Selected Publications

    In this page, name “Teli Ma” is shown in bold text and symbol “*” denotes the equal contribution.
    More publications can be found through Google Scholar.

    GLOVER

    GLOVER: Generalizable Open-Vocabulary Affordance Reasoning for Task-Oriented Grasping
    Teli Ma*, Zifan Wang*, Jiaming Zhou, Mengmeng Wang, Junwei Liang
    arXiv preprint, 2024
    [paper][homepage]


    Mitigating

    Mitigating the Human-Robot Domain Discrepancy in Visual Pre-training for Robotic Manipulation
    Jiaming Zhou, Teli Ma, Kun-Yu Lin, Ronghe Qiu, Zifan Wang, Junwei Liang
    arXiv preprint, 2024
    [paper][homepage]


    Sigma_Agent

    Contrastive Imitation Learning for Language-guided Multi-Task Robotic Manipulation
    Teli Ma, Jiaming Zhou, Zifan Wang, Ronghe Qiu, Junwei Liang
    Conference on Robot Learning (CoRL), 2024
    [paper][homepage]


    SADE

    An Examination of the Compositionality of Large Generative Vision-Language Models
    Teli Ma, Rong Li, Junwei Liang
    The North American Chapter of the Association for Computational Linguistics (NAACL), 2024
    [paper][code][homepage]


    SyncTrack

    Synchronize Feature Extracting and Matching: A Single Branch Framework for 3D Object Tracking
    Teli Ma*, Mengmeng Wang*, Jimin Xiao, Huifeng Wu, Yong Liu
    Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV), 2023
    [paper]


    CorpNet

    Correlation Pyramid Network for 3D Single Object Tracking
    Mengmeng Wang, Teli Ma, Xingxing Zuo, Jiajun Lv, Yong Liu
    Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, Workshops (CVPRW), 2023
    [paper]


    ReActNet

    Resilient Binary Neural Network
    Sheng Xu*, Yanjing Li*, Teli Ma*, Mingbao Lin, Hao Dong, Baochang Zhang, Peng Gao, Jinhu Lv
    Proceedings of the AAAI Conference on Artificial Intelligence (AAAI), 2023
    [oral presentation] [paper] [code]


    BALLAD

    Unleashing the Potential of Vision-Language Models for Long-Tailed Visual Recognition
    Teli Ma, Shijie Geng, Mengmeng Wang, Sheng Xu, Hongsheng Li, Baochang Zhang, Peng Gao, Yu Qiao
    The British Machine Vision Conference (BMVC), 2022
    [paper] [code]


    MCMAE

    MCMAE: Masked Convolution Meets Masked Autoencoders
    Peng Gao, Teli Ma, Hongsheng Li, Ziyi Lin, Jifeng Dai, Yu Qiao
    Advances in Neural Information Processing Systems (NeurIPS), 2022
    [spotlight] [paper] [code]


    IDa-Det

    IDa-Det: An Information Discrepancy-aware Distillation for 1-bit Detectors
    Sheng Xu*, Yanjing Li*, Bohan Zeng*, Teli Ma, Baochang Zhang, Xianbin Cao, Peng Gao, Jinhu Lv
    European Conference on Computer Vision (ECCV), 2022
    [paper] [code]


    ReBNN

    Recurrent Bilinear Optimization for Binary Neural Networks
    Sheng Xu*, Yanjing Li*, Tiancheng Wang, Teli Ma, Baochang Zhang, Peng Gao, Yu Qiao, Jinhu Lv, Guodong Guo
    European Conference on Computer Vision (ECCV), 2022
    [oral presentation] [paper] [code]


    DSNet

    Dual-stream network for visual recognition
    Mingyuan Mao*, Renrui Zhang*, Honghui Zheng*, Teli Ma, Yan Peng, Errui Ding, Baochang Zhang, Shumin Han
    Advances in Neural Information Processing Systems (NeurIPS), 2021
    [paper]


    CLIP-Adapter

    Clip-adapter: Better vision-language models with feature adapters
    Peng Gao*, Shijie Geng*, Renrui Zhang*, Teli Ma, Rongyao Fang, Yongfeng Zhang, Hongsheng Li, Yu Qiao
    International Journal of Computer Vision (IJCV), 2023
    [paper] [code]