Remote Sensing Image Scene Classification: Benchmark and State of the Art

1 March 2017

Junwei Han

Papers citing "Remote Sensing Image Scene Classification: Benchmark and State of the Art"

50 / 541 papers shown

Title
Exploiting Unlabeled Data with Multiple Expert Teachers for Open Vocabulary Aerial Object Detection and Its Orientation Adaptation Yan Li Weiwei Guo Xue Yang Ning Liao Shaofeng Zhang Yi Yu Wenxian Yu Junchi Yan ObjD 69 1 0 04 Nov 2024
ResiDual Transformer Alignment with Spectral Decomposition Lorenzo Basile Valentino Maiorca Luca Bortolussi Emanuele Rodolà Francesco Locatello 150 2 0 31 Oct 2024
Multilingual Vision-Language Pre-training for the Remote Sensing Domain João Daniel Silva João Magalhães D. Tuia Bruno Martins CLIP VLM 74 2 0 30 Oct 2024
Latent Diffusion, Implicit Amplification: Efficient Continuous-Scale Super-Resolution for Remote Sensing Images Hanlin Wu Jiangwei Mo Xiaohui Sun Jie Ma 65 3 0 30 Oct 2024
Efficient and Effective Weight-Ensembling Mixture of Experts for Multi-Task Model Merging Li Shen Anke Tang Enneng Yang G. Guo Yong Luo Lefei Zhang Xiaochun Cao Di Lin Dacheng Tao MoMe 83 9 0 29 Oct 2024
MMM-RS: A Multi-modal, Multi-GSD, Multi-scene Remote Sensing Dataset and Benchmark for Text-to-Image Generation Jialin Luo Yuanzhi Wang Ziqi Gu Yide Qiu Shuaizhen Yao Fuyun Wang Chunyan Xu Wenhua Zhang Dan Wang Zhen Cui DiffM 52 2 0 26 Oct 2024
OReole-FM: successes and challenges toward billion-parameter foundation models for high-resolution satellite imagery P. Dias A. Tsaris Jordan Bowman Abhishek Potnis Jacob Arndt H. Yang D. Lunga 51 5 0 25 Oct 2024
Model merging with SVD to tie the Knots George Stoica Pratik Ramesh B. Ecsedi Leshem Choshen Judy Hoffman MoMe 99 19 0 25 Oct 2024
Probabilistic Language-Image Pre-Training Sanghyuk Chun Wonjae Kim Song Park Sangdoo Yun MLLM VLM CLIP 487 6 2 24 Oct 2024
Data-Efficient CLIP-Powered Dual-Branch Networks for Source-Free Unsupervised Domain Adaptation Yongguang Li Yueqi Cao Jindong Li Qi Wang Shengsheng Wang 88 1 0 21 Oct 2024
SurgeryV2: Bridging the Gap Between Model Merging and Multi-Task Learning with Deep Representation Surgery Enneng Yang Li Shen Zhenyi Wang G. Guo Xingwei Wang Xiaocun Cao Jie Zhang Dacheng Tao MoMe 93 7 0 18 Oct 2024
A Unified View of Delta Parameter Editing in Post-Trained Large-Scale Models Qiaoyu Tang Le Yu Bowen Yu Hongyu Lin Keming Lu Yaojie Lu Jia Zheng Le Sun MoMe 83 1 0 17 Oct 2024
SiamSeg: Self-Training with Contrastive Learning for Unsupervised Domain Adaptation Semantic Segmentation in Remote Sensing Bin Wang Fei Deng Shuang Wang Wen Luo Zhixuan Zhang Gulan Zhang Peifan Jiang SSL 73 0 0 17 Oct 2024
RescueADI: Adaptive Disaster Interpretation in Remote Sensing Images with Autonomous Agents Zhuoran Liu Danpei Zhao Bo Yuan 84 1 0 17 Oct 2024
Mitigating the Backdoor Effect for Multi-Task Model Merging via Safety-Aware Subspace Jinluan Yang Anke Tang Didi Zhu Zhengyu Chen Li Shen Leilei Gan MoMe AAML 164 7 0 17 Oct 2024
The Non-Local Model Merging Problem: Permutation Symmetries and Variance Collapse Ekansh Sharma Daniel M. Roy Gintare Karolina Dziugaite MoMe 77 4 0 16 Oct 2024
CtrlSynth: Controllable Image Text Synthesis for Data-Efficient Multimodal Learning Qingqing Cao Mahyar Najibi Sachin Mehta CLIP DiffM 97 1 0 15 Oct 2024
Can We Predict Performance of Large Models across Vision-Language Tasks? Qinyu Zhao Ming Xu Kartik Gupta Akshay Asthana Liang Zheng Stephen Gould 128 0 0 14 Oct 2024
GLOV: Guided Large Language Models as Implicit Optimizers for Vision Language Models Muhammad Jehanzeb Mirza Mengjie Zhao Zhuoyuan Mao Sivan Doveh Wei Lin ... Yuki Mitsufuji Horst Possegger Rogerio Feris Leonid Karlinsky James Glass VLM 212 1 0 08 Oct 2024
NegMerge: Sign-Consensual Weight Merging for Machine Unlearning Hyoseo Kim Dongyoon Han Junsuk Choe MU MoMe 76 3 0 08 Oct 2024
Precise Model Benchmarking with Only a Few Observations Riccardo Fogliato Pratik Patil Nil-Jana Akpinar Mathew Monfort 77 0 0 07 Oct 2024
MARs: Multi-view Attention Regularizations for Patch-based Feature Recognition of Space Terrain Timothy Chase Jr Karthik Dantu 64 0 0 07 Oct 2024
Parameter Competition Balancing for Model Merging Guodong DU Junlin Lee Jing Li Runhua Jiang Yifei Guo ... Hanting Liu Sim Kuan Goh Jing Li Daojing He Min Zhang MoMe 95 24 0 03 Oct 2024
Revisiting Prefix-tuning: Statistical Benefits of Reparameterization among Prompts Minh Le Chau Nguyen Huy Nguyen Quyen Tran Trung Le Nhat Ho 135 8 0 03 Oct 2024
DaWin: Training-free Dynamic Weight Interpolation for Robust Adaptation Changdae Oh Yixuan Li Kyungwoo Song Sangdoo Yun Dongyoon Han OOD MoMe 91 10 0 03 Oct 2024
Foldable SuperNets: Scalable Merging of Transformers with Different Initializations and Tasks Edan Kinderman Itay Hubara Haggai Maron Daniel Soudry MoMe 98 2 0 02 Oct 2024
Learning-Based Image Compression for Machines Kartik Gupta Kimberley Faria Vikas Mehta 32 0 0 27 Sep 2024
HM3: Hierarchical Multi-Objective Model Merging for Pretrained Models Yu Zhou Xingyu Wu Jibin Wu Liang Feng Kay Chen Tan MoMe 95 2 0 27 Sep 2024
The Overfocusing Bias of Convolutional Neural Networks: A Saliency-Guided Regularization Approach David Bertoin Eduardo Hugo Sanchez Mehdi Zouitine Emmanuel Rachelson 66 0 0 25 Sep 2024
Lessons and Insights from a Unifying Study of Parameter-Efficient Fine-Tuning (PEFT) in Visual Recognition Zheda Mai Ping Zhang Cheng-Hao Tu Hong-You Chen Li Zhang Wei-Lun Chao 39 1 0 24 Sep 2024
Cloud Adversarial Example Generation for Remote Sensing Image Classification Fei Ma Yuqiang Feng Fan Zhang Yongsheng Zhou DiffM AAML 60 2 0 21 Sep 2024
RingMo-Aerial: An Aerial Remote Sensing Foundation Model With Affine Transformation Contrastive Learning Wenhui Diao Haichen Yu Kaiyue Kang Tong Ling Di Liu ... Hanbo Bi Libo Ren Xuexue Li Yongqiang Mao Xian Sun 265 1 0 20 Sep 2024
Pushing the Limits of Vision-Language Models in Remote Sensing without Human Annotations Keumgang Cha Donggeun Yu Junghoon Seo VLM 76 1 0 11 Sep 2024
Deep Clustering of Remote Sensing Scenes through Heterogeneous Transfer Learning Isaac Ray Alexei Skurikhin 202 0 0 05 Sep 2024
Low Saturation Confidence Distribution-based Test-Time Adaptation for Cross-Domain Remote Sensing Image Classification Yu Liang Shilei Cao Juepeng Zheng Jianxi Huang Haohuan Fu Haohuan Fu TTA 124 1 0 29 Aug 2024
RSTeller: Scaling Up Visual Language Modeling in Remote Sensing with Rich Linguistic Semantics from Openly Available Data and Large Language Models Junyao Ge Xu Zhang Yang Zheng Kaitai Guo Jimin Liang 171 2 0 27 Aug 2024
SMILE: Zero-Shot Sparse Mixture of Low-Rank Experts Construction From Pre-Trained Foundation Models Anke Tang Li Shen Yong Luo Shuai Xie Han Hu Lefei Zhang Di Lin Dacheng Tao MoMe 102 4 0 19 Aug 2024
Linking Robustness and Generalization: A k* Distribution Analysis of Concept Clustering in Latent Space for Vision Models Shashank Kotyan Pin-Yu Chen Danilo Vasconcellos Vargas OOD 74 0 0 17 Aug 2024
BadMerging: Backdoor Attacks Against Model Merging Jinghuai Zhang Jianfeng Chi Zheng Li Kunlin Cai Yang Zhang Yuan Tian MoMe FedML AAML 112 18 0 14 Aug 2024
Token Compensator: Altering Inference Cost of Vision Transformer without Re-Tuning Shibo Jie Yehui Tang Jianyuan Guo Zhi-Hong Deng Kai Han Yunhe Wang VLM 62 4 0 13 Aug 2024
UniBench: Visual Reasoning Requires Rethinking Vision-Language Beyond Scaling Haider Al-Tahan Q. Garrido Randall Balestriero Diane Bouchacourt C. Hazirbas Mark Ibrahim VLM 135 10 0 09 Aug 2024
Masked Angle-Aware Autoencoder for Remote Sensing Images Zhihao Li B. Hou Siteng Ma Zitong Wu Xianpeng Guo Bo Ren Licheng Jiao 132 13 0 04 Aug 2024
Deep Learning Meets OBIA: Tasks, Challenges, Strategies, and Perspectives Lei Ma Ziyun Yan Mengmeng Li Tao Liu Liqin Tan ... Weiqiang He Ruikun Wang Guangjun He Heng Lu Thomas Blaschke 80 1 0 02 Aug 2024
Scaling Backwards: Minimal Synthetic Pre-training? Ryo Nakamura Ryu Tadokoro Ryosuke Yamada Tim Puhlfürß Iro Laina Christian Rupprecht Walid Maalej Rio Yokota Hirokatsu Kataoka DD 90 4 0 01 Aug 2024
Diffusion Feedback Helps CLIP See Better Wenxuan Wang Quan-Sen Sun Fan Zhang Yepeng Tang Jing Liu Xinlong Wang VLM 138 17 0 29 Jul 2024
On the Evaluation Consistency of Attribution-based Explanations Jiarui Duan Haoling Li Haofei Zhang Hao Jiang Mengqi Xue Li Sun Mingli Song Mingli Song XAI 84 1 0 28 Jul 2024
Parameter-Efficient Fine-Tuning via Circular Convolution Aochuan Chen Jiashun Cheng Zijing Liu Ziqi Gao Fugee Tsung Yu-Feng Li Jia Li 148 3 0 27 Jul 2024
Robust and Efficient Transfer Learning via Supernet Transfer in Warm-started Neural Architecture Search Prabhant Singh Joaquin Vanschoren AAML OOD 122 0 0 26 Jul 2024
LoRA-Pro: Are Low-Rank Adapters Properly Optimized? Zhengbo Wang Jian Liang Ran He Zilei Wang Tieniu Tan 172 29 0 25 Jul 2024
Multi-label Cluster Discrimination for Visual Representation Learning Xiang An Kaicheng Yang Xiangzi Dai Ziyong Feng Jiankang Deng VLM 96 7 0 24 Jul 2024