ML Anthology

Tian, Junjiao

16 publications

ICLR 2025 Directional Gradient Projection for Robust Fine-Tuning of Foundation Models Chengyue Huang, Junjiao Tian, Brisa Maneechotesuwan, Shivang Chopra, Zsolt Kira
TMLR 2024 Continual Adaptation of Vision Transformers for Federated Learning Shaunak Halbe, James Seale Smith, Junjiao Tian, Zsolt Kira
CVPR 2024 Diffuse Attend and Segment: Unsupervised Zero-Shot Segmentation Using Stable Diffusion Junjiao Tian, Lavisha Aggarwal, Andrea Colaco, Zsolt Kira, Mar Gonzalez-Franco
NeurIPS 2024 Rethinking Weight Decay for Robust Fine-Tuning of Foundation Models Junjiao Tian, Chengyue Huang, Zsolt Kira
CVPRW 2023 A Closer Look at Rehearsal-Free Continual Learning James Seale Smith, Junjiao Tian, Shaunak Halbe, Yen-Chang Hsu, Zsolt Kira
NeurIPS 2023 Fast Trainable Projection for Robust Fine-Tuning Junjiao Tian, Yen-Cheng Liu, James S Smith, Zsolt Kira
NeurIPSW 2023 HePCo: Data-Free Heterogeneous Prompt Consolidation for Continual Federated Learning Shaunak Halbe, James Seale Smith, Junjiao Tian, Zsolt Kira
NeurIPSW 2023 HePCo: Data-Free Heterogeneous Prompt Consolidation for Continual Federated Learning Shaunak Halbe, James Seale Smith, Junjiao Tian, Zsolt Kira
NeurIPSW 2023 HePCo: Data-Free Heterogeneous Prompt Consolidation for Continual Federated Learning Shaunak Halbe, James Smith, Junjiao Tian, Zsolt Kira
CVPR 2023 Trainable Projected Gradient Method for Robust Fine-Tuning Junjiao Tian, Zecheng He, Xiaoliang Dai, Chih-Yao Ma, Yen-Cheng Liu, Zsolt Kira
ECCV 2022 Open-Set Semi-Supervised Object Detection Yen-Cheng Liu, Chih-Yao Ma, Xiaoliang Dai, Junjiao Tian, Peter Vajda, Zijian He, Zsolt Kira
NeurIPS 2022 Polyhistor: Parameter-Efficient Multi-Task Adaptation for Dense Vision Tasks Yen-Cheng Liu, Chih-Yao Ma, Junjiao Tian, Zijian He, Zsolt Kira
NeurIPS 2021 A Geometric Perspective Towards Neural Calibration via Sensitivity Decomposition Junjiao Tian, Dylan Yung, Yen-Chang Hsu, Zsolt Kira
NeurIPSW 2021 Exploring Covariate and Concept Shift for Out-of-Distribution Detection Junjiao Tian, Yen-Chang Hsu, Yilin Shen, Hongxia Jin, Zsolt Kira
NeurIPS 2020 Posterior Re-Calibration for Imbalanced Datasets Junjiao Tian, Yen-Cheng Liu, Nathaniel Glaser, Yen-Chang Hsu, Zsolt Kira
IJCAI 2019 Image Captioning with Compositional Neural Module Networks Junjiao Tian, Jean Oh