Large Language Models for Captioning and Retrieving Remote Sensing Images

9 February 2024

Papers citing "Large Language Models for Captioning and Retrieving Remote Sensing Images"

21 / 21 papers shown

Title
Multi-Agent Geospatial Copilots for Remote Sensing Workflows Chaehong Lee Varatheepan Paramanayakam Andreas Karatzas Yanan Jian Michael Fore Heming Liao Fuxun Yu Ruopu Li Iraklis Anagnostopoulos Dimitrios Stamoulis 56 3 0 28 Jan 2025
Advancements in Visual Language Models for Remote Sensing: Datasets, Capabilities, and Enhancement Techniques Lijie Tao Han Zhang Haizhao Jing Yu Liu Kelu Yao Guoting Wei Xizhe Xue 62 0 0 03 Jan 2025
GeoChat: Grounded Large Vision-Language Model for Remote Sensing Kartik Kuckreja M. S. Danish Muzammal Naseer Abhijit Das Salman Khan Fahad Shahbaz Khan 55 145 0 24 Nov 2023
GEO-Bench: Toward Foundation Models for Earth Monitoring Alexandre Lacoste Nils Lehmann Pau Rodríguez López Evan D. Sherwin Hannah Kerner ... David Vazquez Dava Newman Yoshua Bengio Stefano Ermon Xiao Xiang Zhu SSL ALM AI4CE 40 60 0 06 Jun 2023
On the Opportunities and Challenges of Foundation Models for Geospatial Artificial Intelligence Gengchen Mai Weiming Huang Jin Sun Suhang Song Deepak Mishra ... Yingjie Hu Chris Cundy Ziyuan Li Rui Zhu Ni Lao AI4CE 63 126 0 13 Apr 2023
EVA: Exploring the Limits of Masked Visual Representation Learning at Scale Yuxin Fang Wen Wang Binhui Xie Quan-Sen Sun Ledell Yu Wu Xinggang Wang Tiejun Huang Xinlong Wang Yue Cao VLM CLIP 139 693 0 14 Nov 2022
Advancing Plain Vision Transformer Towards Remote Sensing Foundation Model Di Wang Qiming Zhang Yufei Xu Jing Zhang Bo Du Dacheng Tao Lefei Zhang 48 251 0 08 Aug 2022
Flamingo: a Visual Language Model for Few-Shot Learning Jean-Baptiste Alayrac Jeff Donahue Pauline Luc Antoine Miech Iain Barr ... Mikolaj Binkowski Ricardo Barreira Oriol Vinyals Andrew Zisserman Karen Simonyan MLLM VLM 266 3,458 0 29 Apr 2022
Remote Sensing Cross-Modal Text-Image Retrieval Based on Global and Local Information Zhiqiang Yuan Wenkai Zhang Changyuan Tian Xuee Rong Zhengyuan Zhang Hongqi Wang Kun Fu Xian Sun 45 124 0 21 Apr 2022
Training Compute-Optimal Large Language Models Jordan Hoffmann Sebastian Borgeaud A. Mensch Elena Buchatskaya Trevor Cai ... Karen Simonyan Erich Elsen Jack W. Rae Oriol Vinyals Laurent Sifre AI4TS 108 1,894 0 29 Mar 2022
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models Jason W. Wei Xuezhi Wang Dale Schuurmans Maarten Bosma Brian Ichter F. Xia Ed H. Chi Quoc Le Denny Zhou LM&Ro LRM AI4CE ReLM 562 9,009 0 28 Jan 2022
MAGMA -- Multimodal Augmentation of Generative Models through Adapter-based Finetuning C. Eichenberg Sid Black Samuel Weinbach Letitia Parcalabescu Anette Frank MLLM VLM 34 100 0 09 Dec 2021
SimVLM: Simple Visual Language Model Pretraining with Weak Supervision Zirui Wang Jiahui Yu Adams Wei Yu Zihang Dai Yulia Tsvetkov Yuan Cao VLM MLLM 93 789 0 24 Aug 2021
Multimodal Few-Shot Learning with Frozen Language Models Maria Tsimpoukelli Jacob Menick Serkan Cabi S. M. Ali Eslami Oriol Vinyals Felix Hill MLLM 113 762 0 25 Jun 2021
The Power of Scale for Parameter-Efficient Prompt Tuning Brian Lester Rami Al-Rfou Noah Constant VPVLM 440 3,952 0 18 Apr 2021
Scaling Up Visual and Vision-Language Representation Learning With Noisy Text Supervision Chao Jia Yinfei Yang Ye Xia Yi-Ting Chen Zarana Parekh Hieu H. Pham Quoc V. Le Yun-hsuan Sung Zhen Li Tom Duerig VLM CLIP 383 3,778 0 11 Feb 2021
SD-RSIC: Summarization Driven Deep Remote Sensing Image Captioning Gencer Sumbul Sonali Nayak Begüm Demir 19 76 0 15 Jun 2020
How Much Knowledge Can You Pack Into the Parameters of a Language Model? Adam Roberts Colin Raffel Noam M. Shazeer KELM 53 877 0 10 Feb 2020
PyTorch: An Imperative Style, High-Performance Deep Learning Library Adam Paszke Sam Gross Francisco Massa Adam Lerer James Bradbury ... Sasank Chilamkurthy Benoit Steiner Lu Fang Junjie Bai Soumith Chintala ODL 160 42,038 0 03 Dec 2019
Language Models as Knowledge Bases? Fabio Petroni Tim Rocktaschel Patrick Lewis A. Bakhtin Yuxiang Wu Alexander H. Miller Sebastian Riedel KELM AI4MH 523 2,639 0 03 Sep 2019
Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks Nils Reimers Iryna Gurevych 529 11,979 0 27 Aug 2019