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EffectLearner: World-Aware Object-Effect Reasoning for Real-World Video Object Removal

Hugging Face Daily Papers ↗ · 2026-08-06 Cached

EffectLearner is a semantic-reasoning-enhanced framework for real-world video object removal, combining a VLM-based Object-Effect Reasoner with a DiT-based Video Eraser and introducing the EffectWorld dataset to handle complex object-induced effects.

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