语言大模型 / LLM - arXivDaily 专题

2404.11732 2024-04-19 cs.CV 78%

Visual Prompting for Generalized Few-shot Segmentation: A Multi-scale Approach

Mir Rayat Imtiaz Hossain, Mennatullah Siam, Leonid Sigal, James J. Little

专题命中指令微调：prompting(title,abstract)

Comments Accepted at CVPR 2024

2401.06129 2024-04-17 cs.CV 78%

Distilling Vision-Language Models on Millions of Videos

Yue Zhao, Long Zhao, Xingyi Zhou, Jialin Wu, Chun-Te Chu, Hui Miao, Florian Schroff, Hartwig Adam, Ting Liu, Boqing Gong, Philipp Krähenbühl, Liangzhe Yuan

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

Comments CVPR 2024. Project page: https://zhaoyue-zephyrus.github.io/video-instruction-tuning

2312.01964 2024-04-16 cs.CV cs.GR 78%

Semantics-aware Motion Retargeting with Vision-Language Models

Haodong Zhang, ZhiKe Chen, Haocheng Xu, Lei Hao, Xiaofei Wu, Songcen Xu, Zhensong Zhang, Yue Wang, Rong Xiong

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

Comments Accepted in CVPR2024

2403.18628 2024-04-09 cs.IR 78%

To Recommend or Not: Recommendability Identification in Conversations with Pre-trained Language Models

Zhefan Wang, Weizhi Ma, Min Zhang

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

2401.04394 2024-04-04 cs.MM cs.SD eess.AS 78%

SonicVisionLM: Playing Sound with Vision Language Models

Zhifeng Xie, Shengye Yu, Qile He, Mengtian Li

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

Comments CVPR 2024

2404.01207 2024-04-02 cs.CV 78%

Vision-language models for decoding provider attention during neonatal resuscitation

Felipe Parodi, Jordan Matelsky, Alejandra Regla-Vargas, Elizabeth Foglia, Charis Lim, Danielle Weinberg, Konrad Kording, Heidi Herrick, Michael Platt

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

Comments 9 pages, 4 figures

2404.00488 2024-04-02 cs.CL cs.AI cs.LG 78%

Noise-Aware Training of Layout-Aware Language Models

Ritesh Sarkhel, Xiaoqi Ren, Lauro Beltrao Costa, Guolong Su, Vincent Perot, Yanan Xie, Emmanouil Koukoumidis, Arnab Nandi

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

2403.20080 2024-04-01 cs.CV 78%

Mixed-precision Supernet Training from Vision Foundation Models using Low Rank Adapter

Yuiko Sakuma, Masakazu Yoshimura, Junji Otsuka, Atsushi Irie, Takeshi Ohashi

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

2403.13263 2024-03-21 cs.CV 78%

SC-Tune: Unleashing Self-Consistent Referential Comprehension in Large Vision Language Models

Tongtian Yue, Jie Cheng, Longteng Guo, Xingyuan Dai, Zijia Zhao, Xingjian He, Gang Xiong, Yisheng Lv, Jing Liu

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

Comments Accepted by CVPR2024

2311.18231 2024-03-14 cs.CV 78%

TCP:Textual-based Class-aware Prompt tuning for Visual-Language Model

Hantao Yao, Rui Zhang, Changsheng Xu

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

Comments accepted by CVPR24

2403.07860 2024-03-13 cs.CV 78%

Bridging Different Language Models and Generative Vision Models for Text-to-Image Generation

Shihao Zhao, Shaozhe Hao, Bojia Zi, Huaizhe Xu, Kwan-Yee K. Wong

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

2403.06480 2024-03-12 math.DS math.GR 78%

SFT covers for actions of the first Grigorchuk group

Rostislav Grigorchuk, Ville Salo

专题命中指令微调：SFT(title,abstract)

Comments 34 pages

2311.01092 2024-03-05 cs.CV 78%

Learning A Multi-Task Transformer Via Unified And Customized Instruction Tuning For Chest Radiograph Interpretation

Lijian Xu, Ziyu Ni, Xinglong Liu, Xiaosong Wang, Hongsheng Li, Shaoting Zhang

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

2402.18899 2024-03-01 cs.IR 78%

Aligning Language Models for Versatile Text-based Item Retrieval

Yuxuan Lei, Jianxun Lian, Jing Yao, Mingqi Wu, Defu Lian, Xing Xie

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

Comments 4 pages,1 figures, 4 tables

2402.13932 2024-02-22 cs.CV 78%

Tumor segmentation on whole slide images: training or prompting?

Huaqian Wu, Clara Brémond-Martin, Kévin Bouaou, Cédric Clouchoux

专题命中指令微调：prompting(title,abstract)

Comments 5 pages, 2 figures, ISBI 2024

2402.12974 2024-02-22 cs.CV 78%

Visual Style Prompting with Swapping Self-Attention

Jaeseok Jeong, Junho Kim, Yunjey Choi, Gayoung Lee, Youngjung Uh

专题命中指令微调：prompting(title,abstract)

2312.01163 2024-02-13 cs.CV 78%

A New Learning Paradigm for Foundation Model-based Remote Sensing Change Detection

Kaiyu Li, Xiangyong Cao, Deyu Meng

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

2307.08540 2024-02-07 cs.SE 78%

Utilization of Pre-trained Language Model for Adapter-based Knowledge Transfer in Software Engineering

Iman Saberi, Fatemeh Fard, Fuxiang Chen

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

Comments Accepted to EMSE

2305.11834 2024-01-22 eess.AS cs.SD 78%

Pengi: An Audio Language Model for Audio Tasks

Soham Deshmukh, Benjamin Elizalde, Rita Singh, Huaming Wang

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

Comments Accepted at NeurIPS 2023. The manuscript is updated with additional experiments suggested by reviewers

2401.00653 2024-01-02 cs.CV 78%

PROMPT-IML: Image Manipulation Localization with Pre-trained Foundation Models Through Prompt Tuning

Xuntao Liu, Yuzhou Yang, Qichao Ying, Zhenxing Qian, Xinpeng Zhang, Sheng Li

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

Comments Under Review

2312.17211 2023-12-29 math.SG math.DS 78%

Elementary SFT Spectral Gaps And The Strong Closing Property

Julian Chaidez, Shira Tanny

专题命中指令微调：SFT(title,abstract)

Comments 76 pages, 5 figures. Comments welcome!

2312.16602 2023-12-29 cs.CV 78%

Visual Instruction Tuning towards General-Purpose Multimodal Model: A Survey

Jiaxing Huang, Jingyi Zhang, Kai Jiang, Han Qiu, Shijian Lu

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

2312.15901 2023-12-27 cs.CV 78%

Black-Box Tuning of Vision-Language Models with Effective Gradient Approximation

Zixian Guo, Yuxiang Wei, Ming Liu, Zhilong Ji, Jinfeng Bai, Yiwen Guo, Wangmeng Zuo

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

2312.10613 2023-12-19 cs.CV 78%

p-Laplacian Adaptation for Generative Pre-trained Vision-Language Models

Haoyuan Wu, Xinyun Zhang, Peng Xu, Peiyu Liao, Xufeng Yao, Bei Yu

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

Comments Accepted by AAAI24. The first two authors contributed equally to this paper

2308.00541 2023-12-14 cs.CV 78%

Detecting Cloud Presence in Satellite Images Using the RGB-based CLIP Vision-Language Model

Mikolaj Czerkawski, Robert Atkinson, Christos Tachtatzis

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

Journal ref IGARSS 2023

2311.06783 2023-11-14 cs.CV cs.MM 78%

Q-Instruct: Improving Low-level Visual Abilities for Multi-modality Foundation Models

Haoning Wu, Zicheng Zhang, Erli Zhang, Chaofeng Chen, Liang Liao, Annan Wang, Kaixin Xu, Chunyi Li, Jingwen Hou, Guangtao Zhai, Geng Xue, Wenxiu Sun, Qiong Yan, Weisi Lin

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

Comments 16 pages, 11 figures, page 12-16 as appendix

2310.18602 2023-10-31 cs.NI cs.IT math.IT 78%

Device-Edge Cooperative Fine-Tuning of Foundation Models as a 6G Service

Hai Wu, Xu Chen, Kaibin Huang

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

Comments 13 pages, 6 figures

2310.13024 2023-10-23 cs.CL cs.AI cs.LG 78%

Towards Anytime Fine-tuning: Continually Pre-trained Language Models with Hypernetwork Prompt

Gangwei Jiang, Caigao Jiang, Siqiao Xue, James Y. Zhang, Jun Zhou, Defu Lian, Ying Wei

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

2310.02381 2023-10-05 eess.IV cs.CV 78%

Multi-Prompt Fine-Tuning of Foundation Models for Enhanced Medical Image Segmentation

Xiangru Li, Yifei Zhang, Liang Zhao

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

2309.16552 2023-09-29 cs.RO 78%

Semantic Scene Difference Detection in Daily Life Patroling by Mobile Robots using Pre-Trained Large-Scale Vision-Language Model

Yoshiki Obinata, Kento Kawaharazuka, Naoaki Kanazawa, Naoya Yamaguchi, Naoto Tsukamoto, Iori Yanokura, Shingo Kitagawa, Koki Shinjo, Kei Okada, Masayuki Inaba

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

Comments Accepted to 2023 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2023)

1. 指令微调 11714 篇

Visual Prompting for Generalized Few-shot Segmentation: A Multi-scale Approach

Distilling Vision-Language Models on Millions of Videos

Semantics-aware Motion Retargeting with Vision-Language Models

To Recommend or Not: Recommendability Identification in Conversations with Pre-trained Language Models

SonicVisionLM: Playing Sound with Vision Language Models

Vision-language models for decoding provider attention during neonatal resuscitation

Noise-Aware Training of Layout-Aware Language Models

Mixed-precision Supernet Training from Vision Foundation Models using Low Rank Adapter

SC-Tune: Unleashing Self-Consistent Referential Comprehension in Large Vision Language Models

TCP:Textual-based Class-aware Prompt tuning for Visual-Language Model

Bridging Different Language Models and Generative Vision Models for Text-to-Image Generation

SFT covers for actions of the first Grigorchuk group

Learning A Multi-Task Transformer Via Unified And Customized Instruction Tuning For Chest Radiograph Interpretation

Aligning Language Models for Versatile Text-based Item Retrieval

Tumor segmentation on whole slide images: training or prompting?

Visual Style Prompting with Swapping Self-Attention

A New Learning Paradigm for Foundation Model-based Remote Sensing Change Detection

Utilization of Pre-trained Language Model for Adapter-based Knowledge Transfer in Software Engineering

Pengi: An Audio Language Model for Audio Tasks

PROMPT-IML: Image Manipulation Localization with Pre-trained Foundation Models Through Prompt Tuning

Elementary SFT Spectral Gaps And The Strong Closing Property

Visual Instruction Tuning towards General-Purpose Multimodal Model: A Survey

Black-Box Tuning of Vision-Language Models with Effective Gradient Approximation

p-Laplacian Adaptation for Generative Pre-trained Vision-Language Models

Detecting Cloud Presence in Satellite Images Using the RGB-based CLIP Vision-Language Model

Q-Instruct: Improving Low-level Visual Abilities for Multi-modality Foundation Models

Device-Edge Cooperative Fine-Tuning of Foundation Models as a 6G Service

Towards Anytime Fine-tuning: Continually Pre-trained Language Models with Hypernetwork Prompt

Multi-Prompt Fine-Tuning of Foundation Models for Enhanced Medical Image Segmentation

Semantic Scene Difference Detection in Daily Life Patroling by Mobile Robots using Pre-Trained Large-Scale Vision-Language Model