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NeurIPS 2026Korea Advanced Institute of ScieKAISTKyung HeeKorea Advanced Institute of ScieMultimodal reasoning

CollabVR: Collaborative Video Reasoning with Vision-Language and Video Generation Models

CollabVR pairs vision-language models with video generation models in closed-loop step-level planning and verification, reducing drift and simulation errors for major video reasoning gains.

Joowon Kim, Seungho Shin, Joonhyung Park, Eunho Yang

Sydney Poster Session 3, Wed, Dec 9, 10:00 AM–1:00 PM, Hall 1-4 · Published 2026 · ▲ 71 on Hugging Face · Code ★ 10

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NeurIPS 2026Electronics and TelecommunicatioKorea Advanced Institute of ScieKorea AI Safety Institute, ETRIETRI (Electronics and TelecommunKorea Advanced Institute of ScieGANs & VAEs

Stability-Weighted Direction Regularization Disentangles Generator Shortcuts from Detection Signal

Jang Ho Choi, Seongho Kim, Jaehyun Choi, Dahye Kim and 2 more

Sydney Poster Session 1, Tue, Dec 8, 10:00 AM–1:00 PM, Hall 1-4 · Published 2026

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