Oral "video large language models" Papers

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FastVID: Dynamic Density Pruning for Fast Video Large Language Models

Leqi Shen, Guoqiang Gong, Tao He et al.

NeurIPS 2025oralarXiv:2503.11187

HoliTom: Holistic Token Merging for Fast Video Large Language Models

Kele Shao, Keda TAO, Can Qin et al.

NeurIPS 2025oralarXiv:2505.21334

Improve Temporal Reasoning in Multimodal Large Language Models via Video Contrastive Decoding

Daiqing Qi, Dongliang Guo, Hanzhang Yuan et al.

NeurIPS 2025oral

Mitigating Hallucination in VideoLLMs via Temporal-Aware Activation Engineering

JIANFENG CAI, Jiale Hong, Zongmeng Zhang et al.

NeurIPS 2025oralarXiv:2505.12826

Temporal Reasoning Transfer from Text to Video

Lei Li, Yuanxin Liu, Linli Yao et al.

ICLR 2025oralarXiv:2410.06166

VQToken: Neural Discrete Token Representation Learning for Extreme Token Reduction in Video Large Language Models

Haichao Zhang, Yun Fu

NeurIPS 2025oralarXiv:2503.16980

Momentor: Advancing Video Large Language Model with Fine-Grained Temporal Reasoning

Long Qian, Juncheng Li, Yu Wu et al.