语言大模型 / LLM - arXivDaily 专题

2502.02069 2025-02-05 cs.CV 78%

LoRA-TTT: Low-Rank Test-Time Training for Vision-Language Models

Yuto Kojima, Jiarui Xu, Xueyan Zou, Xiaolong Wang

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

2501.16559 2025-02-05 cs.CV 78%

LoRA-X: Bridging Foundation Models with Training-Free Cross-Model Adaptation

Farzad Farhadzadeh, Debasmit Das, Shubhankar Borse, Fatih Porikli

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

Comments Accepted to ICLR 2025

2407.02956 2025-02-04 cs.CR cs.AI cs.CL cs.LG 78%

IncogniText: Privacy-enhancing Conditional Text Anonymization via LLM-based Private Attribute Randomization

Ahmed Frikha, Nassim Walha, Krishna Kanth Nakka, Ricardo Mendes, Xue Jiang, Xuebing Zhou

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

Comments Accepted at NeurIPS 2024 - Safe GenAI Workshop

2405.07346 2025-02-04 cs.CV 78%

Quality Assessment for AI Generated Images with Instruction Tuning

Jiarui Wang, Huiyu Duan, Guangtao Zhai, Xiongkuo Min

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

2501.18474 2025-01-31 cs.CV 78%

Tuning Vision Foundation Model via Test-Time Prompt-Guided Training for VFSS Segmentations

Chengxi Zeng, David Smithard, Alberto M Gambaruto, Tilo Burghardt

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

2410.03189 2025-01-23 cs.CV 78%

Generalizable Prompt Tuning for Vision-Language Models

Qian Zhang

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

Comments in progress

2501.06312 2025-01-14 cs.CV 78%

Towards Iris Presentation Attack Detection with Foundation Models

Juan E. Tapia, Lázaro Janier González-Soler, Christoph Busch

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

2409.07650 2025-01-14 cs.CV 78%

Foundation Models Boost Low-Level Perceptual Similarity Metrics

Abhijay Ghildyal, Nabajeet Barman, Saman Zadtootaghaj

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

Comments ICASSP 2025, Code: https://github.com/abhijay9/ZS-IQA

2307.07854 2024-12-24 cs.SE 78%

AdvFusion: Adapter-based Knowledge Transfer for Code Summarization on Code Language Models

Iman Saberi, Amirreza Esmaeili, Fatemeh Fard, Fuxiang Chen

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

Comments Accepted to SANER 2025

2412.10680 2024-12-17 cs.CV cs.IR cs.MM 78%

UCDR-Adapter: Exploring Adaptation of Pre-Trained Vision-Language Models for Universal Cross-Domain Retrieval

Haoyu Jiang, Zhi-Qi Cheng, Gabriel Moreira, Jiawen Zhu, Jingdong Sun, Bukun Ren, Jun-Yan He, Qi Dai, Xian-Sheng Hua

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

Comments Accepted to WACV 2025. Project link: https://github.com/fine68/UCDR2024

2412.00150 2024-12-03 cs.CV eess.IV 78%

Curriculum Fine-tuning of Vision Foundation Model for Medical Image Classification Under Label Noise

Yeonguk Yu, Minhwan Ko, Sungho Shin, Kangmin Kim, Kyoobin Lee

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

Comments Accepted at NeurIPS 2024

2411.18669 2024-12-02 cs.CV 78%

SimCMF: A Simple Cross-modal Fine-tuning Strategy from Vision Foundation Models to Any Imaging Modality

Chenyang Lei, Liyi Chen, Jun Cen, Xiao Chen, Zhen Lei, Felix Heide, Qifeng Chen, Zhaoxiang Zhang

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

Comments project page: https://mt-cly.github.io/SimCMF.github.io/. arXiv admin note: substantial text overlap with arXiv:2409.08083

2411.17900 2024-11-28 q-fin.CP 78%

Pretrained LLM Adapted with LoRA as a Decision Transformer for Offline RL in Quantitative Trading

Suyeol Yun

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

Comments Accepted for presentation at the ICAIF 2024 Workshop on LLMs and Generative AI for Finance (poster session)

2411.15735 2024-11-26 cs.CV 78%

Test-time Alignment-Enhanced Adapter for Vision-Language Models

Baoshun Tong, Kaiyu Song, Hanjiang Lai

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

2411.13127 2024-11-26 cs.CV 78%

Adapting Vision Foundation Models for Robust Cloud Segmentation in Remote Sensing Images

Xuechao Zou, Shun Zhang, Kai Li, Shiying Wang, Junliang Xing, Lei Jin, Congyan Lang, Pin Tao

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

Comments 13 pages, 9 figures

2405.15549 2024-11-25 cs.CV 78%

SEP: Self-Enhanced Prompt Tuning for Visual-Language Model

Hantao Yao, Rui Zhang, Lu Yu, Yongdong Zhang, Changsheng Xu

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

2411.13136 2024-11-21 cs.CV 78%

TAPT: Test-Time Adversarial Prompt Tuning for Robust Inference in Vision-Language Models

Xin Wang, Kai Chen, Jiaming Zhang, Jingjing Chen, Xingjun Ma

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

2402.18068 2024-11-19 cs.CV 78%

SynArtifact: Classifying and Alleviating Artifacts in Synthetic Images via Vision-Language Model

Bin Cao, Jianhao Yuan, Yexin Liu, Jian Li, Shuyang Sun, Jing Liu, Bo Zhao

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

2411.10161 2024-11-18 cs.CV 78%

SEAGULL: No-reference Image Quality Assessment for Regions of Interest via Vision-Language Instruction Tuning

Zewen Chen, Juan Wang, Wen Wang, Sunhan Xu, Hang Xiong, Yun Zeng, Jian Guo, Shuxun Wang, Chunfeng Yuan, Bing Li, Weiming Hu

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

2411.09080 2024-11-15 cs.SD eess.AS 78%

Language Models for Music Medicine Generation

Emmanouil Nikolakakis, Joann Ching, Emmanouil Karystinaios, Gabrielle Sipin, Gerhard Widmer, Razvan Marinescu

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

Comments Late-Breaking / Demo Session Extended Abstract, ISMIR 2024 Conference

2411.03960 2024-11-07 cs.CV 78%

Face Reconstruction from Face Embeddings using Adapter to a Face Foundation Model

Hatef Otroshi Shahreza, Anjith George, Sébastien Marcel

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

2410.19635 2024-10-28 cs.CV 78%

Frozen-DETR: Enhancing DETR with Image Understanding from Frozen Foundation Models

Shenghao Fu, Junkai Yan, Qize Yang, Xihan Wei, Xiaohua Xie, Wei-Shi Zheng

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

Comments Accepted to NeurIPS 2024

2408.17433 2024-10-22 cs.CV 78%

DARES: Depth Anything in Robotic Endoscopic Surgery with Self-supervised Vector-LoRA of the Foundation Model

Mona Sheikh Zeinoddin, Chiara Lena, Jiongqi Qu, Luca Carlini, Mattia Magro, Seunghoi Kim, Elena De Momi, Sophia Bano, Matthew Grech-Sollars, Evangelos Mazomenos, Daniel C. Alexander, Danail Stoyanov, Matthew J. Clarkson, Mobarakol Islam

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

Comments 11 pages

2407.08374 2024-10-17 cs.CV 78%

Enhancing Robustness of Vision-Language Models through Orthogonality Learning and Self-Regularization

Jinlong Li, Dong Zhao, Zequn Jie, Elisa Ricci, Lin Ma, Nicu Sebe

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

2403.13756 2024-10-16 cs.CV 78%

Enhancing Gait Video Analysis in Neurodegenerative Diseases by Knowledge Augmentation in Vision Language Model

Diwei Wang, Kun Yuan, Candice Muller, Frédéric Blanc, Nicolas Padoy, Hyewon Seo

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

Comments MICCAI 2024

2410.09237 2024-10-15 cs.CV 78%

Foundation Model-Powered 3D Few-Shot Class Incremental Learning via Training-free Adaptor

Sahar Ahmadi, Ali Cheraghian, Morteza Saberi, Md. Towsif Abir, Hamidreza Dastmalchi, Farookh Hussain, Shafin Rahman

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

Comments ACCV 2024

2410.07854 2024-10-11 cs.CV cs.MM 78%

HeGraphAdapter: Tuning Multi-Modal Vision-Language Models with Heterogeneous Graph Adapter

Yumiao Zhao, Bo Jiang, Xiao Wang, Qin Xu, Jin Tang

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

2406.01424 2024-10-11 cs.LG cs.AI cs.CL 78%

Universal In-Context Approximation By Prompting Fully Recurrent Models

Aleksandar Petrov, Tom A. Lamb, Alasdair Paren, Philip H. S. Torr, Adel Bibi

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

Comments Published at NeurIPS 2024, Code at https://github.com/AleksandarPetrov/LSRL

2410.06194 2024-10-10 cs.CV 78%

Prompting DirectSAM for Semantic Contour Extraction in Remote Sensing Images

Shiyu Miao, Delong Chen, Fan Liu, Chuanyi Zhang, Yanhui Gu, Shengjie Guo, Jun Zhou

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

2407.04603 2024-10-08 cs.CV 78%

AWT: Transferring Vision-Language Models via Augmentation, Weighting, and Transportation

Yuhan Zhu, Yuyang Ji, Zhiyu Zhao, Gangshan Wu, Limin Wang

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

Comments Accepted by NeurIPS 2024

1. 指令微调 11714 篇

LoRA-TTT: Low-Rank Test-Time Training for Vision-Language Models

LoRA-X: Bridging Foundation Models with Training-Free Cross-Model Adaptation

IncogniText: Privacy-enhancing Conditional Text Anonymization via LLM-based Private Attribute Randomization

Quality Assessment for AI Generated Images with Instruction Tuning

Tuning Vision Foundation Model via Test-Time Prompt-Guided Training for VFSS Segmentations

Generalizable Prompt Tuning for Vision-Language Models

Towards Iris Presentation Attack Detection with Foundation Models

Foundation Models Boost Low-Level Perceptual Similarity Metrics

AdvFusion: Adapter-based Knowledge Transfer for Code Summarization on Code Language Models

UCDR-Adapter: Exploring Adaptation of Pre-Trained Vision-Language Models for Universal Cross-Domain Retrieval

Curriculum Fine-tuning of Vision Foundation Model for Medical Image Classification Under Label Noise

SimCMF: A Simple Cross-modal Fine-tuning Strategy from Vision Foundation Models to Any Imaging Modality

Pretrained LLM Adapted with LoRA as a Decision Transformer for Offline RL in Quantitative Trading

Test-time Alignment-Enhanced Adapter for Vision-Language Models

Adapting Vision Foundation Models for Robust Cloud Segmentation in Remote Sensing Images

SEP: Self-Enhanced Prompt Tuning for Visual-Language Model

TAPT: Test-Time Adversarial Prompt Tuning for Robust Inference in Vision-Language Models

SynArtifact: Classifying and Alleviating Artifacts in Synthetic Images via Vision-Language Model

SEAGULL: No-reference Image Quality Assessment for Regions of Interest via Vision-Language Instruction Tuning

Language Models for Music Medicine Generation

Face Reconstruction from Face Embeddings using Adapter to a Face Foundation Model

Frozen-DETR: Enhancing DETR with Image Understanding from Frozen Foundation Models

DARES: Depth Anything in Robotic Endoscopic Surgery with Self-supervised Vector-LoRA of the Foundation Model

Enhancing Robustness of Vision-Language Models through Orthogonality Learning and Self-Regularization

Enhancing Gait Video Analysis in Neurodegenerative Diseases by Knowledge Augmentation in Vision Language Model

Foundation Model-Powered 3D Few-Shot Class Incremental Learning via Training-free Adaptor

HeGraphAdapter: Tuning Multi-Modal Vision-Language Models with Heterogeneous Graph Adapter

Universal In-Context Approximation By Prompting Fully Recurrent Models

Prompting DirectSAM for Semantic Contour Extraction in Remote Sensing Images

AWT: Transferring Vision-Language Models via Augmentation, Weighting, and Transportation