今日从 arXiv 订阅中筛选 8 篇论文。
⚡ Is Energy Guidance All You Need? Training-Free Norm Injection for Driving World Models
](https://arxiv.org/abs/2607.10781) | **PDF**: [`2607.10781.pdf`](https://arxiv.org/pdf/2607.10781.pdf)

⚡ FlashBEV: Fast and Memory-Efficient Exact BEV Transformation with IO-Awareness
](https://arxiv.org/abs/2607.10071) | **PDF**: [`2607.10071.pdf`](https://arxiv.org/pdf/2607.10071.pdf)

⚡ Evidence-Backed Video Question Answering
](https://arxiv.org/abs/2607.11862) | **PDF**: [`2607.11862.pdf`](https://arxiv.org/pdf/2607.11862.pdf)

⚡ A Dynamic Scene Interaction Reasoning Framework for Scene-level Lane-Change Intention and Trajectory Prediction
](https://arxiv.org/abs/2607.09740) | **PDF**: [`2607.09740.pdf`](https://arxiv.org/pdf/2607.09740.pdf)

⚡ Cycle-World: Mitigating Error Accumulation in Long-term Video World Models via Reverse-Prediction Cycle Consistency
](https://arxiv.org/abs/2607.11836) | **PDF**: [`2607.11836.pdf`](https://arxiv.org/pdf/2607.11836.pdf)

⚡ Traj-VLN: Learning Pixel-Space Interaction via Autoregressive Trajectory Generation
](https://arxiv.org/abs/2607.10744) | **PDF**: [`2607.10744.pdf`](https://arxiv.org/pdf/2607.10744.pdf)
⚡ A Control Theory of Predictability in Latent World Models
](https://arxiv.org/abs/2607.10362) | **PDF**: [`2607.10362.pdf`](https://arxiv.org/pdf/2607.10362.pdf)

⚡ When Depth Is Better Told Than Shown: Depth-Ordinal Prompting for Vision-Language Spatial Reasoning
](https://arxiv.org/abs/2607.11173) | **PDF**: [`2607.11173.pdf`](https://arxiv.org/pdf/2607.11173.pdf)

自动生成于 2026-07-15 · 基于 arXiv Daily Digest