Junjiao Tian

41 papers A* 13A 1Journal 24Unranked 2
YearRankTypeTitle / Venue / Authors
2025 A* conf
Directional Gradient Projection for Robust Fine-Tuning of Foundation Models.
ICLR
Chengyue Huang, Junjiao Tian, Brisa Maneechotesuwan, Shivang Chopra, Zsolt Kira
2025 J jnl
Directional Gradient Projection for Robust Fine-Tuning of Foundation Models.
CoRR
Chengyue Huang, Junjiao Tian, Brisa Maneechotesuwan, Shivang Chopra, Zsolt Kira
2025 J jnl
Token-Shuffle: Towards High-Resolution Image Generation with Autoregressive Models.
CoRR
Xu Ma, Peize Sun, Haoyu Ma, Hao Tang, Chih-Yao Ma, Jialiang Wang, Kunpeng Li, Xiaoliang Dai, Yujun Shi, Xuan Ju, Yushi Hu, Artsiom Sanakoyeu, Felix Juefei-Xu, Ji Hou, Junjiao Tian, Tao Xu, Tingbo Hou, Yen-Cheng Liu, Zecheng He, Zijian He, Matt Feiszli, Peizhao Zhang, Peter Vajda, Sam S. Tsai, Yun Fu
2024 J jnl
Continual Adaptation of Vision Transformers for Federated Learning.
Trans. Mach. Learn. Res.
Shaunak Halbe, James Seale Smith, Junjiao Tian, Zsolt Kira
2024 A* conf
Diffuse, Attend, and Segment: Unsupervised Zero-Shot Segmentation using Stable Diffusion.
CVPR
Junjiao Tian, Lavisha Aggarwal, Andrea Colaco, Zsolt Kira, Mar González-Franco
2024 J jnl
Grounding Descriptions in Images informs Zero-Shot Visual Recognition.
CoRR
Shaunak Halbe, Junjiao Tian, K. J. Joseph, James Seale Smith, Katherine Stevo, Vineeth N. Balasubramanian, Zsolt Kira
2024 A* conf
Rethinking Weight Decay for Robust Fine-Tuning of Foundation Models.
NeurIPS
Junjiao Tian, Chengyue Huang, Zsolt Kira
2024 J jnl
Rethinking Weight Decay for Robust Fine-Tuning of Foundation Models.
CoRR
Junjiao Tian, Chengyue Huang, Zsolt Kira
2024 — —
Robustness under distribution shifts in computer vision.
Junjiao Tian
2023 — conf
A Closer Look at Rehearsal-Free Continual Learning.
CVPR Workshops
James Seale Smith, Junjiao Tian, Shaunak Halbe, Yen-Chang Hsu, Zsolt Kira
2023 J jnl
Diffuse, Attend, and Segment: Unsupervised Zero-Shot Segmentation using Stable Diffusion.
CoRR
Junjiao Tian, Lavisha Aggarwal, Andrea Colaco, Zsolt Kira, Mar González-Franco
2023 J jnl
Fast Trainable Projection for Robust Fine-Tuning.
CoRR
Junjiao Tian, Yen-Cheng Liu, James Seale Smith, Zsolt Kira
2023 A* conf
Fast Trainable Projection for Robust Fine-tuning.
NeurIPS
Junjiao Tian, Yen-Cheng Liu, James Seale Smith, Zsolt Kira
2023 J jnl
HePCo: Data-Free Heterogeneous Prompt Consolidation for Continual Federated Learning.
CoRR
Shaunak Halbe, James Seale Smith, Junjiao Tian, Zsolt Kira
2023 A* conf
Trainable Projected Gradient Method for Robust Fine-Tuning.
CVPR
Junjiao Tian, Xiaoliang Dai, Chih-Yao Ma, Zecheng He, Yen-Cheng Liu, Zsolt Kira
2023 J jnl
Trainable Projected Gradient Method for Robust Fine-tuning.
CoRR
Junjiao Tian, Xiaoliang Dai, Chih-Yao Ma, Zecheng He, Yen-Cheng Liu, Zsolt Kira
2022 J jnl
A Closer Look at Rehearsal-Free Continual Learning.
CoRR
James Seale Smith, Junjiao Tian, Yen-Chang Hsu, Zsolt Kira
2022 J jnl
An Intelligence Architecture for Grounded Language Communication with Field Robots.
Field Robotics
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
2022 J jnl
FedFOR: Stateless Heterogeneous Federated Learning with First-Order Regularization.
CoRR
Junjiao Tian, James Seale Smith, Zsolt Kira
2022 — conf
Open-Set Semi-Supervised Object Detection.
ECCV (30)
Yen-Cheng Liu, Chih-Yao Ma, Xiaoliang Dai, Junjiao Tian, Peter Vajda, Zijian He, Zsolt Kira
2022 J jnl
Open-Set Semi-Supervised Object Detection.
CoRR
Yen-Cheng Liu, Chih-Yao Ma, Xiaoliang Dai, Junjiao Tian, Peter Vajda, Zijian He, Zsolt Kira
2022 A* conf
Polyhistor: Parameter-Efficient Multi-Task Adaptation for Dense Vision Tasks.
NeurIPS
Yen-Cheng Liu, Chih-Yao Ma, Junjiao Tian, Zijian He, Zsolt Kira
2022 J jnl
Polyhistor: Parameter-Efficient Multi-Task Adaptation for Dense Vision Tasks.
CoRR
Yen-Cheng Liu, Chih-Yao Ma, Junjiao Tian, Zijian He, Zsolt Kira
2022 A* conf
Striking the Right Balance: Recall Loss for Semantic Segmentation.
ICRA
Junjiao Tian, Niluthpol Chowdhury Mithun, Zachary Seymour, Han-Pang Chiu, Zsolt Kira
2021 A* conf
A Geometric Perspective towards Neural Calibration via Sensitivity Decomposition.
NeurIPS
Junjiao Tian, Dylan Yung, Yen-Chang Hsu, Zsolt Kira
2021 J jnl
A Geometric Perspective towards Neural Calibration via Sensitivity Decomposition.
CoRR
Junjiao Tian, Dylan Yung, Yen-Chang Hsu, Zsolt Kira
2021 J jnl
Enhancing Multi-Robot Perception via Learned Data Association.
CoRR
Nathaniel Glaser, Yen-Cheng Liu, Junjiao Tian, Zsolt Kira
2021 J jnl
Exploring Covariate and Concept Shift for Detection and Calibration of Out-of-Distribution Data.
CoRR
Junjiao Tian, Yen-Chang Hsu, Yilin Shen, Hongxia Jin, Zsolt Kira
2021 A conf
Overcoming Obstructions via Bandwidth-Limited Multi-Agent Spatial Handshaking.
IROS
Nathaniel Glaser, Yen-Cheng Liu, Junjiao Tian, Zsolt Kira
2021 J jnl
Overcoming Obstructions via Bandwidth-Limited Multi-Agent Spatial Handshaking.
CoRR
Nathaniel Glaser, Yen-Cheng Liu, Junjiao Tian, Zsolt Kira
2021 J jnl
Striking the Right Balance: Recall Loss for Semantic Segmentation.
CoRR
Junjiao Tian, Niluthpol Chowdhury Mithun, Zachary Seymour, Han-Pang Chiu, Zsolt Kira
2020 J jnl
Image Captioning with Compositional Neural Module Networks.
CoRR
Junjiao Tian, Jean Oh
2020 A* conf
Posterior Re-calibration for Imbalanced Datasets.
NeurIPS
Junjiao Tian, Yen-Cheng Liu, Nathaniel Glaser, Yen-Chang Hsu, Zsolt Kira
2020 J jnl
Posterior Re-calibration for Imbalanced Datasets.
CoRR
Junjiao Tian, Yen-Cheng Liu, Nathan Glaser, Yen-Chang Hsu, Zsolt Kira
2020 A* conf
UNO: Uncertainty-aware Noisy-Or Multimodal Fusion for Unanticipated Input Degradation.
ICRA
Junjiao Tian, Wesley Cheung, Nathaniel Glaser, Yen-Cheng Liu, Zsolt Kira
2020 A* conf
When2com: Multi-Agent Perception via Communication Graph Grouping.
CVPR
Yen-Cheng Liu, Junjiao Tian, Nathaniel Glaser, Zsolt Kira
2020 J jnl
When2com: Multi-Agent Perception via Communication Graph Grouping.
CoRR
Yen-Cheng Liu, Junjiao Tian, Nathaniel Glaser, Zsolt Kira
2020 A* conf
Who2com: Collaborative Perception via Learnable Handshake Communication.
ICRA
Yen-Cheng Liu, Junjiao Tian, Chih-Yao Ma, Nathan Glaser, Chia-Wen Kuo, Zsolt Kira
2020 J jnl
Who2com: Collaborative Perception via Learnable Handshake Communication.
CoRR
Yen-Cheng Liu, Junjiao Tian, Chih-Yao Ma, Nathan Glaser, Chia-Wen Kuo, Zsolt Kira
2019 A* conf
Image Captioning with Compositional Neural Module Networks.
IJCAI
Junjiao Tian, Jean Oh
2019 J jnl
UNO: Uncertainty-aware Noisy-Or Multimodal Fusion for Unanticipated Input Degradation.
CoRR
Junjiao Tian, Wesley Cheung, Nathan Glaser, Yen-Cheng Liu, Zsolt Kira