Kaican Li
9 papers · 2018–2024 · 5 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (5) π Academic Marathon (6) π Cross-Pollinator (11)
πΊοΈ
Taxonomy Completionist
(24)
π£
Hot Topic Early Bird
Conferences
AAAI (3)
CVPR (2)
ECCV (2)
NIPS (1)
UAI (1)
Top co-authors
Keywords
out-of-distribution generalization
(3)
distribution shift
(3)
image segmentation
(2)
robust optimization
(1)
domain generalization
(1)
transfer learning
(1)
domain adaptation
(1)
self-supervised learning
(1)
referring expression
(1)
semantic space
(1)
max-margin learning
(1)
robust learning
(1)
recurrent neural network
(1)
foundation model
(1)
zero-shot model
(1)
worst-case risk
(1)
data quality
(1)
distributional shift
(1)
multi-scale feature
(1)
lipschitz regularization
(1)
Papers
Dual Risk Minimization: Towards Next-Level Robustness in Fine-tuning Zero-Shot Models
NIPS 2024
Consistency Regularization for Domain Generalization with Logit Attribution Matching
UAI 2024
Certifiable Out-of-Distribution Generalization
AAAI 2023
OoD-Bench: Quantifying and Understanding Two Dimensions of Out-of-Distribution Generalization
CVPR 2022
CODA: A Real-World Road Corner Case Dataset for Object Detection in Autonomous Driving
ECCV 2022
MODNet: Real-Time Trimap-Free Portrait Matting via Objective Decomposition
AAAI 2022
Regularization Penalty Optimization for Addressing Data Quality Variance in OoD Algorithms
AAAI 2022
Guided Collaborative Training for Pixel-wise Semi-Supervised Learning
ECCV 2020
Referring Image Segmentation via Recurrent Refinement Networks
CVPR 2018