Rosing, Tajana

15 publications

AAAI 2025 Bridging the Gap Between Hyperdimensional Computing and Kernel Methods via the Nyström Method Quanling Zhao, Anthony Hitchcock Thomas, Ari Brin, Xiaofan Yu, Tajana Rosing

NeurIPS 2025 Efficiently Scaling LLM Reasoning Programs with Certaindex Yichao Fu, Junda Chen, Siqi Zhu, Zheyu Fu, Zhongdongming Dai, Yonghao Zhuang, Yian Ma, Aurick Qiao, Tajana Rosing, Ion Stoica, Hao Zhang

WACV 2024 Evolve: Enhancing Unsupervised Continual Learning with Multiple Experts Xiaofan Yu, Tajana Rosing, Yunhui Guo

ICMLW 2024 TinyAgent: Quantization-Aware Model Compression and Adaptation for On-Device LLM Agent Deployment Jason Kong, Lanxiang Hu, Flavio Ponzina, Tajana Rosing

IJCAI 2023 Algorithm-Hardware Co-Design for Efficient Brain-Inspired Hyperdimensional Learning on Edge (Extended Abstract) Yang Ni, Yeseong Kim, Tajana Rosing, Mohsen Imani

ACML 2023 Mem-Rec: Memory Efficient Recommendation System Using Alternative Representation Gopi Krishna Jha, Anthony Thomas, Nilesh Jain, Sameh Gobriel, Tajana Rosing, Ravi Iyer

CVPRW 2023 SCALE: Online Self-Supervised Lifelong Learning Without Prior Knowledge Xiaofan Yu, Yunhui Guo, Sicun Gao, Tajana Rosing

NeurIPSW 2023 Unleashing Hyperdimensional Computing with Nyström Method Based Encoding Quanling Zhao, Anthony Hitchcock Thomas, Xiaofan Yu, Tajana Rosing

IJCAI 2022 A Theoretical Perspective on Hyperdimensional Computing (Extended Abstract) Anthony Thomas, Sanjoy Dasgupta, Tajana Rosing

JAIR 2021 A Theoretical Perspective on Hyperdimensional Computing Anthony Thomas, Sanjoy Dasgupta, Tajana Rosing

ECCV 2020 A Broader Study of Cross-Domain Few-Shot Learning Yunhui Guo, Noel C. Codella, Leonid Karlinsky, James V. Codella, John R. Smith, Kate Saenko, Tajana Rosing, Rogerio Feris

AAAI 2020 AdaFilter: Adaptive Filter Fine-Tuning for Deep Transfer Learning Yunhui Guo, Yandong Li, Liqiang Wang, Tajana Rosing

ICLR 2020 Attacking Lifelong Learning Models with Gradient Reversion Yunhui Guo, Mingrui Liu, Yandong Li, Liqiang Wang, Tianbao Yang, Tajana Rosing

NeurIPS 2020 Improved Schemes for Episodic Memory-Based Lifelong Learning Yunhui Guo, Mingrui Liu, Tianbao Yang, Tajana Rosing

AAAI 2019 Depthwise Convolution Is All You Need for Learning Multiple Visual Domains Yunhui Guo, Yandong Li, Liqiang Wang, Tajana Rosing