诊断Video-LLM在长视频中跟踪角色的失败，揭示当前最强开源模型未能真正“观看”视频的局限。
arXiv:2607.11078v1 Announce Type: cross Abstract: Can a Video Large Language Model (Video-LLM) follow one person through a long video, keeping track o…
谷歌相册新AI工具秒变视频剪辑师，一键智能重混视频片段
The feature can do things like apply cinematic relighting to brighten up a dark clip, swap out a plain background for something fun, or add artistic s…
视频大语言模型是否真的需要音频？这篇被Interspeech 2026接收的研究给出了基准审计与可扩展修复方案。
arXiv:2509.17901v4 Announce Type: replace Abstract: Speech and audio encoders developed over years of community effort are routinely excluded from vid…
无需训练就能剪掉多余视觉token，让视频大模型推理更快、理解更细。
arXiv:2604.20937v2 Announce Type: replace Abstract: Video Large Language Models (Video LLMs) incur high inference latency due to a large number of vis…
新方法「潜在自强制」提升视频语言学习效率，无需逐帧解码即可对齐语义。
arXiv:2606.22870v1 Announce Type: cross Abstract: Recent advancements in chain-of-thought (CoT) reasoning have shown promise in enhancing video unders…
用Suno和Wang Video生成二次元主题AI歌曲，创意与技术的趣味碰撞
made this AI generated song using Suno + Wang Video. enjoy :) Comments URL: https://news.ycombinator.com/item?id=48423460 Points: 5 # Comments: 0
二十年经典限免，Winxvideo AI 一键搞定视频压缩、画质提升与防抖，无需注册直接领。
Winxvideo AI 二十周年限免正在进行中，无需注册，只需要电子邮件地址即可：点击前往获取 Winxvideo AI 二十周年限免领取 输入邮箱地址，点击获取免费授权之后，就可以在邮箱中收到注册码了： 下载并激活软件 下载地址： 安装成功之后，首次运行 Winxvideo AI 会自动弹出激活
CVPR 2026视频大模型挑战赛新方案：用边际触发问题重仲裁提升回答自一致性，精准优化视频问答可靠性。
arXiv:2606.04323v1 Announce Type: new Abstract: In this report, we present our solution for Track 2 of the CVPR 2026 VidLLMs Challenge. This track eva…
SIGGRAPH 2026提出AGILE框架，用智能体生成从视频精准重建手-物体三维交互。
arXiv:2602.04672v4 Announce Type: replace Abstract: Reconstructing dynamic hand-object interactions from monocular videos is critical for dexterous ma…
揭示视频LLM中token接口对齐的奇妙现象，重新理解多模态融合边界
arXiv:2606.00508v1 Announce Type: cross Abstract: This study introduces an intriguing phenomenon in Video LLMs: rather than merely translating frames …
首个主动式视频大模型，实时理解视频并主动发起对话，开启AI伴侣交互新范式
arXiv:2603.03447v3 Announce Type: replace Abstract: Proactive and real-time interactive experiences are essential for human-like AI companions, yet fa…
视频大模型竟会“运动盲视”？研究揭示其方向识别缺陷并提出数据与模型改进方案。
arXiv:2605.22823v1 Announce Type: new Abstract: Video Large Language Models (Video-LLMs) have made rapid progress on temporal video understanding, yet…
多粒度KV缓存压缩新方法，大幅降低长流视频问答的内存开销，CVPR'26收录，代码开源。
arXiv:2605.22269v1 Announce Type: new Abstract: Long streaming video QA remains challenging due to growing visual tokens and limited reasoning length …
别再被AI“推理”的噱头骗了。这个视频撕开了一层包装精美的泡沫——当模型看似在逻辑思考时，它其实是在玩概率拼图。看完你会明白，为什么“思考”这个词放在AI身上，多少有点尴尬。
Article URL: https://www.youtube.com/watch?v=iFYF_e1GSGI Comments URL: https://news.ycombinator.com/item?id=48166390 Points: 3 # Comments: 0
Astro 携手 Mux 成为官方视频合作伙伴，每月获 $5000 赞助注入开源维护。两大开箱即用的新组件让开发者轻松实现高性能视频播放与上传，速度与体验兼得。
We are happy to announce Mux as our official video partner, donating $5,000 each month toward the ongoing open-source maintenance and development of A…