Scene Generation
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Benchmarks
Most implemented
Funnel Activation for Visual Recognition
LUMINOUS: Indoor Scene Generation for Embodied AI Challenges
EvolvingWorld: An Open-Schema Framework for Co-Evolving Role-Play Agents and World Model in Interactive Literary World
ROOT: VLM based System for Indoor Scene Understanding and Beyond
pi-GAN: Periodic Implicit Generative Adversarial Networks for 3D-Aware Image Synthesis
GPD-1: Generative Pre-training for Driving
Papers
Tetris3D: 3D Scene Generation With Objects That Fit Together
We propose Tetris3D, a generative framework for single-image 3D scene reconstruction that recovers objects which are physically and geometrically coherent as a scene. Existing methods often generate objects independently…
Scene GenerationEmbodiedSmith: Scaling Embodied Data through Recursive Self-Improvement Flywheel in Simulation
Scaling robotic foundation models requires diverse training data and reliable evaluation environments. Simulation offers a scalable solution, yet existing generation pipelines remain constrained by predefined assets and …
Scene GenerationBuilding Rome from a Single Image
Single-image scene generation aims to produce a complete 3D scene mesh from a single image, including surfaces the camera did not observe. While pretrained 3D object generators encode a strong shape prior, they are mainl…
Scene GenerationDistScene: Object-to-Scene Distillation for 3D Scene Generation
We present DistScene, a framework for single-image compositional 3D scene generation by jointly modeling the environment and individual objects. Unlike existing methods that represent scenes primarily as collections of o…
Scene GenerationSPHERE: Adaptive VR Indoor Scene Generation via LLM-Enhanced Spatial Preference Learning and Human-in-the-Loop RL
While Large Language Models (LLMs) advance 3D indoor scene synthesis, current pipelines fail to retain user-specific preferences across sessions, making immersive authoring a repetitive and physically fatiguing process. …
Reinforcement LearningIndoor Scene SynthesisScene GenerationPersonalized Image Generation with Reasoning and Reflection
Personalized image generation has remained narrowly focused on conditional synthesis from curated visual exemplars, rather than capturing who a user is. In practice, however, a user's personal context is much richer, com…
Personalized Image GenerationScene Generation