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MLLM for On-Demand Spatial-Temporal Understanding at Arbitrary Resolution
3DTopia-XL: High-Quality 3D PBR Asset Generation via Primitive Diffusion
Phidias: A Generative Model for Creating 3D Content from Text, Image, and 3D Conditions with Reference-Augmented Diffusion
A light-weight and high-efficient training framework for accelerating diffusion tasks.
Vchitect-2.0: Parallel Transformer for Scaling Up Video Diffusion Models
Official code of "LayerPano3D: Layered 3D Panorama for Hyper-Immersive Scene Generation"
Generalized Out-of-Distribution Detection and Beyond in Vision Language Model Era: A Survey [Miyai , arXiv2024]
[ECCV 2024] 4D Contrastive Superflows are Dense 3D Representation Learners
[ArXiv 2024] WildAvatar: Web-scale In-the-wild Video Dataset for 3D Avatar Creation
Official codes of VEnhancer: Generative Space-Time Enhancement for Video Generation
CrowdMoGen: Zero-Shot Text-Driven Collective Motion Generation
Code for FreeTraj, a tuning-free method for trajectory-controllable video generation
Long Context Transfer from Language to Vision
The official implementation of "GaussianCity: Generative Gaussian Splatting for Unbounded 3D City Generation". (Xie et al., arXiv 2406.06526)
[ECCV 2024] MVSGaussian: Fast Generalizable Gaussian Splatting Reconstruction from Multi-View Stereo
4D Panoptic Scene Graph Generation (NeurIPS'23 Spotlight)
Multi-Space Alignments Towards Universal LiDAR Segmentation
[NeurIPS 2024] Make-it-Real: Unleashing Large Multimodal Model for Painting 3D Objects with Realistic Materials
A list of works on evaluation of visual generation models, including evaluation metrics, models, and systems
Official implementation of the paper "MMInA: Benchmarking Multihop Multimodal Internet Agents"
Unofficial Implementation of "Stable Video Diffusion Multi-View"
Memory optimization and training recipes to extrapolate language models' context length to 1 million tokens, with minimal hardware.