(2025' CVPR) This is the official code for the paper titled "One Model for ALL: Low-Level Task Interaction Is a Key to Task-Agnostic Image Fusion".
☆76May 25, 2026Updated 2 months ago
Alternatives and similar repositories for GIFNet
Users that are interested in GIFNet are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Code of Paper OmniFuse: Composite Degradation-Robust Image Fusion with Language-Driven Semantics.☆29Sep 16, 2025Updated 10 months ago
- [CVPR 2026] FusionRegister: Every Infrared and Visible Image Fusion Deserves Registration☆34Jul 21, 2026Updated 2 weeks ago
- ☆13Nov 27, 2024Updated last year
- CVPR 2025 | DCEvo: Discriminative Cross-dimensional Evolutionary Learning for Infrared and Visible Image Fusion☆93Jul 5, 2026Updated last month
- (2025' Information Fusion) This is the offical implementation for the paper titled "TextFusion: Unveiling the Power of Textual Semantics …☆56Sep 1, 2025Updated 11 months ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- This is official Pytorch implementation of "[NeurIPS 2025] ControlFusion: A Controllable Image Fusion Framework with Language-Vision Degr…☆60Jun 10, 2026Updated 2 months ago
- ☆16Jan 21, 2025Updated last year
- ☆33Jun 6, 2024Updated 2 years ago
- ☆50Nov 27, 2025Updated 8 months ago
- Balancing Task-invariant Interaction and Task-specific Adaptation for Unified Image Fusion, ICCV 2025☆22Oct 14, 2025Updated 9 months ago
- ☆14Jan 13, 2025Updated last year
- CVPR 2025 | Every SAM Drop Counts: Embracing Semantic Priors for Multi-Modality Image Fusion and Beyond☆109Nov 25, 2025Updated 8 months ago
- ☆19Dec 22, 2025Updated 7 months ago
- Official implementation of MaeFuse (TIP 2025)☆54Apr 3, 2026Updated 4 months ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Infrared and Visible Image Fusion: From Data Compatibility to Task Adaption. A fire-new survey for infrared and visible image fusion.☆345Jul 19, 2026Updated 3 weeks ago
- This is the official code of the NeurIPS 2024 paper "Text-DiFuse: An Interactive Multi-Modal Image Fusion Framework based on Text-modulat…☆37Jun 18, 2026Updated last month
- Official Code of Text-IF: Leveraging Semantic Text Guidance for Degradation-Aware and Interactive Image Fusion (CVPR 2024)☆134Apr 21, 2025Updated last year
- [INF FUS 2025] "A Degradation-Aware Guided Fusion Network for Infrared and Visible Image"☆25Mar 13, 2025Updated last year
- Official code for “Mask-DiFuser: A Masked Diffusion Model for Unified Unsupervised Image Fusion”. IEEE TPAMI, 2026 · 🏆 ESI Highly Cited …☆74Jul 19, 2026Updated 3 weeks ago
- [JAS 2024] Official implementation for "PromptFusion: Harmonized Semantic Prompt Learning for Infrared and Visible Image Fusion".☆32Apr 18, 2025Updated last year
- Code of "Multi-Modal Image Fusion via Intervention-Stable Feature Learning" CVPR 2026☆19May 11, 2026Updated 2 months ago
- The code of MRFS: Mutually Reinforcing Image Fusion and Segmentation☆58Jun 24, 2024Updated 2 years ago
- This is official Pytorch implementation of "[IJCV 2025] C2RF: Bridging Multi-modal Image Registration and Fusion via Commonality Mining a…☆41Mar 2, 2026Updated 5 months ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- This is the official code of ICCV 2025 paper "LUT-Fuse: Towards Extremely Fast Infrared and Visible Image Fusion via Distillation to Lear…☆29Nov 20, 2025Updated 8 months ago
- CrossFuse, Information Fusion 103(2024) 102147☆103Jun 20, 2024Updated 2 years ago
- This is official Pytorch implementation of "DRMF: Degradation-Robust Multi-Modal Image Fusion via Composable Diffusion Prior" (ACM MM 24)…☆54Apr 25, 2025Updated last year
- (IEEE TIP 2025) AU-Net: Adaptive Unified Network for Joint Multi-modal Image Registration and Fusion☆23Dec 25, 2025Updated 7 months ago
- [NeurIPS 2025 (Spotlight)] Official implementation for "A Unified Solution to Video Fusion: From Multi-Frame Learning to Benchmarking".☆51Jun 8, 2026Updated 2 months ago
- Official PyTorch implementation of UniFusion: A unified image fusion framework with modality-consistent representation learning and bilev…☆29Apr 9, 2026Updated 4 months ago
- Code of Dispel Darkness for Better Fusion: A Controllable Visual Enhancer based on Cross-modal Conditional Adversarial Learning.☆20Jun 24, 2024Updated 2 years ago
- The code of "LFDT-Fusion: A Latent Feature-guided Diffusion Transformer Model for General Image Fusion"☆56Aug 23, 2024Updated last year
- ☆73Jun 3, 2024Updated 2 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- (2021' TIM) This is the official implementation for the paper titled "UNIFusion: A Lightweight Unified Image Fusion Network".☆11Apr 12, 2023Updated 3 years ago
- This is a laboratory code of paper---MMDRFuse: Distilled Mini-Model with Dynamic Refresh for Multi-Modality Image Fusion☆28Sep 3, 2024Updated last year
- ☆16Jan 9, 2025Updated last year
- [Information Fusion 2025] Official implementation for "MMIF-INet: Multimodal medical image fusion by invertible network"☆24Feb 4, 2026Updated 6 months ago
- Code of URFusion: Unsupervised Unified Degradation-Robust Image Fusion Network (TIP 2025)☆24Nov 3, 2025Updated 9 months ago
- ☆17Jan 21, 2026Updated 6 months ago
- ☆101Jun 6, 2026Updated 2 months ago