Topic: cs.CV

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This page shows the most relevant public items for cs.CV, ranked by trend activity and review signal. Use weekly for fast changes, monthly for more stable patterns, and all-time for evergreen picks.

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  1. Point-E: A System for Generating 3D Point Clouds from Complex Prompts

    PaperDec 16, 2022arXivAlex Nichol, Heewoo Jun, Prafulla Dhariwal, Pamela Mishkin, Mark Chen

    While text-to-image generation has witnessed rapid progress, text-to-3D synthesis remains challenging due to the lack of massive 3D datasets and the complexity of 3D representations. We introduce P...

  2. Mirage2Matter: A Physically Grounded Gaussian World Model from Video

    PaperFeb 8, 2026arXivZhengqing Gao, Ziwen Li, Xin Wang, Tongliang Liu

    To bridge the simulation-to-real gap, we introduce Mirage2Matter, a physically grounded Gaussian world model that generates high-fidelity embodied training data from multi-view videos. We reconstru...

  3. Towards Physically Executable 3D Gaussian for Embodied Navigation

    PaperFeb 12, 2026arXivWancai Zheng, Hao Chen, Xinyi Yu

    3D Gaussian Splatting (3DGS) is a photorealistic rendering method but lacks semantics and physical executability for Visual-Language Navigation (VLN). We propose SAGE-3D, a paradigm that upgrades 3...

  4. Inference-Only Prompt Projection for Safe Text-to-Image Generation

    PaperFeb 9, 2026arXivMinhyuk Lee, Hyekyung Yoon, Myungjoo Kang

    Text-to-Image (T2I) diffusion models enable high-quality synthesis, but deployment demands safeguards. We formalize the tension between safety and alignment through a total variation (TV) lens, yie...

  5. MonarchRT: Efficient Attention for Real-Time Video Generation

    PaperFeb 13, 2026arXivKrish Agarwal, Zhuoming Chen, Cheng Luo, Beidi Chen

    The quadratic complexity of attention severely limits the context scalability of Video Diffusion Transformers (DiTs). We find that the sparse spatio-temporal attention patterns in Video DiTs can be...

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