语言大模型 / LLM - arXivDaily 专题

2409.12470 2024-11-04 cs.CV eess.IV 78%

HSIGene: A Foundation Model For Hyperspectral Image Generation

Li Pang, Xiangyong Cao, Datao Tang, Shuang Xu, Xueru Bai, Feng Zhou, Deyu Meng

专题命中预训练与数据：foundation model(title,abstract)

2401.12911 2024-10-31 stat.ME 78%

Pretraining and the Lasso

Erin Craig, Mert Pilanci, Thomas Le Menestrel, Balasubramanian Narasimhan, Manuel Rivas, Stein-Erik Gullaksen, Roozbeh Dehghannasiri, Julia Salzman, Jonathan Taylor, Robert Tibshirani

专题命中预训练与数据：pretraining(title,abstract)

2211.13756 2024-10-28 cs.CV 78%

Contrastive pretraining for semantic segmentation is robust to noisy positive pairs

Sebastian Gerard, Josephine Sullivan

专题命中预训练与数据：pretraining(title,abstract)

Comments This work has been submitted to the IEEE for possible publication. Compared to the previous version, large-scale changes were made to make the paper easier to understand for people less familiar with contrastive learning and to make it easier to follow certain arguments. 10 pages, 9 figures

2410.06558 2024-10-22 cs.CV 78%

Deep Correlated Prompting for Visual Recognition with Missing Modalities

Lianyu Hu, Tongkai Shi, Wei Feng, Fanhua Shang, Liang Wan

专题命中预训练与数据：prompting(title,abstract)

Comments NeurIPS 2024, add some results

2410.11834 2024-10-16 cs.RO 78%

Contrastive Touch-to-Touch Pretraining

Samanta Rodriguez, Yiming Dou, William van den Bogert, Miquel Oller, Kevin So, Andrew Owens, Nima Fazeli

专题命中预训练与数据：pretraining(title,abstract)

2405.13570 2024-10-16 cs.CV 78%

MetaEarth: A Generative Foundation Model for Global-Scale Remote Sensing Image Generation

Zhiping Yu, Chenyang Liu, Liqin Liu, Zhenwei Shi, Zhengxia Zou

专题命中预训练与数据：foundation model(title,abstract)

Comments Project page: https://jiupinjia.github.io/metaearth/

2410.07133 2024-10-11 cs.CV 78%

EvolveDirector: Approaching Advanced Text-to-Image Generation with Large Vision-Language Models

Rui Zhao, Hangjie Yuan, Yujie Wei, Shiwei Zhang, Yuchao Gu, Lingmin Ran, Xiang Wang, Zhangjie Wu, Junhao Zhang, Yingya Zhang, Mike Zheng Shou

专题命中预训练与数据：language model(title,abstract)

2410.06967 2024-10-10 cs.CR cs.CY 78%

$\texttt{ModSCAN}$: Measuring Stereotypical Bias in Large Vision-Language Models from Vision and Language Modalities

Yukun Jiang, Zheng Li, Xinyue Shen, Yugeng Liu, Michael Backes, Yang Zhang

专题命中预训练与数据：language model(title,abstract)

Comments Accepted in EMNLP 2024. 29 pages, 22 figures

2410.04426 2024-10-08 cs.CV 78%

CoVLM: Leveraging Consensus from Vision-Language Models for Semi-supervised Multi-modal Fake News Detection

Devank, Jayateja Kalla, Soma Biswas

专题命中预训练与数据：language model(title,abstract)

Comments Accepted in ACCV 2024

2407.08787 2024-09-27 cs.CV 78%

Data Adaptive Traceback for Vision-Language Foundation Models in Image Classification

Wenshuo Peng, Kaipeng Zhang, Yue Yang, Hao Zhang, Yu Qiao

专题命中预训练与数据：foundation model(title,abstract)

Comments 9 pages,4 figures

2407.06770 2024-09-17 cs.RO 78%

Pretraining-finetuning Framework for Efficient Co-design: A Case Study on Quadruped Robot Parkour

Ci Chen, Jiyu Yu, Haojian Lu, Hongbo Gao, Rong Xiong, Yue Wang

专题命中预训练与数据：pretraining(title,abstract)

2409.08251 2024-09-13 cs.CV 78%

Dynamic Prompting of Frozen Text-to-Image Diffusion Models for Panoptic Narrative Grounding

Hongyu Li, Tianrui Hui, Zihan Ding, Jing Zhang, Bin Ma, Xiaoming Wei, Jizhong Han, Si Liu

专题命中预训练与数据：prompting(title)；pretraining(abstract)

Comments Accepted by ACM MM 2024

2309.10726 2024-09-12 cs.CV cs.RO 78%

Few-Shot Panoptic Segmentation With Foundation Models

Markus Käppeler, Kürsat Petek, Niclas Vödisch, Wolfram Burgard, Abhinav Valada

专题命中预训练与数据：foundation model(title,abstract)

Comments Accepted for "IEEE International Conference on Robotics and Automation (ICRA) 2024"

Journal ref IEEE International Conference on Robotics and Automation, 2024, pp. 7718-7724

2310.07644 2024-09-10 cs.AI cs.CL cs.LG 78%

Toward Understanding BERT-Like Pre-Training for DNA Foundation Models

Chaoqi Liang, Lifeng Qiao, Peng Ye, Nanqing Dong, Jianle Sun, Weiqiang Bai, Yuchen Ren, Xinzhu Ma, Hongliang Yan, Chunfeng Song, Wanli Ouyang, Wangmeng Zuo

专题命中预训练与数据：foundation model(title)；分类 cs.CL、cs.AI、cs.LG

2409.03230 2024-09-06 cs.RO physics.flu-dyn 78%

Improving agent performance in fluid environments by perceptual pretraining

Jin Zhang, Jianyang Xue, Bochao Cao

专题命中预训练与数据：pretraining(title,abstract)

2409.02885 2024-09-05 eess.IV cs.CV 78%

CanvOI, an Oncology Intelligence Foundation Model: Scaling FLOPS Differently

Jonathan Zalach, Inbal Gazy, Assaf Avinoam, Ron Sinai, Eran Shmuel, Inbar Gilboa, Christine Swisher, Naim Matasci, Reva Basho, David B. Agus

专题命中预训练与数据：foundation model(title,abstract)

Comments 12 pages, 5 figures

2409.02101 2024-09-04 cs.CV cs.MM 78%

Towards Real-World Adverse Weather Image Restoration: Enhancing Clearness and Semantics with Vision-Language Models

Jiaqi Xu, Mengyang Wu, Xiaowei Hu, Chi-Wing Fu, Qi Dou, Pheng-Ann Heng

专题命中预训练与数据：language model(title,abstract)

Comments Accepted by ECCV 2024

2408.17154 2024-09-02 cs.CV 78%

Self-supervised Anomaly Detection Pretraining Enhances Long-tail ECG Diagnosis

Aofan Jiang, Chaoqin Huang, Qing Cao, Yuchen Xu, Zi Zeng, Kang Chen, Ya Zhang, Yanfeng Wang

专题命中预训练与数据：pretraining(title,abstract)

Comments arXiv admin note: text overlap with arXiv:2404.04935

2407.20495 2024-08-29 eess.IV cs.CV 78%

Enhancing Quantitative Image Synthesis through Pretraining and Resolution Scaling for Bone Mineral Density Estimation from a Plain X-ray Image

Yi Gu, Yoshito Otake, Keisuke Uemura, Masaki Takao, Mazen Soufi, Seiji Okada, Nobuhiko Sugano, Hugues Talbot, Yoshinobu Sato

专题命中预训练与数据：pretraining(title,abstract)

Comments SASHIMI, 2024 (MICCAI workshop). 13 pages, 3 figures

2408.13385 2024-08-27 cs.CV 78%

MICM: Rethinking Unsupervised Pretraining for Enhanced Few-shot Learning

Zhenyu Zhang, Guangyao Chen, Yixiong Zou, Zhimeng Huang, Yuhua Li, Ruixuan Li

专题命中预训练与数据：pretraining(title,abstract)

Comments ACMMM 2024 (Oral)

2403.11641 2024-08-26 cs.CV 78%

Arc2Face: A Foundation Model for ID-Consistent Human Faces

Foivos Paraperas Papantoniou, Alexandros Lattas, Stylianos Moschoglou, Jiankang Deng, Bernhard Kainz, Stefanos Zafeiriou

专题命中预训练与数据：foundation model(title,abstract)

Comments ECCV 2024 (Oral), 29 pages, 20 figures. Project page: https://arc2face.github.io/

2310.17419 2024-08-22 cs.CV 78%

AntifakePrompt: Prompt-Tuned Vision-Language Models are Fake Image Detectors

You-Ming Chang, Chen Yeh, Wei-Chen Chiu, Ning Yu

专题命中预训练与数据：language model(title,abstract)

2408.11000 2024-08-21 cs.CV 78%

SenPa-MAE: Sensor Parameter Aware Masked Autoencoder for Multi-Satellite Self-Supervised Pretraining

Jonathan Prexl, Michael Schmitt

专题命中预训练与数据：pretraining(title)；foundation model(abstract)

Comments GCPR 2024

2408.09343 2024-08-20 hep-ex physics.data-an 78%

Large-Scale Pretraining and Finetuning for Efficient Jet Classification in Particle Physics

Zihan Zhao, Farouk Mokhtar, Raghav Kansal, Haoyang Li, Javier Duarte

专题命中预训练与数据：pretraining(title,abstract)

Comments ACAT 2024 Proceedings

2407.07465 2024-07-18 cs.CV 78%

Exploring the Untouched Sweeps for Conflict-Aware 3D Segmentation Pretraining

Tianfang Sun, Zhizhong Zhang, Xin Tan, Yanyun Qu, Yuan Xie

专题命中预训练与数据：pretraining(title,abstract)

Comments preprint, version 2

2402.08875 2024-07-17 cs.CV 78%

Advancing Human Action Recognition with Foundation Models trained on Unlabeled Public Videos

Yang Qian, Yinan Sun, Ali Kargarandehkordi, Parnian Azizian, Onur Cezmi Mutlu, Saimourya Surabhi, Pingyi Chen, Zain Jabbar, Dennis Paul Wall, Peter Washington

专题命中预训练与数据：foundation model(title,abstract)

Comments 10 pages

2407.06084 2024-07-09 cs.CV 78%

3D Vision and Language Pretraining with Large-Scale Synthetic Data

Dejie Yang, Zhu Xu, Wentao Mo, Qingchao Chen, Siyuan Huang, Yang Liu

专题命中预训练与数据：pretraining(title,abstract)

Comments accepted by IJCAI2024

2307.15697 2024-07-09 cs.CV 78%

Aligned Unsupervised Pretraining of Object Detectors with Self-training

Ioannis Maniadis Metaxas, Adrian Bulat, Ioannis Patras, Brais Martinez, Georgios Tzimiropoulos

专题命中预训练与数据：pretraining(title,abstract)

2406.08336 2024-06-25 cs.SD cs.CV eess.AS 78%

CoLM-DSR: Leveraging Neural Codec Language Modeling for Multi-Modal Dysarthric Speech Reconstruction

Xueyuan Chen, Dongchao Yang, Dingdong Wang, Xixin Wu, Zhiyong Wu, Helen Meng

专题命中预训练与数据：language model(title,abstract)

Comments Accepted by Interspeech 2024

2406.11019 2024-06-18 cs.CV 78%

Self-supervised Pretraining and Finetuning for Monocular Depth and Visual Odometry

Boris Chidlovskii, Leonid Antsfeld

专题命中预训练与数据：pretraining(title,abstract)

Comments 8 pages, to appear in ICRA'24

1. 预训练与数据 12393 篇

HSIGene: A Foundation Model For Hyperspectral Image Generation

Pretraining and the Lasso

Contrastive pretraining for semantic segmentation is robust to noisy positive pairs

Deep Correlated Prompting for Visual Recognition with Missing Modalities

Contrastive Touch-to-Touch Pretraining

MetaEarth: A Generative Foundation Model for Global-Scale Remote Sensing Image Generation

EvolveDirector: Approaching Advanced Text-to-Image Generation with Large Vision-Language Models

$\texttt{ModSCAN}$: Measuring Stereotypical Bias in Large Vision-Language Models from Vision and Language Modalities

CoVLM: Leveraging Consensus from Vision-Language Models for Semi-supervised Multi-modal Fake News Detection

Data Adaptive Traceback for Vision-Language Foundation Models in Image Classification

Pretraining-finetuning Framework for Efficient Co-design: A Case Study on Quadruped Robot Parkour

Dynamic Prompting of Frozen Text-to-Image Diffusion Models for Panoptic Narrative Grounding

Few-Shot Panoptic Segmentation With Foundation Models

Toward Understanding BERT-Like Pre-Training for DNA Foundation Models

Improving agent performance in fluid environments by perceptual pretraining

CanvOI, an Oncology Intelligence Foundation Model: Scaling FLOPS Differently

Towards Real-World Adverse Weather Image Restoration: Enhancing Clearness and Semantics with Vision-Language Models

Self-supervised Anomaly Detection Pretraining Enhances Long-tail ECG Diagnosis

Enhancing Quantitative Image Synthesis through Pretraining and Resolution Scaling for Bone Mineral Density Estimation from a Plain X-ray Image

MICM: Rethinking Unsupervised Pretraining for Enhanced Few-shot Learning

Arc2Face: A Foundation Model for ID-Consistent Human Faces

AntifakePrompt: Prompt-Tuned Vision-Language Models are Fake Image Detectors

SenPa-MAE: Sensor Parameter Aware Masked Autoencoder for Multi-Satellite Self-Supervised Pretraining

Large-Scale Pretraining and Finetuning for Efficient Jet Classification in Particle Physics

Exploring the Untouched Sweeps for Conflict-Aware 3D Segmentation Pretraining

Advancing Human Action Recognition with Foundation Models trained on Unlabeled Public Videos

3D Vision and Language Pretraining with Large-Scale Synthetic Data

Aligned Unsupervised Pretraining of Object Detectors with Self-training

CoLM-DSR: Leveraging Neural Codec Language Modeling for Multi-Modal Dysarthric Speech Reconstruction

Self-supervised Pretraining and Finetuning for Monocular Depth and Visual Odometry