Qianru Sun

发表

RMM: Reinforced Memory Management for Class-Incremental Learning

B. Schiele, Yaoyao Liu, Qianru Sun, 2023, NeurIPS.

Translate-Train Embracing Translationese Artifacts

Hao Zhang, Jing Jiang, S. Yu, 2022, ACL.

Equivariance and Invariance Inductive Bias for Learning from Insufficient Data

J. Karlekar, Sugiri Pranata, Qianru Sun, 2022, ArXiv.

Equivariance and Invariance Inductive Bias for Learning from Insufficient Data

J. Karlekar, Sugiri Pranata, Qianru Sun, 2022, ECCV.

Learning comprehensive global features in person re-identification: Ensuring discriminativeness of more local regions

B. Schiele, Xiansheng Hua, Jianqiang Huang, 2022, Pattern Recognition.

Mixed Dish Recognition With Contextual Relation and Domain Alignment

Yongdong Zhang, Chong-Wah Ngo, Tat-Seng Chua, 2022, IEEE Transactions on Multimedia.

Combined treatment with cysteamine and leukemia inhibitory factor promotes guinea pig oocyte meiosis in vitro.

Qianru Sun, L. Su, L. An, 2019, American journal of translational research.

COSY: COunterfactual SYntax for Cross-Lingual Understanding

Jing Jiang, Sicheng Yu, Yulei Niu, 2021, ACL.

Self-Supervised Learning Disentangled Group Representation as Feature pdf

Jianqiang Huang, Qianru Sun, Hanwang Zhang, 2021, NeurIPS.

Deconfounded Visual Grounding pdf

Jianqiang Huang, Jiaxin Qi, Hanwang Zhang, 2021, AAAI.

Interventional Training for Out-Of-Distribution Natural Language Understanding

Hao Zhang, Lidong Bing, Jing Jiang, 2022, EMNLP.

Causal Attention for Unbiased Visual Recognition pdf

Qianru Sun, Hanwang Zhang, Tan Wang, 2021, 2021 IEEE/CVF International Conference on Computer Vision (ICCV).

Adaptive Aggregation Networks for Class-Incremental Learning

B. Schiele, Yaoyao Liu, Qianru Sun, 2020, 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).

Class Re-Activation Maps for Weakly-Supervised Semantic Segmentation

Xiansheng Hua, Qianru Sun, Hanwang Zhang, 2022, 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).

Transporting Causal Mechanisms for Unsupervised Domain Adaptation pdf

Xian-Sheng Hua, Qianru Sun, Hanwang Zhang, 2021, 2021 IEEE/CVF International Conference on Computer Vision (ICCV).

Compositional Prompt Tuning with Motion Cues for Open-vocabulary Video Relation Detection

Kaifeng Gao, Jun Xiao, Qianru Sun, 2023, ICLR.

Unbiased Multiple Instance Learning for Weakly Supervised Video Anomaly Detection

Bin Luo, Hui Lv, Qianru Sun, 2023, 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).

Semantic Scene Completion with Cleaner Self

Qianru Sun, Hanwang Zhang, Jinhui Tang, 2023, 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).

Revisiting Local Descriptor for Improved Few-Shot Classification

Richang Hong, Mingliang Xu, Qianru Sun, 2021, ACM Trans. Multim. Comput. Commun. Appl..

Institutional Knowledge at Singapore Management University Institutional Knowledge at Singapore Management University Interventional few-shot learning Interventional few-shot learning

Xiansheng Hua, Qianru Sun, Hanwang Zhang, 2021 .

Attention-based Class Activation Diffusion for Weakly-Supervised Semantic Segmentation

Qianru Sun, Jianqiang Huang, Hanwang Zhang, 2022, ArXiv.

Class-Incremental Exemplar Compression for Class-Incremental Learning

B. Schiele, Yaoyao Liu, Qianru Sun, 2023, 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).

Causal Interventional Training for Image Recognition

Qianru Sun, Hanwang Zhang, E. Lim, 2023, IEEE Transactions on Multimedia.

Online Hyperparameter Optimization for Class-Incremental Learning

B. Schiele, Yingying Li, Yaoyao Liu, 2023, Proceedings of the AAAI Conference on Artificial Intelligence.

Class Is Invariant to Context and Vice Versa: On Learning Invariance for Out-Of-Distribution Generalization

Xiansheng Hua, Qianru Sun, Hanwang Zhang, 2022, ECCV.

Invariant Training 2D-3D Joint Hard Samples for Few-Shot Point Cloud Recognition

Xiansheng Hua, J. Lim, Qianru Sun, 2023, 2023 IEEE/CVF International Conference on Computer Vision (ICCV).

Learning to teach and learn for semi-supervised few-shot image classification

Bernt Schiele, Jianqiang Huang, Xinzhe Li, 2021, Comput. Vis. Image Underst..

Generalized Logit Adjustment: Calibrating Fine-tuned Models by Removing Label Bias in Foundation Models

Qianru Sun, Beier Zhu, Hanwang Zhang, 2023, ArXiv.

Few-shot Learner Parameterization by Diffusion Time-steps

Qianru Sun, Zhongqi Yue, Pan Zhou, 2024, ArXiv.

Supplementary Material for Interventional Few-Shot Learning

Xiansheng Hua, Qianru Sun, Hanwang Zhang, 2020 .

Supplementary Material for Invariant Training 2D-3D Joint Hard Samples for Few-Shot Point Cloud Recognition

Qianru Sun, Hanwang Zhang, Xuanyu Yi, 2022 .