Taming Hallucinations: Boosting MLLMs' Video Understanding via Counterfactual Video Generation
Paper
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2512.24271
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Published
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62
Hallucination
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Nested Learning: The Illusion of Deep Learning Architectures
Paper • 2512.24695 • Published • 40 -
Can LLMs Predict Their Own Failures? Self-Awareness via Internal Circuits
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Improving Multi-step RAG with Hypergraph-based Memory for Long-Context Complex Relational Modeling
Paper • 2512.23959 • Published • 109