多模态大模型

Chip-Tuning: Classify Before Language Models Say

Fangwei Zhu, Dian Li, Jiajun Huang, Gang Liu, Hui Wang, Zhifang Sui

专题命中 其他多模态 ：multimodal(abstract)；分类 cs.CL、cs.AI

The Sampling-Gaussian for stereo matching

Baiyu Pan, jichao jiao, Bowen Yao, Jianxin Pang, Jun Cheng

专题命中 其他多模态 ：multimodal(abstract)；分类 cs.CV、cs.AI

Comments TL;DR: A novel Gaussian distribution-based supervision method for stereo matching. Implemented with five baseline methods and achieves notable improvement. Main content, 10 pages. conference submission

On Instruction-Finetuning Neural Machine Translation Models

Vikas Raunak, Roman Grundkiewicz, Marcin Junczys-Dowmunt

专题命中 其他多模态 ：multi-modal(abstract)；分类 cs.CL、cs.AI

Comments WMT'24

A Distributed Privacy Preserving Model for the Detection of Alzheimer's Disease

Paul K. Mandal

专题命中 其他多模态 ：multimodal(abstract)；分类 cs.CV、cs.AI

Comments 15 pages, 7 figures, 2 tables

Journal ref Neural Comput & Applic (2024)

Deep Learning Techniques for Hand Vein Biometrics: A Comprehensive Review

Mustapha Hemis, Hamza Kheddar, Sami Bourouis, Nasir Saleem

专题命中 其他多模态 ：multimodal(abstract)；分类 cs.CV、cs.AI

LEROjD: Lidar Extended Radar-Only Object Detection

Patrick Palmer, Martin Krüger, Stefan Schütte, Richard Altendorfer, Ganesh Adam, Torsten Bertram

专题命中 其他多模态 ：cross-modal(abstract)；分类 cs.CV、cs.AI

Comments Accepted for publication as ECCV 2024

IGAN: Inferent and Generative Adversarial Networks

Luc Vignaud

专题命中 其他多模态 ：multi-modal(abstract)；分类 cs.CV、cs.AI

Comments 10 pages, 6 figures, accepted for publication in proceedings of NATO Specialist Meeting SET-273 RSM on "Multidimensional Radar Imaging for ATR", Marseille, France, october 2021

Research on the Spatial Data Intelligent Foundation Model

Shaohua Wang, Xing Xie, Yong Li, Danhuai Guo, Zhi Cai, Yu Liu, Yang Yue, Xiao Pan, Feng Lu, Huayi Wu, Zhipeng Gui, Zhiming Ding, Bolong Zheng, Fuzheng Zhang, Jingyuan Wang, Zhengchao Chen, Hao Lu, Jiayi Li, Peng Yue, Wenhao Yu, Yao Yao, Leilei Sun, Yong Zhang, Longbiao Chen, Xiaoping Du, Xiang Li, Xueying Zhang, Kun Qin, Zhaoya Gong, Weihua Dong, Xiaofeng Meng

专题命中 其他多模态 ：multimodal(abstract)；分类 cs.CV、cs.AI

Comments V1 and V2 are in Chinese language, other versions are in English

Multi-Style Facial Sketch Synthesis through Masked Generative Modeling

Bowen Sun, Guo Lu, Shibao Zheng

专题命中 其他多模态 ：cross-modal(abstract)；分类 cs.CV、cs.AI

Speaking the Same Language: Leveraging LLMs in Standardizing Clinical Data for AI

Arindam Sett, Somaye Hashemifar, Mrunal Yadav, Yogesh Pandit, Mohsen Hejrati

专题命中 其他多模态 ：multi-modal(abstract)；分类 cs.CL、cs.AI

Comments 11 pages, 2 figures, 4 tables

A General-Purpose Device for Interaction with LLMs

Jiajun Xu, Qun Wang, Yuhang Cao, Baitao Zeng, Sicheng Liu

专题命中 其他多模态 ：multimodal(abstract)；分类 cs.CL、cs.AI

Machine Psychology

Thilo Hagendorff, Ishita Dasgupta, Marcel Binz, Stephanie C. Y. Chan, Andrew Lampinen, Jane X. Wang, Zeynep Akata, Eric Schulz

专题命中 其他多模态 ：multi-modal(abstract)；分类 cs.CL、cs.AI

Advancing Chart Question Answering with Robust Chart Component Recognition

Hanwen Zheng, Sijia Wang, Chris Thomas, Lifu Huang

专题命中 其他多模态 ：multimodal(abstract)；分类 cs.CL、cs.AI

Many-Shot In-Context Learning for Molecular Inverse Design

Saeed Moayedpour, Alejandro Corrochano-Navarro, Faryad Sahneh, Shahriar Noroozizadeh, Alexander Koetter, Jiri Vymetal, Lorenzo Kogler-Anele, Pablo Mas, Yasser Jangjou, Sizhen Li, Michael Bailey, Marc Bianciotto, Hans Matter, Christoph Grebner, Gerhard Hessler, Ziv Bar-Joseph, Sven Jager

专题命中 其他多模态 ：multi-modal(abstract)；分类 cs.CL、cs.AI

ChatBCG: Can AI Read Your Slide Deck?

Nikita Singh, Rob Balian, Lukas Martinelli

专题命中 其他多模态 ：multimodal(abstract)；分类 cs.CV、cs.AI

Comments for full list of figures visit https://www.repromptai.com/chat_bcg

Flowers Revisited: A Preliminary Replication of Flowers et al. 1997

Kajetan Enge, Liam Fabry, Robert Höldrich

专题命中 其他多模态 ：cross-modal(abstract)；分类 cs.MM、eess.AS

Comments 4 pages, 3 figures, to be presented as an extended abstract at the 29th International Conference on Auditory Display (2024) in Troy, New York, USA

Large language models in healthcare and medical domain: A review

Zabir Al Nazi, Wei Peng

专题命中 其他多模态 ：multi-modal(abstract)；分类 cs.CL、cs.AI

Talking to Machines: do you read me?

Lina M. Rojas-Barahona

专题命中 其他多模态 ：multimodal(abstract)；分类 cs.CL、cs.AI

Comments French Doctoral Habilitation HDR manuscript: https://hal.science/tel-04620199

Data Augmentation using Large Language Models: Data Perspectives, Learning Paradigms and Challenges

Bosheng Ding, Chengwei Qin, Ruochen Zhao, Tianze Luo, Xinze Li, Guizhen Chen, Wenhan Xia, Junjie Hu, Anh Tuan Luu, Shafiq Joty

专题命中 其他多模态 ：multi-modal(abstract)；分类 cs.CL、cs.AI

Few-Shot Medical Image Segmentation with High-Fidelity Prototypes

Song Tang, Shaxu Yan, Xiaozhi Qi, Jianxin Gao, Mao Ye, Jianwei Zhang, Xiatian Zhu

专题命中 其他多模态 ：multi-modal(abstract)；分类 cs.CV、cs.AI

Graph Neural Networks in Histopathology: Emerging Trends and Future Directions

Siemen Brussee, Giorgio Buzzanca, Anne M. R. Schrader, Jesper Kers

专题命中 其他多模态 ：multimodal(abstract)；分类 cs.CV、cs.AI

MobileAIBench: Benchmarking LLMs and LMMs for On-Device Use Cases

Rithesh Murthy, Liangwei Yang, Juntao Tan, Tulika Manoj Awalgaonkar, Yilun Zhou, Shelby Heinecke, Sachin Desai, Jason Wu, Ran Xu, Sarah Tan, Jianguo Zhang, Zhiwei Liu, Shirley Kokane, Zuxin Liu, Ming Zhu, Huan Wang, Caiming Xiong, Silvio Savarese

专题命中 其他多模态 ：multimodal(abstract)；分类 cs.CL、cs.AI

Emoji Driven Crypto Assets Market Reactions

Xiaorui Zuo, Yao-Tsung Chen, Wolfgang Karl Härdle

专题命中 其他多模态 ：multimodal(abstract)；分类 cs.CL、cs.AI

Efficient Bayesian Uncertainty Estimation for nnU-Net

Yidong Zhao, Changchun Yang, Artur Schweidtmann, Qian Tao

专题命中 其他多模态 ：multi-modal(abstract)；分类 cs.CV、cs.AI

Samsung Research China-Beijing at SemEval-2024 Task 3: A multi-stage framework for Emotion-Cause Pair Extraction in Conversations

Shen Zhang, Haojie Zhang, Jing Zhang, Xudong Zhang, Yimeng Zhuang, Jinting Wu

专题命中 其他多模态 ：multimodal(abstract)；分类 cs.CL、eess.AS

A LayoutLMv3-Based Model for Enhanced Relation Extraction in Visually-Rich Documents

Wiam Adnan, Joel Tang, Yassine Bel Khayat Zouggari, Seif Edinne Laatiri, Laurent Lam, Fabien Caspani

专题命中 其他多模态 ：multimodal(abstract)；分类 cs.CL、cs.AI

Comments Accepted at the International Conference on Document Analysis and Recognition (ICDAR 2024)

Calibration & Reconstruction: Deep Integrated Language for Referring Image Segmentation

Yichen Yan, Xingjian He, Sihan Chen, Jing Liu

专题命中 其他多模态 ：multi-modal(abstract)；分类 cs.CV、cs.MM

Comments 9 pages, 8 figures ICMR2024. arXiv admin note: text overlap with arXiv:2305.14969

How Can Large Language Models Enable Better Socially Assistive Human-Robot Interaction: A Brief Survey

Zhonghao Shi, Ellen Landrum, Amy O' Connell, Mina Kian, Leticia Pinto-Alva, Kaleen Shrestha, Xiaoyuan Zhu, Maja J Matarić

专题命中 其他多模态 ：multimodal(abstract)；分类 cs.CV、cs.CL

Comments 2 pages, accepted to the Proceedings of the AAAI Symposium Series, 2024

Efficient End-to-End Visual Document Understanding with Rationale Distillation

Wang Zhu, Alekh Agarwal, Mandar Joshi, Robin Jia, Jesse Thomason, Kristina Toutanova

专题命中 其他多模态 ：multimodal(abstract)；分类 cs.CV、cs.CL

Comments Accepted by NAACL 2024

LLaVA-UHD: an LMM Perceiving Any Aspect Ratio and High-Resolution Images

Ruyi Xu, Yuan Yao, Zonghao Guo, Junbo Cui, Zanlin Ni, Chunjiang Ge, Tat-Seng Chua, Zhiyuan Liu, Maosong Sun, Gao Huang

专题命中 其他多模态 ：multimodal(abstract)；分类 cs.CV、cs.AI

Comments Preprint