State of the art on diffusion models for visual computing
The field of visual computing is rapidly advancing due to the emergence of generative
artificial intelligence (AI), which unlocks unprecedented capabilities for the generation …
artificial intelligence (AI), which unlocks unprecedented capabilities for the generation …
Evaluating text-to-visual generation with image-to-text generation
Despite significant progress in generative AI, comprehensive evaluation remains
challenging because of the lack of effective metrics and standardized benchmarks. For …
challenging because of the lack of effective metrics and standardized benchmarks. For …
A comprehensive survey on 3D content generation
Recent years have witnessed remarkable advances in artificial intelligence generated
content (AIGC), with diverse input modalities, eg, text, image, video, audio and 3D. The 3D is …
content (AIGC), with diverse input modalities, eg, text, image, video, audio and 3D. The 3D is …
Luciddreamer: Towards high-fidelity text-to-3d generation via interval score matching
The recent advancements in text-to-3D generation mark a significant milestone in generative
models unlocking new possibilities for creating imaginative 3D assets across various real …
models unlocking new possibilities for creating imaginative 3D assets across various real …
Shapellm: Universal 3d object understanding for embodied interaction
This paper presents ShapeLLM, the first 3D Multimodal Large Language Model (LLM)
designed for embodied interaction, exploring a universal 3D object understanding with 3D …
designed for embodied interaction, exploring a universal 3D object understanding with 3D …
Comboverse: Compositional 3d assets creation using spatially-aware diffusion guidance
Generating high-quality 3D assets from a given image is highly desirable in various
applications such as AR/VR. Recent advances in single-image 3D generation explore feed …
applications such as AR/VR. Recent advances in single-image 3D generation explore feed …
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 …
Tc4d: Trajectory-conditioned text-to-4d generation
Recent techniques for text-to-4D generation synthesize dynamic 3D scenes using
supervision from pre-trained text-to-video models. However, existing representations, such …
supervision from pre-trained text-to-video models. However, existing representations, such …
Dreamreward: Text-to-3d generation with human preference
Abstract 3D content creation from text prompts has shown remarkable success recently.
However, current text-to-3D methods often generate 3D results that do not align well with …
However, current text-to-3D methods often generate 3D results that do not align well with …
Taming mode collapse in score distillation for text-to-3d generation
Despite the remarkable performance of score distillation in text-to-3D generation such
techniques notoriously suffer from view inconsistency issues also known as" Janus" artifact …
techniques notoriously suffer from view inconsistency issues also known as" Janus" artifact …