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J. Rehg

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Preprint Sep 2026

LeRF: Learning Reference Coordinate Frames for Perspective Taking Reasoning

Perspective taking is a fundamental component of spatial intelligence, requiring models interpret spatial relations from a specified viewpoint, such as that of another entity or an imagined observer. Despite the increasing spatial reasoning capabilities of Vision-Language Models (VLMs), they still struggle with perspec...

Bang Xiao, Wen-Qi Jia, Ozgur Kara et al. · 0 citations
Preprint Sep 2026

Kirin: Animal Motion Generation from In-the-Wild Video

Understanding animal motion is fundamental to modeling animal behavior and biomechanics, yet progress in this area lags far behind human motion research due to the scarcity of high-quality motion data. While human motion can be captured in controlled environments, it is impractical for most animal species, resulting in...

Brian Nlong Zhao, Zhuoyang Pan, J. Rehg et al. · 0 citations
Preprint Sep 2026

Thinking in Pictures: A Systematic Benchmark for Reasoning-driven Image Generation

Recent advancements in unified generative models (UGMs) and world simulators have achieved unprecedented results in visual perception and synthesis. However, these models primarily rely on surface-level event alignment, leaving the capacity for high-level visual reasoning underexplored. True visual generative intellige...

Yu-Tong Liu, Nan Huang, Xu Cao et al. · 0 citations
#artificial intelligence Preprint Aug 2026

ConvDeck: Conversational Paper-to-Slide Generation via Stage-Specific User Feedback

ConvDeck is introduced, a multi-agent pipeline for conversational paper-to-slide generation that distributes interaction across the pipeline through stage-specific loops, allowing users to iteratively refine both the presentation outline and the final slide deck at the stages where each kind of decision is made.

Tarik Can Ozden, VS Sachidanand, Furkan Horoz et al. · 0 citations

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