Junjiao Tian

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 32

Top Topics

Imbalanced Datasets

Gradient Method

Semantic Segmentation

Top Venues

Publications

Shaunak Halbe, James Seale Smith, Junjiao Tian, Zsolt Kira
HePCo: Data-Free Heterogeneous Prompt Consolidation for Continual Federated Learning. CoRR (2023)
James Seale Smith, Junjiao Tian, Shaunak Halbe, Yen-Chang Hsu, Zsolt Kira
A Closer Look at Rehearsal-Free Continual Learning. CVPR Workshops (2023)
Junjiao Tian, Yen-Cheng Liu, James Seale Smith, Zsolt Kira
Fast Trainable Projection for Robust Fine-Tuning. CoRR (2023)
Junjiao Tian, Yen-Cheng Liu, James Seale Smith, Zsolt Kira
Fast Trainable Projection for Robust Fine-tuning. NeurIPS (2023)
Junjiao Tian, Xiaoliang Dai, Chih-Yao Ma, Zecheng He, Yen-Cheng Liu, Zsolt Kira
Trainable Projected Gradient Method for Robust Fine-Tuning. CVPR (2023)
Junjiao Tian, Xiaoliang Dai, Chih-Yao Ma, Zecheng He, Yen-Cheng Liu, Zsolt Kira
Trainable Projected Gradient Method for Robust Fine-tuning. CoRR (2023)
Junjiao Tian, Lavisha Aggarwal, Andrea Colaco, Zsolt Kira, Mar González-Franco
Diffuse, Attend, and Segment: Unsupervised Zero-Shot Segmentation using Stable Diffusion. CoRR (2023)
Yen-Cheng Liu, Chih-Yao Ma, Xiaoliang Dai, Junjiao Tian, Peter Vajda, Zijian He, Zsolt Kira
Open-Set Semi-Supervised Object Detection. ECCV (30) (2022)
James Seale Smith, Junjiao Tian, Yen-Chang Hsu, Zsolt Kira
A Closer Look at Rehearsal-Free Continual Learning. CoRR (2022)
Junjiao Tian, James Seale Smith, Zsolt Kira
FedFOR: Stateless Heterogeneous Federated Learning with First-Order Regularization. CoRR (2022)
Yen-Cheng Liu, Chih-Yao Ma, Xiaoliang Dai, Junjiao Tian, Peter Vajda, Zijian He, Zsolt Kira
Open-Set Semi-Supervised Object Detection. CoRR (2022)
Yen-Cheng Liu, Chih-Yao Ma, Junjiao Tian, Zijian He, Zsolt Kira
Polyhistor: Parameter-Efficient Multi-Task Adaptation for Dense Vision Tasks. CoRR (2022)
Thomas M. Howard, Ethan Stump, Jonathan Fink, Jacob Arkin, Rohan Paul, Daehyung Park, Subhro Roy, Daniel Barber, Rhyse Bendell, Karl Schmeckpeper, Junjiao Tian, Jean Oh, Maggie B. Wigness, Long Quang, Brandon Rothrock, Jeremy Nash, Matthew R. Walter, Florian Jentsch, Nicholas Roy
An Intelligence Architecture for Grounded Language Communication with Field Robots. Field Robotics 2 (1) (2022)
Junjiao Tian, Niluthpol Chowdhury Mithun, Zachary Seymour, Han-Pang Chiu, Zsolt Kira
Striking the Right Balance: Recall Loss for Semantic Segmentation. ICRA (2022)
Yen-Cheng Liu, Chih-Yao Ma, Junjiao Tian, Zijian He, Zsolt Kira
Polyhistor: Parameter-Efficient Multi-Task Adaptation for Dense Vision Tasks. NeurIPS (2022)
Nathaniel Glaser, Yen-Cheng Liu, Junjiao Tian, Zsolt Kira
Overcoming Obstructions via Bandwidth-Limited Multi-Agent Spatial Handshaking. IROS (2021)
Junjiao Tian, Yen-Chang Hsu, Yilin Shen, Hongxia Jin, Zsolt Kira
Exploring Covariate and Concept Shift for Detection and Calibration of Out-of-Distribution Data. CoRR (2021)
Junjiao Tian, Dylan Yung, Yen-Chang Hsu, Zsolt Kira
A Geometric Perspective towards Neural Calibration via Sensitivity Decomposition. CoRR (2021)
Nathaniel Glaser, Yen-Cheng Liu, Junjiao Tian, Zsolt Kira
Enhancing Multi-Robot Perception via Learned Data Association. CoRR (2021)
Nathaniel Glaser, Yen-Cheng Liu, Junjiao Tian, Zsolt Kira
Overcoming Obstructions via Bandwidth-Limited Multi-Agent Spatial Handshaking. CoRR (2021)
Junjiao Tian, Niluthpol Chowdhury Mithun, Zachary Seymour, Han-Pang Chiu, Zsolt Kira
Striking the Right Balance: Recall Loss for Semantic Segmentation. CoRR (2021)
Junjiao Tian, Dylan Yung, Yen-Chang Hsu, Zsolt Kira
A Geometric Perspective towards Neural Calibration via Sensitivity Decomposition. NeurIPS (2021)
Yen-Cheng Liu, Junjiao Tian, Nathaniel Glaser, Zsolt Kira
When2com: Multi-Agent Perception via Communication Graph Grouping. CVPR (2020)
Junjiao Tian, Jean Oh
Image Captioning with Compositional Neural Module Networks. CoRR (2020)
Junjiao Tian, Yen-Cheng Liu, Nathan Glaser, Yen-Chang Hsu, Zsolt Kira
Posterior Re-calibration for Imbalanced Datasets. CoRR (2020)
Junjiao Tian, Wesley Cheung, Nathaniel Glaser, Yen-Cheng Liu, Zsolt Kira
UNO: Uncertainty-aware Noisy-Or Multimodal Fusion for Unanticipated Input Degradation. ICRA (2020)
Yen-Cheng Liu, Junjiao Tian, Chih-Yao Ma, Nathan Glaser, Chia-Wen Kuo, Zsolt Kira
Who2com: Collaborative Perception via Learnable Handshake Communication. CoRR (2020)
Yen-Cheng Liu, Junjiao Tian, Chih-Yao Ma, Nathan Glaser, Chia-Wen Kuo, Zsolt Kira
Who2com: Collaborative Perception via Learnable Handshake Communication. ICRA (2020)
Yen-Cheng Liu, Junjiao Tian, Nathaniel Glaser, Zsolt Kira
When2com: Multi-Agent Perception via Communication Graph Grouping. CoRR (2020)
Junjiao Tian, Yen-Cheng Liu, Nathaniel Glaser, Yen-Chang Hsu, Zsolt Kira
Posterior Re-calibration for Imbalanced Datasets. NeurIPS (2020)
Junjiao Tian, Wesley Cheung, Nathan Glaser, Yen-Cheng Liu, Zsolt Kira
UNO: Uncertainty-aware Noisy-Or Multimodal Fusion for Unanticipated Input Degradation. CoRR (2019)
Junjiao Tian, Jean Oh
Image Captioning with Compositional Neural Module Networks. IJCAI (2019)