Stars
Mars-Bench is a standardized benchmark for evaluating vision models on Martian surface and orbital imagery, covering 20 datasets across classification, segmentation, and detection tasks.
SegEarth-OV3: Exploring SAM 3 for Open-Vocabulary Semantic Segmentation in Remote Sensing Images
Robust Change Captioning in Remote Sensing: SECOND-CC Dataset and MModalCC Framework
Unofficial implementation of Titans, SOTA memory for transformers, in Pytorch
[TGRS 2025] Official implementation of the paper: EAMNet: Efficient Adaptive Mamba Network for Infrared Small-Target Detection
This is the code for the paper: Detection of Detached Ice-fragments at Martian Polar Scarps Using a Convolutional Neural Network.
[WWW 2025] A Dockerized Schema-Guided LLM Agent-based Knowledge Extraction System.
Adapting Meta AI's Segment Anything to Downstream Tasks with Adapters and Prompts
Implementation of the AAAI-2025 paper "ConDSeg: A General Medical Image Segmentation Framework via Contrast-Driven Feature Enhancement".
The Mars Dust Devil Dataset, constructed by the SSI Laboratory at the University of Science and Technology of Macau, includes 2000+ Dust Devil CTX images captured on Amazonis Planitia, Mars.
Revisiting Consistency Regularization for Semi-supervised Change Detection in Remote Sensing Images
[TGRS 2024] CutMix-CD: Advancing Semi-Supervised Change Detection via Mixed Sample Consistency
PPTAgent: Generating and Evaluating Presentations Beyond Text-to-Slides [EMNLP 2025]
Implementation of the TGRS paper 'A General Uncertainty-guided Bayesian Adaptation Framework for Building Change Detection'.
[AAAI 2026 Oral] DynamicEarth: How Far are We from Open-Vocabulary Change Detection?
All-in-one training for vision models (YOLO, ViTs, RT-DETR, DINOv3): pretraining, fine-tuning, distillation.
Towards Robust Evaluation for Geospatial Foundation Models
[DEIMv2] Real Time Object Detection Meets DINOv3
Implement of the paper "Integrating SAM with Feature Interaction for Remote Sensing Change Detection"
[ISPRS P&RS 2025] Rules-Induced Energy Model (RIEM) for Multimodal Change Detection