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Unifying Video Tasks via Spatiotemporal Analogy
Chia-Hsiang Kao, Belinda Zeng, Bharath Hariharan +1
Adapting video models to new tasks typically requires dedicated data curation and fine-tuning. While visual analogy provides a training-free alternative by specifying tasks in-cont…
ynamics: Language-Based Representation for Inferring Rigid-Body Dynamics From Videos
Chia-Hsiang Kao, Cong Phuoc Huynh, Chien-Yi Wang +5
Inferring rigid-body physical states and properties from monocular videos is a fundamental step toward physics-based perception and simulation. Existing approaches assume specific…
AllClear: A Comprehensive Dataset and Benchmark for Cloud Removal in Satellite Imagery
Hangyu Zhou, Chia-Hsiang Kao, Cheng Perng Phoo +3
Clouds in satellite imagery pose a significant challenge for downstream applications. A major challenge in current cloud removal research is the absence of a comprehensive benchmar…