[AAAI 2026] We present LAMIC, a Layout-Aware Multi-Image Composition framework, that extends single-reference diffusion models to multi-reference scenarios in a training-free manner, with superior abilities in human identity keeping, background preservation and layout control. Now providing Plug-and-play on Flux.1 Kontext. Let's try it !!!
☆35Aug 11, 2025Updated last year
Alternatives and similar repositories for LAMIC
Users that are interested in LAMIC are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Cached Multi-Lora Composition for Multi-Concept Image Generation☆17Jun 13, 2025Updated last year
- [ICLR 2026] ContextGen: Contextual Layout Anchoring for Identity-Consistent Multi-Instance Generation☆89Oct 1, 2026Updated 2 weeks ago
- [NeurIPS 2025] Official implementation of "XVerse: Consistent Multi-Subject Control of Identity and Semantic Attributes via DiT Modulatio…☆624Oct 22, 2025Updated 11 months ago
- [CVPR 2026 Main] MultiBanana: A Challenging Benchmark for Multi-Reference Text-to-Image Generation☆29Sep 29, 2026Updated 2 weeks ago
- RealGeneral (ICCV2025)☆17Jul 16, 2025Updated last year
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Implementation for project LoRAShop (NeurIPS 2025 - Spotlight)☆20Dec 4, 2025Updated 10 months ago
- [ECCV 2026] Official repository of "Reliable Reasoning in SVG-LLMs via Multi-Task Multi-Reward Reinforcement Learning".☆31Oct 4, 2026Updated 2 weeks ago
- Cut2Next: Generating Next Shot via In-Context Tuning☆34Aug 21, 2025Updated last year
- ☆18Mar 14, 2026Updated 7 months ago
- Official repository for the ICCV 25 paper: QR-LoRA: Efficient and Disentangled Fine-tuning via QR Decomposition for Customized Generati…☆23Jul 29, 2025Updated last year
- ☆27Apr 25, 2025Updated last year
- ☆30May 7, 2025Updated last year
- [CVPR 2025] ChatGen: Automatic Text-to-Image Generation From FreeStyle Chatting☆33Dec 5, 2024Updated last year
- [CVPR2025] Controllable Human Image Generation with Personalized Multi-Garments☆57Mar 23, 2025Updated last year
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- [CVPR 2025] PatchDPO: Patch-level DPO for Finetuning-free Personalized Image Generation☆46Jul 1, 2025Updated last year
- ☆30Apr 28, 2026Updated 5 months ago
- An official implementation of EvoSearch: Scaling Image and Video Generation via Test-Time Evolutionary Search☆109Oct 3, 2025Updated last year
- Draw ALL Your Imagine: A Holistic Benchmark and Agent Framework for Complex Instruction-based Image Generation☆24Sep 24, 2025Updated last year
- TokenAR: Multiple Subject Generation via Autoregressive Token-level enhancement☆22Aug 4, 2026Updated 2 months ago
- cadena: Stepwise CAD Reverse Engineering☆90Aug 6, 2026Updated 2 months ago
- [ICCV2025] Official implementation of "IFAdapter: Instance Feature Control for Grounded Text-to-Image Generation".☆62Jun 27, 2025Updated last year
- The official implementation of the paper "CrossViewDiff: A Cross-View Diffusion Model for Satellite-to-Street View Synthesis"☆16Sep 2, 2024Updated 2 years ago
- [ICLR 2026] Official code for [EdiVal-Agent Automated, object-centric evaluation for multi-turn instruction-based image editing]☆34Mar 1, 2026Updated 7 months ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- The official code of CVPR 2024: VRetouchEr: Semi-supervised High-Quality Face Retouching Transformer with Prior-Based Selective Self-Atte…☆13Apr 13, 2026Updated 6 months ago
- Library of comfyworkflows☆16Mar 18, 2025Updated last year
- AAAI2026: TARA: Token-Aware LoRA for Composable Personalization in Diffusion Models☆15Nov 23, 2025Updated 10 months ago
- Official Implementation for Weak-shot Semantic Segmentation by Transferring Semantic Affinity and Boundary (BMVC 2022)☆23Apr 8, 2023Updated 3 years ago
- iMontage: Unified, Versatile, Highly Dynamic Many-to-many Image Generation☆189Dec 1, 2025Updated 10 months ago
- [AAAI2024] Progressive Painterly Image Harmonization from Low-level Styles to High-level Styles☆25Aug 20, 2026Updated last month
- [CVPR 2026] 🔥🔥 Official Repo of UMO: Scaling Multi-Identity Consistency for Image Customization via Matching Reward☆191Sep 15, 2025Updated last year
- [CVPR 2025] Noise Diffusion for Enhancing Semantic Faithfulness in Text-to-Image Synthesis☆15Nov 8, 2025Updated 11 months ago
- Official implementation for PosterCopilot☆203Aug 3, 2026Updated 2 months ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- ☆54Apr 11, 2025Updated last year
- Official Implementation of the paper "DifFSS: Diffusion Model for Few-Shot Semantic Segmentation"☆14Jul 26, 2023Updated 3 years ago
- Official implementation of StyleExpert(CVPR 2026)☆38Mar 19, 2026Updated 6 months ago
- 将你的语言转化为中国古诗词风格的谐音版本，基于马尔科夫链和全概率公式编写的转换器、评价器☆13Feb 24, 2024Updated 2 years ago
- FreeCond: A Free Lunch for Input Conditions in Text-Guided Inpainting. FreeCond introduces a more generalized form💪 of the original inpa…☆15May 22, 2025Updated last year
- [AAAI2024] Painterly Image Harmonization by Learning from Painterly Objects☆27Aug 20, 2026Updated last month
- Implementation code of the paper MIGE: A Unified Framework for Multimodal Instruction-Based Image Generation and Editing☆72Jul 13, 2025Updated last year