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BG
cs.CVcs.CLcs.AIcs.SE

On Valency

published · living versions
W_93u3d2fg·v1 · currentpublished
From Label Priors to Task Evidence: Efficient Long-Video Frame Selection via Bayesian GRPO
with Shuochen Chang, Qingyang Liu, Qianli Ma, Yibo Miao +5
1 version

Preprints & journals

10 papers in the corpus · 2025–2026
From Label Priors to Task Evidence: Efficient Long-Video Frame Selection via Bayesian GRPO2610.25418v1 · Shuochen Chang, Bingjie Gao, Qingyang Liu et al.2026 · 0 citationsarXivon Valency
Why Struggle with Continuous Latents? Interpretable Discrete Latent Reasoning via Rendered Compression2606.29712v1 · Shuochen Chang, Qingyang Liu, Shaobo Wang et al.2026 · 0 citationsarXiv
In-context Region-based Drag: Drag Any Region to Any Shape2606.25907v1 · Jiacheng Sui, Tianyu Hao, Bingjie Gao et al.2026 · 0 citationsarXiv
PermaVid: Consistent Video Generation Across Edits via Disentangled Context Memory2606.16449v2 · Shuai Yang, Bingjie Gao, Ziwei Liu et al.2026 · 0 citationsarXiv
DreamX-World 1.0: A General-Purpose Interactive World Model2606.16993v1 · DreamX Team, Yancheng Bai, Rui Chen et al.2026 · 0 citationsarXiv
Uni-Classifier: Leveraging Video Diffusion Priors for Universal Guidance Classifier2603.20382v1 · Yujie Zhou, Pengyang Ling, Jiazi Bu et al.2026 · 0 citationsarXiv
Human-Agent Collaborative Paper-to-Page Crafting2510.19600v2 · Qianli Ma, Siyu Wang, Yilin Chen et al.2025 · 0 citationsarXiv
Career total: 11 works. 10 are in this corpus.

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