most citedBeyond Reward Hacking: Causal Rewards for Large Language Model Alignment

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cs.CV2025

StreamMem: Query-Agnostic KV Cache Memory for Streaming Video Understanding

Yanlai Yang, Zhuokai Zhao, Satya Narayan Shukla +4

Multimodal large language models (MLLMs) have made significant progress in visual-language reasoning, but their ability to efficiently handle long videos remains limited. Despite r…

cs.CV2025

CAFe: Unifying Representation and Generation with Contrastive-Autoregressive Finetuning

Hao Yu, Zhuokai Zhao, Shen Yan +7

The rapid advancement of large vision-language models (LVLMs) has driven significant progress in multimodal tasks, enabling models to interpret, reason, and generate outputs across…