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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 …
Dreamitate: Real-world visuomotor policy learning via video generation
A key challenge in manipulation is learning a policy that can robustly generalize to diverse
visual environments. A promising mechanism for learning robust policies is to leverage …
visual environments. A promising mechanism for learning robust policies is to leverage …
Recapture: Generative video camera controls for user-provided videos using masked video fine-tuning
Recently, breakthroughs in video modeling have allowed for controllable camera trajectories
in generated videos. However, these methods cannot be directly applied to user-provided …
in generated videos. However, these methods cannot be directly applied to user-provided …
DirectL: Efficient Radiance Fields Rendering for 3D Light Field Displays
Autostereoscopic display technology, despite decades of development, has not achieved
extensive application, primarily due to the daunting challenge of three-dimensional (3D) …
extensive application, primarily due to the daunting challenge of three-dimensional (3D) …
Differentiable robot rendering
Vision foundation models trained on massive amounts of visual data have shown
unprecedented reasoning and planning skills in open-world settings. A key challenge in …
unprecedented reasoning and planning skills in open-world settings. A key challenge in …
AC3D: Analyzing and Improving 3D Camera Control in Video Diffusion Transformers
Numerous works have recently integrated 3D camera control into foundational text-to-video
models, but the resulting camera control is often imprecise, and video generation quality …
models, but the resulting camera control is often imprecise, and video generation quality …
SynCamMaster: Synchronizing Multi-Camera Video Generation from Diverse Viewpoints
Recent advancements in video diffusion models have shown exceptional abilities in
simulating real-world dynamics and maintaining 3D consistency. This progress inspires us …
simulating real-world dynamics and maintaining 3D consistency. This progress inspires us …
MOVIS: Enhancing Multi-Object Novel View Synthesis for Indoor Scenes
Repurposing pre-trained diffusion models has been proven to be effective for NVS.
However, these methods are mostly limited to a single object; directly applying such …
However, these methods are mostly limited to a single object; directly applying such …
SpatialDreamer: Self-supervised Stereo Video Synthesis from Monocular Input
Z Lv, Y Long, C Huang, C Li, C Lv, H Ren… - arxiv preprint arxiv …, 2024 - arxiv.org
Stereo video synthesis from a monocular input is a demanding task in the fields of spatial
computing and virtual reality. The main challenges of this task lie on the insufficiency of high …
computing and virtual reality. The main challenges of this task lie on the insufficiency of high …
Pointmap-Conditioned Diffusion for Consistent Novel View Synthesis
In this paper, we present PointmapDiffusion, a novel framework for single-image novel view
synthesis (NVS) that utilizes pre-trained 2D diffusion models. Our method is the first to …
synthesis (NVS) that utilizes pre-trained 2D diffusion models. Our method is the first to …