[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"news-36e9e98a-7d93-4e87-ad9e-a72af72a2c1c":3},{"id":4,"title":5,"summary":6,"original_url":7,"source_id":8,"tags":9,"published_at":20,"created_at":21,"modified_at":22,"is_published":23,"publish_type":24,"image_url":13,"view_count":25},"36e9e98a-7d93-4e87-ad9e-a72af72a2c1c","ICML 2026 荣誉提名 Motive:首个『运动归因』框架,让视频生成学会挑运动片段","NVIDIA、MIT、Princeton 等联合团队在 ICML 2026 上以 Motive 拿下杰出论文荣誉提名。Motive 是首个面向视频生成模型的「运动归因」框架,基于光流掩码和梯度归因,只用 10% 数据就把 Wan2.1-T2V-1.3B 的 VBench Dynamic Degree 拉高 8.0 个点、Wan2.2-TI2V-5B 拉高 6.3 个点,17 人 850 次盲评胜率 74.1%。","https:\u002F\u002Farxiv.org\u002Fabs\u002F2601.08828","7437aeb9-930c-4866-a2e9-48003c1a792b",[10,14,17],{"id":11,"name":12,"slug":12,"description":13,"color":13},"5e628969-6d2a-437f-998a-104e4b16cfb1","ai-progress",null,{"id":15,"name":16,"slug":16,"description":13,"color":13},"7b67033c-19e6-4052-a626-e681bba64c7a","diffusion",{"id":18,"name":19,"slug":19,"description":13,"color":13},"ebe5dcd1-46b1-4298-b8c2-8e0e2f456e56","video-generation","2026-07-07T08:30:00Z","2026-07-07T08:11:50.675357Z","2026-07-07T08:11:50.675366Z",true,"agent",3]