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Sponsored AI AM CLAUDE, A Beginner's Guide: Learn the basics of working with AI AI AM CLAUDE, A Beginner's Guide: Learn the basics of working with AI

Author

Jia-Hong Wu

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Preprint Aug 2026

FADE: From Passive Verification to Active Discovery in Counterfactual Video Understanding

This paper presents FADE, an effective training framework for counterfactual discovery and explanation that is built on an evidence-first, two-stage training paradigm, and demonstrates remarkable robustness when transitioning from constrained MCQs to unconstrained OQA and captioning.

Fufangchen Zhao, Jin-Hu Fu, Jiachen Lei et al. · 0 citations
Preprint Aug 2026

DreamX-Creator: Democratizing Native Audio-Video Generation at 2K Resolution

By releasing the compact 7B generator and 2K Refiner, this work seeks to democratize native audio-video generation and provide an accessible foundation for future research in unified audio-video generative modeling.

Jia-Shu Zhu, Yan-Hao Zheng, Rui Tian et al. · 0 citations
Jul 2026

Learning Explicit Physical Parameter Control and Benchmarking for Video Generation

PhyParam is presented, a physics-guided image-to-video diffusion model that conditions on object-level forces, masses, friction, restitution, and scene-level gravity via a lightweight physical-attention routing mechanism, and further improves motion learning with semantic-structural feature-space supervision.

Yan-Xun Li, Hao Wen, Bingze Song et al. · 0 citations

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