Author

Salman H. Khan

2 papers indexed here

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Review Sep 2026

The Past Frames the Future: Memory for Autoregressive Video Generation

Advances in generative models have improved video fidelity, enabling long-horizon generation, interactive world modeling, and evolving visual environments. Autoregressive (AR) video generation extends visual sequences through causal rollouts. However, a fundamental bottleneck emerges: as the generated sequence expands,...

Harold Haodong Chen, Rong-Jin Guo, Di-Sen Lan et al. · 0 citations

#artificial intelligence Preprint Sep 2026

Program-Verified Self-Evolution for Vision-Language Models

Verifiable QA Generation for Self-Evolving Models (VQS) is presented, which changes how the model judges answers and improves Qwen3-VL by up to 3.18 points at the 2B, 4B, and 8B scales and outperforms the strongest self-evolving baseline at each.

Ahmed Heakl, Sungik Choi, Moontae Lee et al. · 0 citations