语言大模型 / LLM - arXivDaily 专题

2412.18235 2024-12-25 cs.CV 78%

Band Prompting Aided SAR and Multi-Spectral Data Fusion Framework for Local Climate Zone Classification

Haiyan Lan, Shujun Li, Mingjie Xie, Xuanjia Zhao, Hongning Liu, Pengming Feng, Dongli Xu, Guangjun He, Jian Guan

专题命中知识编辑与模型理解：prompting(title,abstract)

Comments Accepted by ICASSP 2025

2412.10843 2024-12-17 cs.CV 78%

Learning Semantic-Aware Representation in Visual-Language Models for Multi-Label Recognition with Partial Labels

Haoxian Ruan, Zhihua Xu, Zhijing Yang, Yongyi Lu, Jinghui Qin, Tianshui Chen

专题命中知识编辑与模型理解：language model(title,abstract)

Comments ACM Transactions on Multimedia Computing Communications and Applications

2412.07518 2024-12-11 cs.CV 78%

Hallucination Elimination and Semantic Enhancement Framework for Vision-Language Models in Traffic Scenarios

Jiaqi Fan, Jianhua Wu, Hongqing Chu, Quanbo Ge, Bingzhao Gao

专题命中知识编辑与模型理解：language model(title,abstract)

2311.14064 2024-12-03 cs.CV 78%

HGCLIP: Exploring Vision-Language Models with Graph Representations for Hierarchical Understanding

Peng Xia, Xingtong Yu, Ming Hu, Lie Ju, Zhiyong Wang, Peibo Duan, Zongyuan Ge

专题命中知识编辑与模型理解：language model(title,abstract)

Comments COLING 2025

2411.11919 2024-12-03 cs.CV 78%

VL-Uncertainty: Detecting Hallucination in Large Vision-Language Model via Uncertainty Estimation

Ruiyang Zhang, Hu Zhang, Zhedong Zheng

专题命中知识编辑与模型理解：language model(title,abstract)

2411.15628 2024-11-26 cs.CV 78%

ACE: Action Concept Enhancement of Video-Language Models in Procedural Videos

Reza Ghoddoosian, Nakul Agarwal, Isht Dwivedi, Behzad Darisuh

专题命中知识编辑与模型理解：language model(title,abstract)

Comments Accepted at WACV 2025

2411.13840 2024-11-22 cs.CV 78%

Segment Anything in Light Fields for Real-Time Applications via Constrained Prompting

Nikolai Goncharov, Donald G. Dansereau

专题命中知识编辑与模型理解：prompting(title,abstract)

2403.13777 2024-11-15 cs.RO 78%

Embedding Pose Graph, Enabling 3D Foundation Model Capabilities with a Compact Representation

Hugues Thomas, Mouli Sivapurapu, Jian Zhang

专题命中知识编辑与模型理解：foundation model(title,abstract)

2406.00307 2024-11-04 cs.CV 78%

HENASY: Learning to Assemble Scene-Entities for Egocentric Video-Language Model

Khoa Vo, Thinh Phan, Kashu Yamazaki, Minh Tran, Ngan Le

专题命中知识编辑与模型理解：language model(title,abstract)

Comments Accepted to NeurIPS 2024

2410.20667 2024-10-29 q-bio.BM 78%

PepDoRA: A Unified Peptide Language Model via Weight-Decomposed Low-Rank Adaptation

Leyao Wang, Rishab Pulugurta, Pranay Vure, Yinuo Zhang, Aastha Pal, Pranam Chatterjee

专题命中知识编辑与模型理解：language model(title,abstract)

2405.01107 2024-10-17 cs.RO cs.MA cs.SY eess.SY 78%

CoViS-Net: A Cooperative Visual Spatial Foundation Model for Multi-Robot Applications

Jan Blumenkamp, Steven Morad, Jennifer Gielis, Amanda Prorok

专题命中知识编辑与模型理解：foundation model(title,abstract)

2410.04035 2024-10-08 cs.HC 78%

Gamifying XAI: Enhancing AI Explainability for Non-technical Users through LLM-Powered Narrative Gamifications

Yuzhe You, Jian Zhao

专题命中知识编辑与模型理解：LLM(title,abstract)

2410.01144 2024-10-03 cs.CV 78%

Uncertainty-Guided Enhancement on Driving Perception System via Foundation Models

Yunhao Yang, Yuxin Hu, Mao Ye, Zaiwei Zhang, Zhichao Lu, Yi Xu, Ufuk Topcu, Ben Snyder

专题命中知识编辑与模型理解：foundation model(title,abstract)

2409.19042 2024-10-01 eess.AS cs.SD 78%

Probing mental health information in speech foundation models

Marc de Gennes, Adrien Lesage, Martin Denais, Xuan-Nga Cao, Simon Chang, Pierre Van Remoortere, Cyrille Dakhlia, Rachid Riad

专题命中知识编辑与模型理解：foundation model(title,abstract)

Comments 6 pages, 4 figures

2409.13984 2024-09-24 cs.CV 78%

Cycle-Consistency Uncertainty Estimation for Visual Prompting based One-Shot Defect Segmentation

Geonuk Kim

专题命中知识编辑与模型理解：prompting(title,abstract)

Comments ECCV 2024 VISION workshop Most Innovative Prize

2409.12528 2024-09-20 cs.SD eess.AS 78%

SoundBeam meets M2D: Target Sound Extraction with Audio Foundation Model

Carlos Hernandez-Olivan, Marc Delcroix, Tsubasa Ochiai, Daisuke Niizumi, Naohiro Tawara, Tomohiro Nakatani, Shoko Araki

专题命中知识编辑与模型理解：foundation model(title,abstract)

2409.11630 2024-09-19 cs.SD eess.AS 78%

Speaking from Coarse to Fine: Improving Neural Codec Language Model via Multi-Scale Speech Coding and Generation

Haohan Guo, Fenglong Xie, Dongchao Yang, Xixin Wu, Helen Meng

专题命中知识编辑与模型理解：language model(title,abstract)

2409.06485 2024-09-11 cs.CV 78%

Mitigating Hallucination in Visual-Language Models via Re-Balancing Contrastive Decoding

Xiaoyu Liang, Jiayuan Yu, Lianrui Mu, Jiedong Zhuang, Jiaqi Hu, Yuchen Yang, Jiangnan Ye, Lu Lu, Jian Chen, Haoji Hu

专题命中知识编辑与模型理解：language model(title,abstract)

Comments PRCV

2409.06305 2024-09-11 cs.CV 78%

High-Performance Few-Shot Segmentation with Foundation Models: An Empirical Study

Shijie Chang, Lihe Zhang, Huchuan Lu

专题命中知识编辑与模型理解：foundation model(title,abstract)

Comments under review

2309.05904 2024-09-05 cs.CV 78%

Enhancing Representation in Radiography-Reports Foundation Model: A Granular Alignment Algorithm Using Masked Contrastive Learning

Weijian Huang, Cheng Li, Hong-Yu Zhou, Hao Yang, Jiarun Liu, Yong Liang, Hairong Zheng, Shaoting Zhang, Shanshan Wang

专题命中知识编辑与模型理解：foundation model(title,abstract)

Journal ref Nature Communications 15, 7620 (2024)

2403.08542 2024-09-04 cs.CV 78%

AIGCs Confuse AI Too: Investigating and Explaining Synthetic Image-induced Hallucinations in Large Vision-Language Models

Yifei Gao, Jiaqi Wang, Zhiyu Lin, Jitao Sang

专题命中知识编辑与模型理解：language model(title,abstract)

2408.15676 2024-08-29 cs.SD eess.AS 78%

VoxInstruct: Expressive Human Instruction-to-Speech Generation with Unified Multilingual Codec Language Modelling

Yixuan Zhou, Xiaoyu Qin, Zeyu Jin, Shuoyi Zhou, Shun Lei, Songtao Zhou, Zhiyong Wu, Jia Jia

专题命中知识编辑与模型理解：language model(title,abstract)

Comments Accepted by ACM Multimedia 2024

2408.01867 2024-08-06 cs.RO 78%

TrustNavGPT: Modeling Uncertainty to Improve Trustworthiness of Audio-Guided LLM-Based Robot Navigation

Xingpeng Sun, Yiran Zhang, Xindi Tang, Amrit Singh Bedi, Aniket Bera

专题命中知识编辑与模型理解：LLM(title,abstract)

Journal ref IROS 2024

2407.08265 2024-07-29 cs.CV 78%

Coordinate-Aware Thermal Infrared Tracking Via Natural Language Modeling

Miao Yan, Ping Zhang, Haofei Zhang, Ruqian Hao, Juanxiu Liu, Xiaoyang Wang, Lin Liu

专题命中知识编辑与模型理解：language model(title,abstract)

2407.15605 2024-07-23 cs.CV 78%

Probing Fine-Grained Action Understanding and Cross-View Generalization of Foundation Models

Thinesh Thiyakesan Ponbagavathi, Kunyu Peng, Alina Roitberg

专题命中知识编辑与模型理解：foundation model(title,abstract)

2407.11335 2024-07-19 cs.CV 78%

LaMI-DETR: Open-Vocabulary Detection with Language Model Instruction

Penghui Du, Yu Wang, Yifan Sun, Luting Wang, Yue Liao, Gang Zhang, Errui Ding, Yan Wang, Jingdong Wang, Si Liu

专题命中知识编辑与模型理解：language model(title,abstract)

Comments ECCV2024

2312.09128 2024-07-18 cs.CV 78%

Tokenize Anything via Prompting

Ting Pan, Lulu Tang, Xinlong Wang, Shiguang Shan

专题命中知识编辑与模型理解：prompting(title,abstract)

Comments code, model, and demo: https://github.com/baaivision/tokenize-anything

2404.09768 2024-06-14 cs.CV 78%

Contrastive Pretraining for Visual Concept Explanations of Socioeconomic Outcomes

Ivica Obadic, Alex Levering, Lars Pennig, Dario Oliveira, Diego Marcos, Xiaoxiang Zhu

专题命中知识编辑与模型理解：pretraining(title,abstract)

2405.16094 2024-06-04 cs.CV 78%

PLUG: Revisiting Amodal Segmentation with Foundation Model and Hierarchical Focus

Zhaochen Liu, Limeng Qiao, Xiangxiang Chu, Tingting Jiang

专题命中知识编辑与模型理解：foundation model(title,abstract)

2405.16311 2024-05-28 cs.HC 78%

Understanding Stakeholders' Perceptions and Needs Across the LLM Supply Chain

Agathe Balayn, Lorenzo Corti, Fanny Rancourt, Fabio Casati, Ujwal Gadiraju

专题命中知识编辑与模型理解：LLM(title,abstract)

Comments Paper accepted at the HCXAI workshop, co-located with CHI'24

1. 知识编辑与模型理解 7583 篇

Band Prompting Aided SAR and Multi-Spectral Data Fusion Framework for Local Climate Zone Classification

Learning Semantic-Aware Representation in Visual-Language Models for Multi-Label Recognition with Partial Labels

Hallucination Elimination and Semantic Enhancement Framework for Vision-Language Models in Traffic Scenarios

HGCLIP: Exploring Vision-Language Models with Graph Representations for Hierarchical Understanding

VL-Uncertainty: Detecting Hallucination in Large Vision-Language Model via Uncertainty Estimation

ACE: Action Concept Enhancement of Video-Language Models in Procedural Videos

Segment Anything in Light Fields for Real-Time Applications via Constrained Prompting

Embedding Pose Graph, Enabling 3D Foundation Model Capabilities with a Compact Representation

HENASY: Learning to Assemble Scene-Entities for Egocentric Video-Language Model

PepDoRA: A Unified Peptide Language Model via Weight-Decomposed Low-Rank Adaptation

CoViS-Net: A Cooperative Visual Spatial Foundation Model for Multi-Robot Applications

Gamifying XAI: Enhancing AI Explainability for Non-technical Users through LLM-Powered Narrative Gamifications

Uncertainty-Guided Enhancement on Driving Perception System via Foundation Models

Probing mental health information in speech foundation models

Cycle-Consistency Uncertainty Estimation for Visual Prompting based One-Shot Defect Segmentation

SoundBeam meets M2D: Target Sound Extraction with Audio Foundation Model

Speaking from Coarse to Fine: Improving Neural Codec Language Model via Multi-Scale Speech Coding and Generation

Mitigating Hallucination in Visual-Language Models via Re-Balancing Contrastive Decoding

High-Performance Few-Shot Segmentation with Foundation Models: An Empirical Study

Enhancing Representation in Radiography-Reports Foundation Model: A Granular Alignment Algorithm Using Masked Contrastive Learning

AIGCs Confuse AI Too: Investigating and Explaining Synthetic Image-induced Hallucinations in Large Vision-Language Models

VoxInstruct: Expressive Human Instruction-to-Speech Generation with Unified Multilingual Codec Language Modelling

TrustNavGPT: Modeling Uncertainty to Improve Trustworthiness of Audio-Guided LLM-Based Robot Navigation

Coordinate-Aware Thermal Infrared Tracking Via Natural Language Modeling

Probing Fine-Grained Action Understanding and Cross-View Generalization of Foundation Models

LaMI-DETR: Open-Vocabulary Detection with Language Model Instruction

Tokenize Anything via Prompting

Contrastive Pretraining for Visual Concept Explanations of Socioeconomic Outcomes

PLUG: Revisiting Amodal Segmentation with Foundation Model and Hierarchical Focus

Understanding Stakeholders' Perceptions and Needs Across the LLM Supply Chain