songmin dai
6 papers · 2019–2024 · 4 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π Conference Polyglot (4) π Academic Marathon (5) π Cross-Pollinator (15) πΊοΈ Taxonomy Completionist (18)
π§
Keyword Pioneer
π
Conference Pioneer
Conferences
AAAI (3)
ICCV (1)
IJCAI (1)
NIPS (1)
Top co-authors
Keywords
weakly supervised semantic segmentation
(2)
contrastive learning
(1)
anomaly detection
(1)
model robustness
(1)
self-supervised learning
(1)
weakly supervised learning
(1)
adversarial training
(1)
instance segmentation
(1)
positive unlabeled learning
(1)
facial landmark detection
(1)
generalization error
(1)
black-box attack
(1)
generalization bound
(1)
diffusion model
(1)
deep neural network
(1)
loss function
(1)
consistency regularization
(1)
generative adversarial network
(1)
noisy label
(1)
mask generation
(1)
Papers
Generating and Reweighting Dense Contrastive Patterns for Unsupervised Anomaly Detection
AAAI 2024
Active Negative Loss Functions for Learning with Noisy Labels
NIPS 2023
GradPU: Positive-Unlabeled Learning via Gradient Penalty and Positive Upweighting
AAAI 2023
Hierarchical Semantic Contrast for Weakly Supervised Semantic Segmentation
IJCAI 2023
Improving Robustness of Facial Landmark Detection by Defending Against Adversarial Attacks
ICCV 2021
Learning Segmentation Masks with the Independence Prior
AAAI 2019