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cs.CV2026
CALR: Continuous Anchored Latent Reasoning via Render-of-Thought Compression
Zhaoyang Wei, Bowen Jiang, Yanchao Hao +5
Visual latent reasoning compresses rendered derivations into compact intermediate states, reducing textual reasoning overhead. Existing approaches differ in how they represent thes…
cs.CV2026
Video-HolmesV2: Can MLLMs Reason with Spatio-Temporal Audio-Visual Evidence in Long Videos?
Zhaoyang Wei, Zipeng Wang, Yushe Cao +10
Multimodal Large Language Models have demonstrated impressive video understanding, yet their ability to reason over long-form narratives is often masked by visual-centric evaluatio…