Junjiao Tian
12 papers · 2019–2026 · 6 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Conference Polyglot Β· Silver π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (29)
π§
Keyword Pioneer
π€
Dynamic Duo
(11)
ποΈ
Keyword Collector
(63)
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Century Club Β· Bronze
π₯
Unstoppable Β· Bronze
Top co-authors
Research topics
Machine Learning
(9)
Artificial Intelligence
(6)
Deep Learning
(5)
Learning Types Β· Machine Learning
(5)
Computer Vision
(4)
Application Areas
(4)
Core AI
(4)
Core Methods
(4)
Learning Paradigms
(3)
Learning Types Β· Deep Learning
(3)
Optimization & Theory Β· Machine Learning
(3)
Analysis
(2)
Optimization & Theory Β· Deep Learning
(2)
Techniques
(2)
Architectures
(1)
Keywords
domain adaptation
(2)
parameter-efficient fine-tuning
(2)
distribution shift
(2)
domain generalization
(2)
foundation model
(2)
robust fine-tuning
(2)
image captioning
(1)
adversarial robustness
(1)
continual learning
(1)
attention mechanism
(1)
kl divergence
(1)
natural language generation
(1)
visual question answering
(1)
neural network optimization
(1)
vision transformer
(1)
parameter regularization
(1)
bayesian inference
(1)
kullback-leibler divergence
(1)
projected gradient descent
(1)
out-of-distribution generalization
(1)
Papers
Grounding Descriptions in Images informs Zero-Shot Visual Recognition
WACV 2026
Directional Gradient Projection for Robust Fine-Tuning of Foundation Models
ICLR 2025
Diffuse Attend and Segment: Unsupervised Zero-Shot Segmentation using Stable Diffusion
CVPR 2024
Rethinking Weight Decay for Robust Fine-Tuning of Foundation Models
NeurIPS 2024
Fast Trainable Projection for Robust Fine-tuning
NeurIPS 2023
Trainable Projected Gradient Method for Robust Fine-Tuning
CVPR 2023
Open-Set Semi-Supervised Object Detection
ECCV 2022
Polyhistor: Parameter-Efficient Multi-Task Adaptation for Dense Vision Tasks
NeurIPS 2022
A Geometric Perspective towards Neural Calibration via Sensitivity Decomposition
NeurIPS 2021
Posterior Re-calibration for Imbalanced Datasets
NeurIPS 2020
When2com: Multi-Agent Perception via Communication Graph Grouping
CVPR 2020
Image Captioning with Compositional Neural Module Networks
IJCAI 2019