#Generative Models
7 articles with this tag
Unified AI Music Generation
A unified AI music generation framework leverages novel architectures and training strategies to produce high-quality full-length songs from diverse inputs.
AlphaGRPO: Reasoning-Enhanced Multimodal Generation
AlphaGRPO framework enhances multimodal generation via GRPO and DVReward, enabling reasoning and self-correction without cold-start, validated across benchmarks.
HealthFormer: A Generative Health World Model
HealthFormer, a novel transformer model, generatively models human health trajectories and enables in silico intervention simulations, advancing personalized medicine.
MoRight: Causal Control in Video Generation
MoRight revolutionizes video generation by enabling disentangled motion control and modeling motion causality for realistic, interactive scene dynamics.
Gradient Flow Drifting: A New Generative Model Class
New Gradient Flow Drifting generative models unify existing approaches and offer a principled solution to mode collapse and blurring via mixed divergences.
RealWonder: Physics Bridges Video Generation
RealWonder leverages physics simulation to bridge the gap in action-conditioned video generation, enabling real-time simulation of physical interactions.
SeeThrough3D: Mastering Occlusion in 3D Scenes
SeeThrough3D introduces an occlusion-aware 3D scene representation, enabling precise control over inter-object occlusions in AI-generated scenes.