Publication MegaFlow: Zero-Shot Large Displacement Optical Flow Dingxi Zhang, Fangjinhua Wang, Marc Pollefeys, Haofei Xu March 2026 arXiv | March 2026
Publication BizGenEval: A Systematic Benchmark for Commercial Visual Content Generation Yan Li, Zezi Zeng, Ziwei Zhou, Xin Gao, Muzhao Tian, Yifan Yang, Ming-Hung Cheng, Qiaomin Dai, Yuqing Yang, Lili Qiu, Zhendong Wang, Zhengyuan Yang, Xue Yang, Lijuan Wang, Ji Li, Chong Luo March 2026 arXiv | March 2026
Publication HiSpatial: Taming Hierarchical 3D Spatial Understanding in Vision-Language Models Huizhi Liang, Yichao Shen, Yu Deng, Sicheng Xu, Zhiyuan Feng, Tong Zhang, Yaobo Liang, Jiaolong Yang CVPR 2026 | March 2026
Publication Counting Without Numbers &Finding Without Words B. N. Patro March 2026 arXiv | March 2026
Publication Memory Over Maps: 3D Object Localization Without Reconstruction Ruifa Zhou, Xander Yap, Jian Cao, Allison Lau, Boyang Sun, Marc Pollefeys March 2026 arXiv | March 2026
Publication Em-Garde: A Propose-Match Framework for Proactive Streaming Video Understanding Yikai Zheng, Xin Ding, Yifan Yang, Shiqi Jiang, Hao Wu, Qianxi Zhang, Weijun Wang, Ting Cao, Yunxin Liu March 2026 arXiv | March 2026
Publication TextGround4M: A Prompt-Aligned Dataset for Layout-Aware Text Rendering Dongxing Mao, Yilin Wang, Linjie Li, Zhengyuan Yang, Alex Jinpeng Wang AAAI Conference on Artificial Intelligence | March 2026
Publication Towards On-Policy SFT: Distribution Discriminant Theory and its Applications in LLM Training Miaosen Zhang, Yishan Liu, Shuxia Lin, Xu Yang, Qi Dai, Chong Luo, Wei Jiang, Peng-Fei Hou, Anxiang Zeng, Xin Geng, Baining Guo ICML 2026 | March 2026
Publication Spatially Grounded Long-Horizon Task Planning in the Wild Sehun Jung, Hyunjee Song, Donghyun Kim, Reuben Tan, Jianfeng Gao, Yong Jae Lee, Donghyun Kim March 2026 arXiv | March 2026