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Pivot: Iterative visual prompting elicits actionable knowledge for vlms
Vision language models (VLMs) have shown impressive capabilities across a variety of
tasks, from logical reasoning to visual understanding. This opens the door to richer …
tasks, from logical reasoning to visual understanding. This opens the door to richer …
When llms step into the 3d world: A survey and meta-analysis of 3d tasks via multi-modal large language models
As large language models (LLMs) evolve, their integration with 3D spatial data (3D-LLMs)
has seen rapid progress, offering unprecedented capabilities for understanding and …
has seen rapid progress, offering unprecedented capabilities for understanding and …
Coarse correspondence elicit 3d spacetime understanding in multimodal language model
Multimodal language models (MLLMs) are increasingly being implemented in real-world
environments, necessitating their ability to interpret 3D spaces and comprehend temporal …
environments, necessitating their ability to interpret 3D spaces and comprehend temporal …
Visual prompting in multimodal large language models: A survey
Multimodal large language models (MLLMs) equip pre-trained large-language models
(LLMs) with visual capabilities. While textual prompting in LLMs has been widely studied …
(LLMs) with visual capabilities. While textual prompting in LLMs has been widely studied …
Gensim2: Scaling robot data generation with multi-modal and reasoning llms
Robotic simulation today remains challenging to scale up due to the human efforts required
to create diverse simulation tasks and scenes. Simulation-trained policies also face …
to create diverse simulation tasks and scenes. Simulation-trained policies also face …
Visual Preference Inference: An Image Sequence-Based Preference Reasoning in Tabletop Object Manipulation
In robotic object manipulation, human preferences can often be influenced by the visual
attributes of objects, such as color and shape. These properties play a crucial role in …
attributes of objects, such as color and shape. These properties play a crucial role in …
Coarse Correspondences Boost 3D Spacetime Understanding in Multimodal Language Model
Multimodal language models (MLLMs) are increasingly being applied in real-world
environments, necessitating their ability to interpret 3D spaces and compre-hend temporal …
environments, necessitating their ability to interpret 3D spaces and compre-hend temporal …