PROST: Physical Reasoning about Objects through Space and Time
Code (1)
Similar Papers 제목 키워드 기반
PROST: Physical Reasoning of Objects through Space and Time
We present a new probing dataset named PROST: Physical Reasoning about Objects Through Space and Time. This dataset contains 18,736 multiple-choice questions made from 14 manually curated templates, covering 10 physical …
Multiple-choiceTowards Biosignals-Free Autonomous Prosthetic Hand Control via Imitation Learning
Limb loss affects millions globally, impairing physical function and reducing quality of life. Most traditional surface electromyographic (sEMG) and semi-autonomous methods require users to generate myoelectric signals f…
Imitation LearningCRIPP-VQA: Counterfactual Reasoning about Implicit Physical Properties via Video Question Answering
Videos often capture objects, their visible properties, their motion, and the interactions between different objects. Objects also have physical properties such as mass, which the imaging pipeline is unable to directly c…
Add - POAdd - PQcounterfactualCounterfactual Planning+10Neuro-Symbolic Spatio-Temporal Reasoning
Knowledge about space and time is necessary to solve problems in the physical world: An AI agent situated in the physical world and interacting with objects often needs to reason about positions of and relations between …
AI AgentImage SegmentationLogical ReasoningQuestion Answering+3Compositional Physical Reasoning of Objects and Events from Videos
Understanding and reasoning about objects' physical properties in the natural world is a fundamental challenge in artificial intelligence. While some properties like colors and shapes can be directly observed, others, su…
counterfactualQuestion Answering