The Importance of Disentanglement: SAGE Outperforms Unified VQ-VAE Baselines in Full-Body Motion Post date October 22, 2025 Post author By Zaddy Post categories In 3d-avatar-generation, ar, full-body-reconstruction, head-mounted-devices-(hmds), kinematic-tree, latent-diffusion-model, smpl-model, sparse-observations
Quantitative and Qualitative Results: SAGE Outperforms SOTA in Full-Body 3D Avatar Reconstruction Post date October 22, 2025 Post author By Zaddy Post categories In 3d-avatar-generation, ar, full-body-reconstruction, head-mounted-devices-(hmds), kinematic-tree, latent-diffusion-model, smpl-model, sparse-observations
Quantifying Motion Accuracy: MPJRE, MPJPE, and Consistency Metrics for HMD-based Avatar Generation Post date October 22, 2025 Post author By Zaddy Post categories In 3d-avatar-generation, ar, full-body-reconstruction, head-mounted-devices-(hmds), kinematic-tree, latent-diffusion-model, smpl-model, sparse-observations
Temporal Refinement in Stratified Motion Diffusion: Utilizing GRU for Smoothed Full-Body Prediction Post date October 22, 2025 Post author By Zaddy Post categories In 3d-avatar-generation, ar, full-body-reconstruction, head-mounted-devices-(hmds), kinematic-tree, latent-diffusion-model, smpl-model, sparse-observations
Generating Consistent Full-Body Avatars: Stratified Motion Diffusion for Decoupled Kinematics Post date October 22, 2025 Post author By Zaddy Post categories In 3d-avatar-generation, arvr-immersion, deep-learning, full-body-reconstruction, kinematic-tree, latent-diffusion-model, smpl-model, sparse-observations
Disentangled Motion Representation: Encoding Full-Body Avatars into Discrete Latent Spaces Post date October 22, 2025 Post author By Zaddy Post categories In 3d-avatar-generation, arvr-immersion, deep-learning, full-body-reconstruction, kinematic-tree, latent-diffusion-model, smpl-model, sparse-observations
Decoupling Full-Body Motion: Introducing a Stratified Approach to Solve Sparse Observation Challenge Post date October 21, 2025 Post author By Zaddy Post categories In 3d-avatar-generation, arvr-immersion, deep-learning, diffusion-models, full-body-reconstruction, generative-models, kinematic-tree, latent-diffusion-model
Decoupling Full-Body Motion: Introducing a Stratified Approach to Solve Sparse Observation Challenge Post date October 21, 2025 Post author By Zaddy Post categories In 3d-avatar-generation, arvr-immersion, deep-learning, diffusion-models, full-body-reconstruction, generative-models, kinematic-tree, latent-diffusion-model
SAGE: Stratified Avatar Generation for Full-Body 3D Reconstruction from Sparse HMD Data Post date October 21, 2025 Post author By Zaddy Post categories In 3d-avatar-generation, ar, full-body-reconstruction, head-mounted-devices-(hmds), kinematic-tree, latent-diffusion-model, smpl-model, sparse-observations
SAGE: Stratified Avatar Generation for Full-Body 3D Reconstruction from Sparse HMD Data Post date October 21, 2025 Post author By Zaddy Post categories In 3d-avatar-generation, ar, full-body-reconstruction, head-mounted-devices-(hmds), kinematic-tree, latent-diffusion-model, smpl-model, sparse-observations
Image Generation: Using Diffusion Networks Explained Post date October 17, 2024 Post author By Ilia Post categories In ai-image-generation, diffusion-models, diffusion-networks, diffusion-process, image-generation, latent-diffusion-model, stable-diffusion, text-to-image-diffusion
Latest Advances in Stable Diffusion Technology Post date October 4, 2024 Post author By Synthesizing Post categories In ai-architecture, deep-generative-modeling, latent-diffusion-model, open-source-ai, pixel-space-models, sdxl, stable-diffusion, text-to-image-synthesis
Additional Comparison between Single- and Two-Stage SDXL pipeline Post date October 4, 2024 Post author By Synthesizing Post categories In ai-architecture, deep-generative-modeling, latent-diffusion-model, open-source-ai, pixel-space-models, sdxl, stable-diffusion, text-to-image-synthesis
FID Assessment of Generative Text-Image Foundation Models Post date October 4, 2024 Post author By Synthesizing Post categories In ai-architecture, deep-generative-modeling, latent-diffusion-model, open-source-ai, pixel-space-models, sdxl, stable-diffusion, text-to-image-synthesis
Comparing SDXL and Midjourney v5.1 on PartiPrompts: Which AI Model Wins? Post date October 3, 2024 Post author By Synthesizing Post categories In ai-architecture, deep-generative-modeling, latent-diffusion-model, open-source-ai, pixel-space-models, sdxl, stable-diffusion, text-to-image-synthesis
How Diffusion Models Generate Images Post date October 3, 2024 Post author By Synthesizing Post categories In ai-architecture, deep-generative-modeling, latent-diffusion-model, open-source-ai, pixel-space-models, sdxl, stable-diffusion, text-to-image-synthesis
Understanding the Limitations of SDXL in Image Generation Post date October 3, 2024 Post author By Synthesizing Post categories In ai-architecture, deep-generative-modeling, latent-diffusion-model, open-source-ai, pixel-space-models, sdxl, stable-diffusion, text-to-image-synthesis
What’s Next for SDXL Development? Post date October 3, 2024 Post author By Synthesizing Post categories In ai-architecture, deep-generative-modeling, latent-diffusion-model, open-source-ai, pixel-space-models, sdxl, stable-diffusion, text-to-image-synthesis
Improving Image Quality with Better Autoencoders Post date October 3, 2024 Post author By Synthesizing Post categories In ai-architecture, deep-generative-modeling, latent-diffusion-model, open-source-ai, pixel-space-models, sdxl, stable-diffusion, text-to-image-synthesis
Multi-Aspect Training: Adapting SDXL for Real-World Image Diversity Post date October 3, 2024 Post author By Synthesizing Post categories In ai-architecture, deep-generative-modeling, latent-diffusion-model, open-source-ai, pixel-space-models, sdxl, stable-diffusion, text-to-image-synthesis
Micro-Conditioning Strategies for Superior Image Generation in SDXL Post date October 3, 2024 Post author By Synthesizing Post categories In ai-architecture, deep-generative-modeling, latent-diffusion-model, open-source-ai, pixel-space-models, sdxl, stable-diffusion, text-to-image-synthesis
Improving Stable Diffusion Architecture Post date October 3, 2024 Post author By Synthesizing Post categories In ai-architecture, deep-generative-modeling, latent-diffusion-model, open-source-ai, pixel-space-models, sdxl, stable-diffusion, text-to-image-synthesis
Modular Enhancements for Stable Diffusion Architecture Post date October 3, 2024 Post author By Synthesizing Post categories In ai-architecture, deep-generative-modeling, latent-diffusion-model, open-source-ai, pixel-space-models, sdxl, stable-diffusion, text-to-image-synthesis
SDXL: Improving Latent Diffusion Models for High-Resolution Image Synthesis Post date October 3, 2024 Post author By Synthesizing Post categories In ai-architecture, deep-generative-modeling, latent-diffusion-model, open-source-ai, pixel-space-models, sdxl, stable-diffusion, text-to-image-synthesis
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