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Cami2v: Camera-controlled image-to-video diffusion model
Recently, camera pose, as a user-friendly and physics-related condition, has been
introduced into text-to-video diffusion model for camera control. However, existing methods …
introduced into text-to-video diffusion model for camera control. However, existing methods …
CreatiLayout: Siamese Multimodal Diffusion Transformer for Creative Layout-to-Image Generation
Diffusion models have been recognized for their ability to generate images that are not only
visually appealing but also of high artistic quality. As a result, Layout-to-Image (L2I) …
visually appealing but also of high artistic quality. As a result, Layout-to-Image (L2I) …
LAION-SG: An Enhanced Large-Scale Dataset for Training Complex Image-Text Models with Structural Annotations
Z Li, C Meng, Y Li, L Yang, S Zhang, J Ma, J Li… - arxiv preprint arxiv …, 2024 - arxiv.org
Recent advances in text-to-image (T2I) generation have shown remarkable success in
producing high-quality images from text. However, existing T2I models show decayed …
producing high-quality images from text. However, existing T2I models show decayed …
CC-Diff: Enhancing Contextual Coherence in Remote Sensing Image Synthesis
Accurately depicting real-world landscapes in remote sensing (RS) images requires precise
alignment between objects and their environment. However, most existing synthesis …
alignment between objects and their environment. However, most existing synthesis …
RealCam-I2V: Real-World Image-to-Video Generation with Interactive Complex Camera Control
Recent advancements in camera-trajectory-guided image-to-video generation offer higher
precision and better support for complex camera control compared to text-based …
precision and better support for complex camera control compared to text-based …
EliGen: Entity-Level Controlled Image Generation with Regional Attention
Recent advancements in diffusion models have significantly advanced text-to-image
generation, yet global text prompts alone remain insufficient for achieving fine-grained …
generation, yet global text prompts alone remain insufficient for achieving fine-grained …
3DIS-FLUX: simple and efficient multi-instance generation with DiT rendering
The growing demand for controllable outputs in text-to-image generation has driven
significant advancements in multi-instance generation (MIG), enabling users to define both …
significant advancements in multi-instance generation (MIG), enabling users to define both …