语言大模型 / LLM - arXivDaily 专题

2410.00249 2024-10-04 cs.CR cs.SE 78%

Enhancing Pre-Trained Language Models for Vulnerability Detection via Semantic-Preserving Data Augmentation

Weiliang Qi, Jiahao Cao, Darsh Poddar, Sophia Li, Xinda Wang

专题命中指令微调：language model(title,abstract)

Comments Accepted by EAI International Conference on Security and Privacy in Communication Networks (SecureComm 2024)

2409.11752 2024-10-01 eess.IV cs.CV 78%

Cross-Organ and Cross-Scanner Adenocarcinoma Segmentation using Rein to Fine-tune Vision Foundation Models

Pengzhou Cai, Xueyuan Zhang, Libin Lan, Ze Zhao

专题命中指令微调：foundation model(title,abstract)

2409.17330 2024-09-27 cs.CV 78%

VL4AD: Vision-Language Models Improve Pixel-wise Anomaly Detection

Liangyu Zhong, Joachim Sicking, Fabian Hüger, Hanno Gottschalk

专题命中指令微调：language model(title,abstract)

Comments 27 pages, 9 figures, to be published in ECCV 2024 2nd Workshop on Vision-Centric Autonomous Driving (VCAD)

2409.14095 2024-09-24 cs.CV 78%

Foundation Models for Amodal Video Instance Segmentation in Automated Driving

Jasmin Breitenstein, Franz Jünger, Andreas Bär, Tim Fingscheidt

专题命中指令微调：foundation model(title,abstract)

Comments accepted at ECCV VCAD Workshop 2024

2409.12597 2024-09-20 cs.CV 78%

LARE: Latent Augmentation using Regional Embedding with Vision-Language Model

Kosuke Sakurai, Tatsuya Ishii, Ryotaro Shimizu, Linxin Song, Masayuki Goto

专题命中指令微调：language model(title,abstract)

Comments 10 pages, 4 figures

2303.16199 2024-09-20 cs.CV cs.AI cs.CL cs.LG cs.MM 78%

LLaMA-Adapter: Efficient Fine-tuning of Language Models with Zero-init Attention

Renrui Zhang, Jiaming Han, Chris Liu, Peng Gao, Aojun Zhou, Xiangfei Hu, Shilin Yan, Pan Lu, Hongsheng Li, Yu Qiao

专题命中指令微调：language model(title)；分类 cs.CL、cs.AI、cs.LG

Comments Accepted by ICLR 2024. Code is available at https://github.com/OpenGVLab/LLaMA-Adapter

2409.09907 2024-09-17 cs.CV 78%

Rapid Adaptation of Earth Observation Foundation Models for Segmentation

Karthick Panner Selvam, Raul Ramos-Pollan, Freddie Kalaitzis

专题命中指令微调：foundation model(title,abstract)

Comments 9 pages 2 figures

2409.04424 2024-09-09 eess.IV cs.CV cs.GR 78%

Exploring Foundation Models for Synthetic Medical Imaging: A Study on Chest X-Rays and Fine-Tuning Techniques

Davide Clode da Silva, Marina Musse Bernardes, Nathalia Giacomini Ceretta, Gabriel Vaz de Souza, Gabriel Fonseca Silva, Rafael Heitor Bordini, Soraia Raupp Musse

专题命中指令微调：foundation model(title,abstract)

2408.16486 2024-08-30 cs.CV 78%

Adapting Vision-Language Models to Open Classes via Test-Time Prompt Tuning

Zhengqing Gao, Xiang Ao, Xu-Yao Zhang, Cheng-Lin Liu

专题命中指令微调：language model(title,abstract)

Comments PRCV 2024

2404.00650 2024-08-30 cs.CV 78%

Deep Instruction Tuning for Segment Anything Model

Xiaorui Huang, Gen Luo, Chaoyang Zhu, Bo Tong, Yiyi Zhou, Xiaoshuai Sun, Rongrong Ji

专题命中指令微调：instruction tuning(title,abstract)

Journal ref ACM Multimedia 2024

2408.14114 2024-08-27 cs.CV 78%

ShapeMamba-EM: Fine-Tuning Foundation Model with Local Shape Descriptors and Mamba Blocks for 3D EM Image Segmentation

Ruohua Shi, Qiufan Pang, Lei Ma, Lingyu Duan, Tiejun Huang, Tingting Jiang

专题命中指令微调：foundation model(title,abstract)

Journal ref MICCAI 2024

2408.13898 2024-08-27 cs.CV 78%

Evaluating Attribute Comprehension in Large Vision-Language Models

Haiwen Zhang, Zixi Yang, Yuanzhi Liu, Xinran Wang, Zheqi He, Kongming Liang, Zhanyu Ma

专题命中指令微调：language model(title,abstract)

Comments 15 pages, 4 figures

2408.11297 2024-08-22 cs.CV 78%

Making Large Vision Language Models to be Good Few-shot Learners

Fan Liu, Wenwen Cai, Jian Huo, Chuanyi Zhang, Delong Chen, Jun Zhou

专题命中指令微调：language model(title,abstract)

2408.09706 2024-08-20 cs.CV 78%

MePT: Multi-Representation Guided Prompt Tuning for Vision-Language Model

Xinyang Wang, Yi Yang, Minfeng Zhu, Kecheng Zheng, Shi Liu, Wei Chen

专题命中指令微调：language model(title,abstract)

2408.01228 2024-08-20 cs.CV 78%

The Phantom Menace: Unmasking Privacy Leakages in Vision-Language Models

Simone Caldarella, Massimiliano Mancini, Elisa Ricci, Rahaf Aljundi

专题命中指令微调：language model(title,abstract)

2403.06126 2024-08-20 cs.CV 78%

In-context Prompt Learning for Test-time Vision Recognition with Frozen Vision-language Model

Junhui Yin, Xinyu Zhang, Lin Wu, Xiaojie Wang

专题命中指令微调：language model(title,abstract)

2405.02586 2024-08-14 cs.CV 78%

Enhancing Vision-Language Models Generalization via Diversity-Driven Novel Feature Synthesis

Siyuan Yan, Cheng Luo, Zhen Yu, Zongyuan Ge

专题命中指令微调：language model(title)；foundation model(abstract)

2402.17228 2024-07-26 cs.CV 78%

Feature Re-Embedding: Towards Foundation Model-Level Performance in Computational Pathology

Wenhao Tang, Fengtao Zhou, Sheng Huang, Xiang Zhu, Yi Zhang, Bo Liu

专题命中指令微调：foundation model(title,abstract)

Comments Accepted by CVPR2024

2312.04763 2024-07-18 cs.IR 78%

Enhancing Recipe Retrieval with Foundation Models: A Data Augmentation Perspective

Fangzhou Song, Bin Zhu, Yanbin Hao, Shuo Wang

专题命中指令微调：foundation model(title,abstract)

Comments ECCV2024

2403.11150 2024-07-11 cs.CV 78%

Training A Small Emotional Vision Language Model for Visual Art Comprehension

Jing Zhang, Liang Zheng, Meng Wang, Dan Guo

专题命中指令微调：language model(title,abstract)

Comments 16 pages

2407.02924 2024-07-04 eess.SY cs.SY 78%

Federated Fine-Tuning for Pre-Trained Foundation Models Over Wireless Networks

Zixin Wang, Yong Zhou, Yuanming Shi, Khaled. B. Letaief

专题命中指令微调：foundation model(title,abstract)

2406.10508 2024-07-02 cs.CV 78%

Learning to Adapt Foundation Model DINOv2 for Capsule Endoscopy Diagnosis

Bowen Zhang, Ying Chen, Long Bai, Yan Zhao, Yuxiang Sun, Yixuan Yuan, Jianhua Zhang, Hongliang Ren

专题命中指令微调：foundation model(title,abstract)

Comments To appear in ICBIR 2024

2406.11309 2024-06-19 cs.CV 78%

BaFTA: Backprop-Free Test-Time Adaptation For Zero-Shot Vision-Language Models

Xuefeng Hu, Ke Zhang, Min Sun, Albert Chen, Cheng-Hao Kuo, Ram Nevatia

专题命中指令微调：language model(title,abstract)

Comments Preprint updated from our earlier manuscript submitted to ICLR 2024 (https://openreview.net/forum?id=KNtcoAM5Gy)

2404.09275 2024-06-18 cs.CV cs.AI cs.CL cs.LG 78%

TrafficVLM: A Controllable Visual Language Model for Traffic Video Captioning

Quang Minh Dinh, Minh Khoi Ho, Anh Quan Dang, Hung Phong Tran

专题命中指令微调：language model(title)；分类 cs.CL、cs.AI、cs.LG

Journal ref Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops, 2024, pp. 7134-7143

2406.08812 2024-06-14 cs.SD eess.AS 78%

Generating Speakers by Prompting Listener Impressions for Pre-trained Multi-Speaker Text-to-Speech Systems

Zhengyang Chen, Xuechen Liu, Erica Cooper, Junichi Yamagishi, Yanmin Qian

专题命中指令微调：prompting(title)；language model(abstract)

Comments Accepted for presentation at Interspeech 2024 (with more analysis in the final Appendix part)

2403.11549 2024-06-04 cs.CV 78%

Boosting Continual Learning of Vision-Language Models via Mixture-of-Experts Adapters

Jiazuo Yu, Yunzhi Zhuge, Lu Zhang, Ping Hu, Dong Wang, Huchuan Lu, You He

专题命中指令微调：language model(title,abstract)

Comments This work is accepted by CVPR2024. More modifications may be performed

2405.18541 2024-06-04 cs.CV 78%

Low-Rank Few-Shot Adaptation of Vision-Language Models

Maxime Zanella, Ismail Ben Ayed

专题命中指令微调：language model(title,abstract)

2311.17091 2024-06-04 cs.CV 78%

Beyond Sole Strength: Customized Ensembles for Generalized Vision-Language Models

Zhihe Lu, Jiawang Bai, Xin Li, Zeyu Xiao, Xinchao Wang

专题命中指令微调：language model(title,abstract)

Comments Accepted on ICML 2024

2405.01576 2024-05-06 cs.CL cs.AI cs.LG 78%

Uncovering Deceptive Tendencies in Language Models: A Simulated Company AI Assistant

Olli Järviniemi, Evan Hubinger

专题命中指令微调：language model(title)；分类 cs.CL、cs.AI、cs.LG

2312.04233 2024-04-24 cs.CV 78%

Fine-tuning vision foundation model for crack segmentation in civil infrastructures

Kang Ge, Chen Wang, Yutao Guo, Yansong Tang, Zhenzhong Hu, Hongbing Chen

专题命中指令微调：foundation model(title,abstract)

1. 指令微调 11714 篇

Enhancing Pre-Trained Language Models for Vulnerability Detection via Semantic-Preserving Data Augmentation

Cross-Organ and Cross-Scanner Adenocarcinoma Segmentation using Rein to Fine-tune Vision Foundation Models

VL4AD: Vision-Language Models Improve Pixel-wise Anomaly Detection

Foundation Models for Amodal Video Instance Segmentation in Automated Driving

LARE: Latent Augmentation using Regional Embedding with Vision-Language Model

LLaMA-Adapter: Efficient Fine-tuning of Language Models with Zero-init Attention

Rapid Adaptation of Earth Observation Foundation Models for Segmentation

Exploring Foundation Models for Synthetic Medical Imaging: A Study on Chest X-Rays and Fine-Tuning Techniques

Adapting Vision-Language Models to Open Classes via Test-Time Prompt Tuning

Deep Instruction Tuning for Segment Anything Model

ShapeMamba-EM: Fine-Tuning Foundation Model with Local Shape Descriptors and Mamba Blocks for 3D EM Image Segmentation

Evaluating Attribute Comprehension in Large Vision-Language Models

Making Large Vision Language Models to be Good Few-shot Learners

MePT: Multi-Representation Guided Prompt Tuning for Vision-Language Model

The Phantom Menace: Unmasking Privacy Leakages in Vision-Language Models

In-context Prompt Learning for Test-time Vision Recognition with Frozen Vision-language Model

Enhancing Vision-Language Models Generalization via Diversity-Driven Novel Feature Synthesis

Feature Re-Embedding: Towards Foundation Model-Level Performance in Computational Pathology

Enhancing Recipe Retrieval with Foundation Models: A Data Augmentation Perspective

Training A Small Emotional Vision Language Model for Visual Art Comprehension

Federated Fine-Tuning for Pre-Trained Foundation Models Over Wireless Networks

Learning to Adapt Foundation Model DINOv2 for Capsule Endoscopy Diagnosis

BaFTA: Backprop-Free Test-Time Adaptation For Zero-Shot Vision-Language Models

TrafficVLM: A Controllable Visual Language Model for Traffic Video Captioning

Generating Speakers by Prompting Listener Impressions for Pre-trained Multi-Speaker Text-to-Speech Systems

Boosting Continual Learning of Vision-Language Models via Mixture-of-Experts Adapters

Low-Rank Few-Shot Adaptation of Vision-Language Models

Beyond Sole Strength: Customized Ensembles for Generalized Vision-Language Models

Uncovering Deceptive Tendencies in Language Models: A Simulated Company AI Assistant

Fine-tuning vision foundation model for crack segmentation in civil infrastructures