Generative ai meets 3d: A survey on text-to-3d in aigc era
Generative AI has made significant progress in recent years, with text-guided content
generation being the most practical as it facilitates interaction between human instructions …
generation being the most practical as it facilitates interaction between human instructions …
Vd3d: Taming large video diffusion transformers for 3d camera control
Modern text-to-video synthesis models demonstrate coherent, photorealistic generation of
complex videos from a text description. However, most existing models lack fine-grained …
complex videos from a text description. However, most existing models lack fine-grained …
Dreamscene4d: Dynamic multi-object scene generation from monocular videos
WH Chu, L Ke, K Fragkiadaki - arXiv preprint arXiv:2405.02280, 2024 - arxiv.org
Existing VLMs can track in-the-wild 2D video objects while current generative models
provide powerful visual priors for synthesizing novel views for the highly under-constrained …
provide powerful visual priors for synthesizing novel views for the highly under-constrained …
Compositional 3d-aware video generation with llm director
Significant progress has been made in text-to-video generation through the use of powerful
generative models and large-scale internet data. However, substantial challenges remain in …
generative models and large-scale internet data. However, substantial challenges remain in …
Animate3d: Animating any 3d model with multi-view video diffusion
Recent advances in 4D generation mainly focus on generating 4D content by distilling pre-
trained text or single-view image-conditioned models. It is inconvenient for them to take …
trained text or single-view image-conditioned models. It is inconvenient for them to take …
Trans4D: Realistic Geometry-Aware Transition for Compositional Text-to-4D Synthesis
Recent advances in diffusion models have demonstrated exceptional capabilities in image
and video generation, further improving the effectiveness of 4D synthesis. Existing 4D …
and video generation, further improving the effectiveness of 4D synthesis. Existing 4D …
AvatarGO: Zero-shot 4D Human-Object Interaction Generation and Animation
Recent advancements in diffusion models have led to significant improvements in the
generation and animation of 4D full-body human-object interactions (HOI). Nevertheless …
generation and animation of 4D full-body human-object interactions (HOI). Nevertheless …
4Dynamic: Text-to-4D Generation with Hybrid Priors
Due to the fascinating generative performance of text-to-image diffusion models, growing
text-to-3D generation works explore distilling the 2D generative priors into 3D, using the …
text-to-3D generation works explore distilling the 2D generative priors into 3D, using the …
ElastoGen: 4D Generative Elastodynamics
We present ElastoGen, a knowledge-driven model that generates physically accurate and
coherent 4D elastodynamics. Instead of relying on petabyte-scale data-driven learning …
coherent 4D elastodynamics. Instead of relying on petabyte-scale data-driven learning …
EG4D: Explicit Generation of 4D Object without Score Distillation
In recent years, the increasing demand for dynamic 3D assets in design and gaming
applications has given rise to powerful generative pipelines capable of synthesizing high …
applications has given rise to powerful generative pipelines capable of synthesizing high …