RAG / 检索增强生成

CaLoRAify: Calorie Estimation with Visual-Text Pairing and LoRA-Driven Visual Language Models

Dongyu Yao, Keling Yao, Junhong Zhou, Yinghao Zhang

专题命中 多模态RAG ：RAG(abstract)

Comments Disclaimer: This work is part of a course project and reflects ongoing exploration in the field of vision-language models and calorie estimation. Findings and conclusions are subject to further validation and refinement

Unified Generative and Discriminative Training for Multi-modal Large Language Models

Wei Chow, Juncheng Li, Qifan Yu, Kaihang Pan, Hao Fei, Zhiqi Ge, Shuai Yang, Siliang Tang, Hanwang Zhang, Qianru Sun

专题命中 多模态RAG ：retrieval-augmented generation(abstract)

FAST: A Dual-tier Few-Shot Learning Paradigm for Whole Slide Image Classification

Kexue Fu, Xiaoyuan Luo, Linhao Qu, Shuo Wang, Ying Xiong, Ilias Maglogiannis, Longxiang Gao, Manning Wang

专题命中 多模态RAG ：knowledge retrieval(abstract)

Comments Accepted to NeurIPS 2024

Remote Diffusion

Kunal Sunil Kasodekar

专题命中 多模态RAG ：RAG(abstract)

Merging-Diverging Hybrid Transformer Networks for Survival Prediction in Head and Neck Cancer

Mingyuan Meng, Lei Bi, Michael Fulham, Dagan Feng, Jinman Kim

专题命中 多模态RAG ：RAG(abstract)

Comments Early Accepted at International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI 2023)

Journal ref International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), pp. 400-410, 2023

Deep Equilibrium Object Detection

Shuai Wang, Yao Teng, Limin Wang

专题命中 多模态RAG ：RAG(abstract)

A hybrid motion estimation technique for fisheye video sequences based on equisolid re-projection

Andrea Eichenseer, Michel Bätz, Jürgen Seiler, André Kaup

专题命中 多模态RAG ：vector search(abstract)

Journal ref IEEE International Conference on Image Processing (ICIP), 2015, pp. 3565-3569

PP-ShiTu: A Practical Lightweight Image Recognition System

Shengyu Wei, Ruoyu Guo, Cheng Cui, Bin Lu, Shuilong Dong, Tingquan Gao, Yuning Du, Ying Zhou, Xueying Lyu, Qiwen Liu, Xiaoguang Hu, Dianhai Yu, Yanjun Ma

专题命中 多模态RAG ：vector search(abstract)

Comments 9 pages, 5 figures, 9 tables. arXiv admin note: text overlap with arXiv:2109.03144

Slot-VPS: Object-centric Representation Learning for Video Panoptic Segmentation

Yi Zhou, Hui Zhang, Hana Lee, Shuyang Sun, Pingjun Li, Yangguang Zhu, ByungIn Yoo, Xiaojuan Qi, Jae-Joon Han

专题命中 多模态RAG ：retriever(abstract)

Two-Stage Single Image Reflection Removal with Reflection-Aware Guidance

Yu Li, Ming Liu, Yaling Yi, Qince Li, Dongwei Ren, Wangmeng Zuo

专题命中 多模态RAG ：RAG(abstract)

Image Translation via Fine-grained Knowledge Transfer

Xuanhong Chen, Ziang Liu, Ting Qiu, Bingbing Ni, Naiyuan Liu, Xiwei Hu, Yuhan Li

专题命中 多模态RAG ：knowledge retrieval(abstract)

Comments Submitted to CVPR2021

Superpixel Image Classification with Graph Attention Networks

Pedro H. C. Avelar, Anderson R. Tavares, Thiago L. T. da Silveira, Cláudio R. Jung, Luís C. Lamb

专题命中 多模态RAG ：RAG(abstract)