FRAG: Frame Selection Augmented Generation for Long Video and Long Document Understanding

Authors: Huang, De-An, Radhakrishnan, Subhashree, Yu, Zhiding, Kautz, Jan

Subject Terms: Computer Science - Computer Vision and Pattern Recognition, Computer Science - Artificial Intelligence

Access URL: http://arxiv.org/abs/2504.17447

Eagle 2: Building Post-Training Data Strategies from Scratch for Frontier Vision-Language Models

Authors: Li, Zhiqi, Chen, Guo, Liu, Shilong, Wang, Shihao, VS, Vibashan, Ji, Yishen, Lan, Shiyi, Zhang, Hao, Zhao, Yilin, Radhakrishnan, Subhashree, Chang, Nadine, Sapra, Karan, Deshmukh, Amala Sanjay, Rintamaki, Tuomas, Le, Matthieu, Karmanov, Ilia, Voegtle, Lukas, Fischer, Philipp, Huang, De-An, Roman, Timo, Lu, Tong, Alvarez, Jose M., Catanzaro, Bryan, Kautz, Jan, Tao, Andrew, Liu, Guilin, Yu, Zhiding

Subject Terms: Computer Science - Computer Vision and Pattern Recognition, Computer Science - Artificial Intelligence, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2501.14818

Omni-RGPT: Unifying Image and Video Region-level Understanding via Token Marks

Authors: Heo, Miran, Chen, Min-Hung, Huang, De-An, Liu, Sifei, Radhakrishnan, Subhashree, Kim, Seon Joo, Wang, Yu-Chiang Frank, Hachiuma, Ryo

Subject Terms: Computer Science - Computer Vision and Pattern Recognition

Access URL: http://arxiv.org/abs/2501.08326

What is Point Supervision Worth in Video Instance Segmentation?

Authors: Huang, Shuaiyi, Huang, De-An, Yu, Zhiding, Lan, Shiyi, Radhakrishnan, Subhashree, Alvarez, Jose M., Shrivastava, Abhinav, Anandkumar, Anima

Source: 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) CVPRW Computer Vision and Pattern Recognition Workshops (CVPRW), 2024 IEEE/CVF Conference on. :2671-2681 Jun, 2024

Relation: 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)

Eagle: Exploring The Design Space for Multimodal LLMs with Mixture of Encoders

Authors: Shi, Min, Liu, Fuxiao, Wang, Shihao, Liao, Shijia, Radhakrishnan, Subhashree, Zhao, Yilin, Huang, De-An, Yin, Hongxu, Sapra, Karan, Yacoob, Yaser, Shi, Humphrey, Catanzaro, Bryan, Tao, Andrew, Kautz, Jan, Yu, Zhiding, Liu, Guilin

Subject Terms: Computer Science - Computer Vision and Pattern Recognition, Computer Science - Artificial Intelligence, Computer Science - Machine Learning, Computer Science - Robotics

Access URL: http://arxiv.org/abs/2408.15998

LITA: Language Instructed Temporal-Localization Assistant

Authors: Huang, De-An, Liao, Shijia, Radhakrishnan, Subhashree, Yin, Hongxu, Molchanov, Pavlo, Yu, Zhiding, Kautz, Jan

Subject Terms: Computer Science - Computer Vision and Pattern Recognition, Computer Science - Artificial Intelligence

Access URL: http://arxiv.org/abs/2403.19046

DiscoBox: Weakly Supervised Instance Segmentation and Semantic Correspondence from Box Supervision

Authors: Lan, Shiyi, Yu, Zhiding, Choy, Christopher, Radhakrishnan, Subhashree, Liu, Guilin, Zhu, Yuke, Davis, Larry S., Anandkumar, Anima

Source: 2021 IEEE/CVF International Conference on Computer Vision (ICCV) ICCV Computer Vision (ICCV), 2021 IEEE/CVF International Conference on. :3386-3396 Oct, 2021

Relation: 2021 IEEE/CVF International Conference on Computer Vision (ICCV)