Referring Change Detection in Remote Sensing Imagery

Includes the VideoCount dataset and CountVid code for the paper Open-World Object Counting in Videos.

[TIP 2025] Perceive-IR: Learning to Perceive Degradation Better for All-in-One Image Restoration

Official PyTorch Code for our ICCV25 paper- Generalized and Efficient 2D Gaussian Splatting for Arbitrary-scale Super-Resolution

[CVPR 2025] DeCLIP: Decoupled Learning for Open-Vocabulary Dense Perception

The repository provides code for running inference and finetuning with the Meta Segment Anything Model 3 (SAM 3), links for downloading the trained model checkpoints, and example notebooks that sho…

A curated list of papers that focus on how to represent Earth data in embedding space — spatial, temporal, or semantic — and how those embeddings behave or are applied.

PyTorch codes for "SeG-SR: Integrating Semantic Knowledge Into Remote Sensing Image Super-Resolution via Vision-Language Model", IEEE TGRS, 2025.

Efficient AI Backbones including GhostNet, TNT and MLP, developed by Huawei Noah's Ark Lab.

[Information Fusion 2025] MambaMoE: Mixture-of-Spectral-Spatial-Experts State Space Model for Hyperspectral Image Classification

[NeurIPS'25] One-Step Diffusion for Detail-Rich and Temporally Consistent Video Super-Resolution

[ICCV 2025 Oral] CorrCLIP: Reconstructing Patch Correlations in CLIP for Open-Vocabulary Semantic Segmentation

[ICCV 2025] Official repository of the paper "Talking to DINO: Bridging Self-Supervised Vision Backbones with Language for Open-Vocabulary Segmentation"

[NeurIPS 2025] Spiking Meets Attention: Efficient Remote Sensing Image Super-Resolution with Attention Spiking Neural Networks

(AAAI-2025) ChangeDiff: A Multi-Temporal Change Detection Data Generator with Flexible Text Prompts via Diffusion Model

REOBench: Benchmarking Robustness of Earth Observation Foundation Models

Grounded SAM 2: Ground and Track Anything in Videos with Grounding DINO, Florence-2 and SAM 2

[WACV 2025] Python implementation of Sigma: Siamese Mamba Network for Multi-Modal Semantic Segmentation

[NeurIPS 2025] DisasterM3: A Remote Sensing Vision-Language Dataset for Disaster Damage Assessment and Response

Not All Patches Are Equal: Hierarchical Dataset Condensation for Single Image Super-Resolution

[Lumina Embodied AI] 具身智能技术指南 Embodied-AI-Guide

[ICCV2025]Generate one 2K image on single 3090 GPU!

[NeurIPS2025] "AI-Researcher: Autonomous Scientific Innovation" -- A production-ready version: https://novix.science/chat

This repository contains the official implementation of the research papers, "MobileCLIP" CVPR 2024 and "MobileCLIP2" TMLR August 2025

Official repo for EAMamba: Efficient All-Around Vision State Space Model for Image Restoration.

A Survey of Efficient Attention Methods: Hardware-efficient, Sparse, Compact, and Linear Attention

PromptIR: Prompting for All-in-One Blind Image Restoration [NeurIPS 2023]

Reference PyTorch implementation and models for DINOv3