语言大模型 / LLM - arXivDaily 专题

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

2405.13951 2024-05-24 cs.CV 78%

Text Prompting for Multi-Concept Video Customization by Autoregressive Generation

Divya Kothandaraman, Kihyuk Sohn, Ruben Villegas, Paul Voigtlaender, Dinesh Manocha, Mohammad Babaeizadeh

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

Comments Paper accepted to AI4CC Workshop at CVPR 2024

2404.03592 2024-05-24 cs.CL cs.AI cs.LG 78%

ReFT: Representation Finetuning for Language Models

Zhengxuan Wu, Aryaman Arora, Zheng Wang, Atticus Geiger, Dan Jurafsky, Christopher D. Manning, Christopher Potts

专题命中知识编辑与模型理解：language model(title)；分类 cs.CL、cs.AI、cs.LG

Comments preprint

2404.11683 2024-04-19 cs.RO cs.CV 78%

Unifying Scene Representation and Hand-Eye Calibration with 3D Foundation Models

Weiming Zhi, Haozhan Tang, Tianyi Zhang, Matthew Johnson-Roberson

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

2404.10193 2024-04-17 cs.CV 78%

Consistency and Uncertainty: Identifying Unreliable Responses From Black-Box Vision-Language Models for Selective Visual Question Answering

Zaid Khan, Yun Fu

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

Comments CVPR 2024

2402.07329 2024-04-17 cs.CV 78%

The Bias of Harmful Label Associations in Vision-Language Models

Caner Hazirbas, Alicia Sun, Yonathan Efroni, Mark Ibrahim

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

2403.12693 2024-03-20 cs.CV 78%

As Firm As Their Foundations: Can open-sourced foundation models be used to create adversarial examples for downstream tasks?

Anjun Hu, Jindong Gu, Francesco Pinto, Konstantinos Kamnitsas, Philip Torr

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

2311.14339 2024-03-07 cs.CV 78%

Towards Concept-based Interpretability of Skin Lesion Diagnosis using Vision-Language Models

Cristiano Patrício, Luís F. Teixeira, João C. Neves

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

Comments Accepted for publication in IEEE ISBI 2024

2401.12181 2024-01-23 cs.LG cs.AI cs.CL 78%

Universal Neurons in GPT2 Language Models

Wes Gurnee, Theo Horsley, Zifan Carl Guo, Tara Rezaei Kheirkhah, Qinyi Sun, Will Hathaway, Neel Nanda, Dimitris Bertsimas

专题命中知识编辑与模型理解：language model(title)；分类 cs.CL、cs.AI、cs.LG

2302.09587 2024-01-09 cs.SE 78%

On the Reliability and Explainability of Language Models for Program Generation

Yue Liu, Chakkrit Tantithamthavorn, Yonghui Liu, Li Li

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

Comments Accepted by ACM Transactions on Software Engineering and Methodology (TOSEM)

2311.15543 2023-11-28 cs.CV 78%

Beyond Pixels: Exploring Human-Readable SVG Generation for Simple Images with Vision Language Models

Tong Zhang, Haoyang Liu, Peiyan Zhang, Yuxuan Cheng, Haohan Wang

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

Comments 10 pages, 7 figures

2303.12188 2023-08-03 cond-mat.mtrl-sci physics.comp-ph 78%

Toward Accurate Interpretable Predictions of Materials Properties within Transformer Language Models

Vadim Korolev, Pavel Protsenko

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

Comments 17 pages, 5 figures, 1 table

2304.03307 2023-04-10 cs.CV eess.IV 78%

Vita-CLIP: Video and text adaptive CLIP via Multimodal Prompting

Syed Talal Wasim, Muzammal Naseer, Salman Khan, Fahad Shahbaz Khan, Mubarak Shah

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

Comments Accepted at CVPR-2023. Codes/models available at https://github.com/TalalWasim/Vita-CLIP

2301.00182 2023-03-28 cs.CV 78%

Bidirectional Cross-Modal Knowledge Exploration for Video Recognition with Pre-trained Vision-Language Models

Wenhao Wu, Xiaohan Wang, Haipeng Luo, Jingdong Wang, Yi Yang, Wanli Ouyang

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

Comments Accepted by CVPR 2023

2301.11100 2023-01-27 cs.CV cs.CY cs.HC 78%

Vision-Language Models Performing Zero-Shot Tasks Exhibit Gender-based Disparities

Melissa Hall, Laura Gustafson, Aaron Adcock, Ishan Misra, Candace Ross

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

2211.10578 2022-12-13 cs.CV 78%

ABINet++: Autonomous, Bidirectional and Iterative Language Modeling for Scene Text Spotting

Shancheng Fang, Zhendong Mao, Hongtao Xie, Yuxin Wang, Chenggang Yan, Yongdong Zhang

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

Comments Accepted by TPAMI. Code is available at https://github.com/FangShancheng/ABINet-PP. arXiv admin note: substantial text overlap with arXiv:2103.06495 (conference version)

2005.13407 2022-11-15 cs.CL cs.AI cs.LG 78%

CausaLM: Causal Model Explanation Through Counterfactual Language Models

Amir Feder, Nadav Oved, Uri Shalit, Roi Reichart

专题命中知识编辑与模型理解：language model(title)；分类 cs.CL、cs.AI、cs.LG

Comments Our code and data are available at: https://amirfeder.github.io/CausaLM/ Accepted for publication in Computational Linguistics journal

2203.14940 2022-03-29 cs.CV 78%

Learning to Prompt for Open-Vocabulary Object Detection with Vision-Language Model

Yu Du, Fangyun Wei, Zihe Zhang, Miaojing Shi, Yue Gao, Guoqi Li

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

Comments Accepted by CVPR 2022

2103.06495 2021-03-12 cs.CV 78%

Read Like Humans: Autonomous, Bidirectional and Iterative Language Modeling for Scene Text Recognition

Shancheng Fang, Hongtao Xie, Yuxin Wang, Zhendong Mao, Yongdong Zhang

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

Comments Accepted by CVPR 2021

1. 知识编辑与模型理解 7552 篇

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

Text Prompting for Multi-Concept Video Customization by Autoregressive Generation

ReFT: Representation Finetuning for Language Models

Unifying Scene Representation and Hand-Eye Calibration with 3D Foundation Models

Consistency and Uncertainty: Identifying Unreliable Responses From Black-Box Vision-Language Models for Selective Visual Question Answering

The Bias of Harmful Label Associations in Vision-Language Models

As Firm As Their Foundations: Can open-sourced foundation models be used to create adversarial examples for downstream tasks?

Towards Concept-based Interpretability of Skin Lesion Diagnosis using Vision-Language Models

Universal Neurons in GPT2 Language Models

On the Reliability and Explainability of Language Models for Program Generation

Beyond Pixels: Exploring Human-Readable SVG Generation for Simple Images with Vision Language Models

Toward Accurate Interpretable Predictions of Materials Properties within Transformer Language Models

Vita-CLIP: Video and text adaptive CLIP via Multimodal Prompting

Bidirectional Cross-Modal Knowledge Exploration for Video Recognition with Pre-trained Vision-Language Models

Vision-Language Models Performing Zero-Shot Tasks Exhibit Gender-based Disparities

ABINet++: Autonomous, Bidirectional and Iterative Language Modeling for Scene Text Spotting

CausaLM: Causal Model Explanation Through Counterfactual Language Models

Learning to Prompt for Open-Vocabulary Object Detection with Vision-Language Model

Read Like Humans: Autonomous, Bidirectional and Iterative Language Modeling for Scene Text Recognition