conftrace_

multimodal diffusion transformer

6 papers

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Co-occurring keywords · papers mentioning both

image editing (3) diffusion model (2) text-to-image generation (2) attention manipulation (1) feature replacement (1) prompt-based editing (1) bidirectional flow (1) prompt-based image editing (1) text-image alignment (1) text-guided image editing (1)

Papers

UniSonate: A Unified Model for Speech, Music, and Sound Effect Generation with Text Instructions ACL 2026 CreatiLayout: Siamese Multimodal Diffusion Transformer for Creative Layout-to-Image Generation ICCV 2025 Exploring Multimodal Diffusion Transformers for Enhanced Prompt-based Image Editing ICCV 2025 FreeFlux: Understanding and Exploiting Layer-Specific Roles in RoPE-Based MMDiT for Versatile Image Editing ICCV 2025 QK-Edit: Revisiting Attention-based Injection in MM-DiT for Image and Video Editing ICCV 2025 Rethinking Cross-Modal Interaction in Multimodal Diffusion Transformers ICCV 2025