I2-Multimedia-Lab / Magnet
Official Implementation of "Magnet: We Never Know How Text-to-Image Diffusion Models Work, Until We Learn How Vision-Language Models Function" [NeurIPS 2024]
☆21Updated 5 months ago
Alternatives and similar repositories for Magnet
Users that are interested in Magnet are comparing it to the libraries listed below
Sorting:
- [NeurIPS 2024] Token Merging for Training-Free Semantic Binding in Text-to-Image Synthesis☆67Updated 3 months ago
- [CVPR 2024] InitNO: Boosting Text-to-Image Diffusion Models via Initial Noise Optimization☆60Updated 11 months ago
- [ECCV 2024] Powerful and Flexible: Personalized Text-to-Image Generation via Reinforcement Learning☆49Updated last month
- Official code for CVPR 2024 paper: Discriminative Probing and Tuning for Text-to-Image Generation☆32Updated last month
- Official Implementations "Get What You Want, Not What You Don't: Image Content Suppression for Text-to-Image Diffusion Models" (ICLR2024)☆49Updated 5 months ago
- Official source codes of "TweedieMix: Improving Multi-Concept Fusion for Diffusion-based Image/Video Generation" (ICLR 2025)☆48Updated 3 months ago
- Dynamic Prompt Learning: Addressing Cross-Attention Leakage for Text-Based Image Editing (NeurIPS 2023)☆103Updated last year
- ☆16Updated 9 months ago
- MC$^2$: Multi-concept Guidance for Customized Multi-concept Generation☆23Updated last year
- [CVPR 2024] Official repo for "InteractDiffusion: Interaction-Control for Text-to-Image Diffusion Model".☆120Updated 3 months ago
- CVPR-24 | Official codebase for ZONE: Zero-shot InstructiON-guided Local Editing☆78Updated 5 months ago
- [NeurIPS 2024] COVE: Unleashing the Diffusion Feature Correspondence for Consistent Video Editing☆24Updated 5 months ago
- ☆33Updated 6 months ago
- PyTorch implementation of InstructAny2Pix: Flexible Visual Editing via Multimodal Instruction Following☆30Updated 3 months ago
- [CVPR`2024, Oral] Attention Calibration for Disentangled Text-to-Image Personalization☆103Updated last year
- ☆42Updated 3 weeks ago
- The official repository of "Energy-Based Cross Attention for Bayesian Context Update in Text-to-Image Diffusion Models".☆50Updated last year
- Unofficial implementation of "Diffusion Self-Guidance for Controllable Image Generation" (Epstein et al., 2023)☆32Updated last year
- ☆26Updated last year
- [CVPR 2025] PatchDPO: Patch-level DPO for Finetuning-free Personalized Image Generation☆32Updated 2 months ago
- [CVPR2024] The official implementation of paper Relation Rectification in Diffusion Model☆47Updated 8 months ago
- [ECCV'24] MaxFusion: Plug & Play multimodal generation in text to image diffusion models☆25Updated 6 months ago
- [CVPR 2024] U-VAP: User-specified Visual Appearance Personalization via Decoupled Self Augmentation☆17Updated 8 months ago
- CAR: Controllable AutoRegressive Modeling for Visual Generation☆116Updated 5 months ago
- ☆23Updated last month
- [NeurIPS2024] Overcome hallucination of diffusion restoration models.☆47Updated last month
- [CVPR2024] Official PyTorch implementation of "Contrastive Denoising Score(CDS) for Text-guided Latent Diffusion Image Editing"☆111Updated 6 months ago
- [CVPR 2025 Oral] Alias-free Latent Diffusion Models (official implementation)☆80Updated 2 months ago
- Directed Diffusion: Direct Control of Object Placement through Attention Guidance (AAAI2024)☆78Updated last year
- Official implementation of the paper "MotionCrafter: One-Shot Motion Customization of Diffusion Models"☆27Updated last year