang Eduard Hovy 56 2 0 09 Dec 2023
Beneath the Surface: Unveiling Harmful Memes with Multimodal Reasoning Distilled from Large Language Models Hongzhan Lin Ziyang Luo Jing Ma Long Chen 40 9 0 09 Dec 2023
Bad Students Make Great Teachers: Active Learning Accelerates Large-Scale Visual Understanding Talfan Evans Shreya Pathak Hamza Merzic Jonathan Schwarz Ryutaro Tanno Olivier J. Hénaff 34 16 0 08 Dec 2023
PaperQA: Retrieval-Augmented Generative Agent for Scientific Research Jakub Lála Odhran O'Donoghue Aleksandar Shtedritski Sam Cox Samuel G. Rodriques Andrew D. White RALM 90 77 0 08 Dec 2023
EE-LLM: Large-Scale Training and Inference of Early-Exit Large Language Models with 3D Parallelism Yanxi Chen Xuchen Pan Yaliang Li Bolin Ding Jingren Zhou LRM 46 30 0 08 Dec 2023
Lyrics: Boosting Fine-grained Language-Vision Alignment and Comprehension via Semantic-aware Visual Objects Junyu Lu Ruyi Gan Di Zhang Xiaojun Wu Ziwei Wu Renliang Sun Jiaxing Zhang Pingjian Zhang Yan Song MLLM VLM 36 15 0 08 Dec 2023
Ophtha-LLaMA2: A Large Language Model for Ophthalmology Huan Zhao Qiang Ling Yi Pan Tianyang Zhong Jin-Yu Hu ... Zihao Wu Zheng Liu Xi Jiang Tianming Liu Yi Shao LM&MA 45 10 0 08 Dec 2023
KwaiAgents: Generalized Information-seeking Agent System with Large Language Models Haojie Pan Zepeng Zhai Hao Yuan Yaojia Lv Ruiji Fu Ming Liu Zhongyuan Wang Bing Qin LLMAG RALM 31 12 0 08 Dec 2023
Train ñ Trade: Foundations of Parameter Markets Tzu-Heng Huang Harit Vishwakarma Frederic Sala AIFin 37 2 0 07 Dec 2023
Latent Skill Discovery for Chain-of-Thought Reasoning Zifan Xu Haozhu Wang Dmitriy Bespalov Peter Stone Yanjun Qi ReLM LRM 64 3 0 07 Dec 2023
LifelongMemory: Leveraging LLMs for Answering Queries in Long-form Egocentric Videos Ying Wang Yanlai Yang Mengye Ren 54 16 0 07 Dec 2023
Scaling Laws of Synthetic Images for Model Training ... for Now Lijie Fan Kaifeng Chen Dilip Krishnan Dina Katabi Phillip Isola Yonglong Tian CLIP VLM 49 64 0 07 Dec 2023
GenTron: Diffusion Transformers for Image and Video Generation Shoufa Chen Mengmeng Xu Jiawei Ren Yuren Cong Sen He Yanping Xie Animesh Sinha Ping Luo Tao Xiang Juan-Manuel Perez-Rua VGen 49 38 0 07 Dec 2023
Chain of Code: Reasoning with a Language Model-Augmented Code Emulator Chengshu Li Jacky Liang Andy Zeng Xinyun Chen Karol Hausman Dorsa Sadigh Sergey Levine Fei-Fei Li Fei Xia Brian Ichter LLMAG LRM 36 76 0 07 Dec 2023
Towards Knowledge-driven Autonomous Driving Xin Li Yeqi Bai Pinlong Cai Licheng Wen Daocheng Fu ... Yikang Li Botian Shi Yong-Jin Liu Liang He Yu Qiao 39 27 0 07 Dec 2023
Prompt Highlighter: Interactive Control for Multi-Modal LLMs Yuechen Zhang Shengju Qian Bohao Peng Shu Liu Jiaya Jia MLLM 42 22 0 07 Dec 2023
Large Language Models are Good Prompt Learners for Low-Shot Image Classification Zhao-Heng Zheng Jingmin Wei Xuefeng Hu Haidong Zhu Ramkant Nevatia VLM 46 4 0 07 Dec 2023
A Study on the Calibration of In-context Learning Hanlin Zhang Yi-Fan Zhang Yaodong Yu Dhruv Madeka Dean Phillips Foster Eric Xing Hima Lakkaraju Sham Kakade 53 15 0 07 Dec 2023
Cost-Effective In-Context Learning for Entity Resolution: A Design Space Exploration Meihao Fan Xiaoyue Han Ju Fan Chengliang Chai Nan Tang Guoliang Li Xiaoyong Du 40 6 0 07 Dec 2023
FoMo Rewards: Can we cast foundation models as reward functions? Ekdeep Singh Lubana Johann Brehmer P. D. Haan Taco S. Cohen OffRL LRM 50 2 0 06 Dec 2023
Dr. Jekyll and Mr. Hyde: Two Faces of LLMs Matteo Gioele Collu Tom Janssen-Groesbeek Stefanos Koffas Mauro Conti S. Picek 32 1 0 06 Dec 2023
LEGO: Learning EGOcentric Action Frame Generation via Visual Instruction Tuning Bolin Lai Xiaoliang Dai Lawrence Chen Guan Pang James M. Rehg Miao Liu 61 15 0 06 Dec 2023
Integrating Pre-Trained Speech and Language Models for End-to-End Speech Recognition Yukiya Hono Koh Mitsuda Tianyu Zhao Kentaro Mitsui Toshiaki Wakatsuki Kei Sawada AuLLM 56 8 0 06 Dec 2023
Reason2Drive: Towards Interpretable and Chain-based Reasoning for Autonomous Driving Ming-Jun Nie Renyuan Peng Chunwei Wang Xinyue Cai Jianhua Han Hang Xu Li Zhang LRM 50 47 0 06 Dec 2023
Context Diffusion: In-Context Aware Image Generation Ivona Najdenkoska Animesh Sinha Abhimanyu Dubey Dhruv Mahajan Vignesh Ramanathan Filip Radenovic DiffM 21 10 0 06 Dec 2023
PneumoLLM: Harnessing the Power of Large Language Model for Pneumoconiosis Diagnosis Meiyue Song Zhihua Yu Weiwen Zhang Jiarui Wang Yuting Lu ... Nikolaos I. Kanellakis Jiangfeng Liu Jing Wang Binglu Wang Juntao Yang LM&MA 36 0 0 06 Dec 2023
AMR Parsing is Far from Solved: GrAPES, the Granular AMR Parsing Evaluation Suite Jonas Groschwitz Shay B. Cohen L. Donatelli Meaghan Fowlie 36 8 0 06 Dec 2023
UFineBench: Towards Text-based Person Retrieval with Ultra-fine Granularity Jia-li Zuo Hanyu Zhou Ying Nie Feng Zhang Tianyu Guo Nong Sang Yunhe Wang Changxin Gao 62 17 0 06 Dec 2023
SmoothQuant+: Accurate and Efficient 4-bit Post-Training WeightQuantization for LLM Jiayi Pan Chengcan Wang Kaifu Zheng Yangguang Li Zhenyu Wang Bin Feng MQ 54 7 0 06 Dec 2023
Bootstrap Your Own Variance Polina Turishcheva Jason Ramapuram Sinead Williamson Dan Busbridge Eeshan Gunesh Dhekane Russ Webb UQCV 31 0 0 06 Dec 2023
A Hardware Evaluation Framework for Large Language Model Inference Hengrui Zhang August Ning R. Prabhakar D. Wentzlaff ELM 35 17 0 05 Dec 2023
BenchLMM: Benchmarking Cross-style Visual Capability of Large Multimodal Models Rizhao Cai Zirui Song Dayan Guan Zhenhao Chen Xing Luo Chenyu Yi Alex C. Kot MLLM VLM 46 32 0 05 Dec 2023
Prompt Optimization via Adversarial In-Context Learning Do Xuan Long Yiran Zhao Hannah Brown Yuxi Xie James Xu Zhao Nancy F. Chen Kenji Kawaguchi Michael Qizhe Xie Junxian He 85 12 0 05 Dec 2023