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ACMMM 2025 | 北大团队提出 InteractMove:3D场景中人与可移动物体交互动作生成新框架
机器之心· 2025-10-19 03:48
该论文的第一作者和通讯作者均来自北京大学王选计算机研究所,第一作者为博士生蔡鑫豪,通讯作者为博士生导师刘洋。团队近年来在 TPAMI、IJCV、 CVPR、ICML 等顶会上有多项代表性成果发表,多次荣获国内外多模态理解与生成竞赛冠军,和国内外知名高校、科研机构广泛开展合作。 本文主要介绍来自该团队的最新论文 InteractMove:Text-Controlled Human-Object Interaction Generation in 3D Scenes with Movable Objects。 该研究首次提出了含可移动物体的 3D 场景中,基于文本的人 - 物交互生成任务,并构建了大规模数据集与创新方法框架,在多个评测指标上均取得了领先效果。 现有的人 - 场景交互数据集存在交互类别不足的问题,并且通常只考虑与静态物体的交互。随着可移动物体的引入,任务变得更具挑战性:模型不仅需要准确识别 目标交互物体,还要学会与不同类别和尺寸的物体交互,并避免物体与场景之间的碰撞。 为应对这些挑战,该研究提出了一个全新的方法框架:首先利用三维视觉定位模型确定目标交互物体;然后提出手 - 物联合可达图学习,用于预测 ...
早报|大疆就诉美国防部判决结果提起上诉;80名韩国公民被柬拘留拒绝回国;2026年国考报考年龄放宽;京东回应下场造车
虎嗅APP· 2025-10-15 00:01
Group 1 - 80 South Korean citizens are currently detained by the Cambodian immigration authorities, and they refuse to return to South Korea despite contact from officials [2][3][5] - An semiconductor company, Anshi Semiconductor, appointed its CFO Stefan Tilger as interim CEO after the previous CEO was suspended by a Dutch court [6] - Goldman Sachs plans to conduct another round of layoffs to further cut costs, although the total number of employees is expected to grow by the end of the year [7] Group 2 - Walmart announced a partnership with OpenAI to allow customers to use ChatGPT for instant checkout of Walmart products [8] - The Chinese Embassy in Thailand issued a warning regarding a tourist being threatened to shop, confirming that the involved guide lacked proper qualifications [9][10][11] - DJI has appealed a US court decision that maintained its listing as a "Chinese military enterprise," asserting its commitment to preventing the misuse of its products for military purposes [12] Group 3 - Ele.me is trialing a new service score system to replace the previous penalty system for delivery riders, aiming for a more positive incentive approach [13] - The 2026 national civil service examination will recruit 38,100 candidates, with age limits adjusted for applicants [14] - The total number of vehicle trade-ins is expected to exceed 12 million this year, significantly boosting new car sales [15][17] Group 4 - Nvidia's CEO personally delivered the first DGX Spark AI supercomputers to Elon Musk, highlighting advancements in AI computing capabilities [18] - JD.com is collaborating with CATL and GAC Group to launch a new car, clarifying that JD's role is primarily in consumer insights and sales, not manufacturing [21] - Apple CEO Tim Cook's visit to China coincided with reports of activation issues with the iPhone series, attributed to server problems [23] Group 5 - Ant Group reported a surge in interest for its gold accumulation product, with over a million visits on the day international gold prices hit a record high [24] - Songcheng Performance announced it is not involved in the IPO project of Xibei and has no plans to enter the prepared food industry [25][28] - The photovoltaic industry association clarified that its upcoming meetings are routine monthly meetings, amidst speculation of significant policy announcements [29][30] Group 6 - The central bank is set to conduct a 600 billion yuan reverse repurchase operation to maintain liquidity in the banking system [34] - Elon Musk indicated that his company xAI will focus on video games, driven by personal interest rather than profit [35]