Deming Zhai
11 papers · 2013–2026 · 8 conferences · across top CS/AI conferences
Achievements
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🏃 Academic Marathon (12) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (8) 🐣 Hot Topic Early Bird
🌈
Renaissance Researcher
(5)
🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🤝
Dynamic Duo
(10)
🏆
Grand Slam
🚀
Conference Pioneer
🔥
Unstoppable
(5)
💎
Century Club
(10)
Conferences
AAAI (2)
ICCV (2)
ICLR (2)
CVPR (1)
ICML (1)
IJCAI (1)
JMLR (1)
NIPS (1)
Top co-authors
Research topics
Keywords
label noise
(3)
deep neural network
(3)
loss function
(3)
noisy label
(2)
noisy label learning
(2)
black-box attack
(1)
class imbalance
(1)
computer vision
(1)
symmetric loss
(1)
neural radiance field
(1)
noise-tolerant learning
(1)
adversarial attack
(1)
robust learning
(1)
learning rate
(1)
sparse regularization
(1)
generalization bound
(1)
gradient descent
(1)
implicit bia
(1)
prototype learning
(1)
few-shot learning
(1)
Papers
Variation-Bounded Loss for Noise-Tolerant Learning
AAAI 2026
Joint Asymmetric Loss for Learning with Noisy Labels
ICCV 2025
Spatial Annealing for Efficient Few-shot Neural Rendering
AAAI 2025
$\epsilon$-Softmax: Approximating One-Hot Vectors for Mitigating Label Noise
NIPS 2024
Zero-Mean Regularized Spectral Contrastive Learning: Implicitly Mitigating Wrong Connections in Positive-Pair Graphs
ICLR 2024
On the Dynamics Under the Unhinged Loss and Beyond
JMLR 2023
Learning Towards The Largest Margins
ICLR 2022
Shadows Can Be Dangerous: Stealthy and Effective Physical-World Adversarial Attack by Natural Phenomenon
CVPR 2022
Prototype-Anchored Learning for Learning with Imperfect Annotations
ICML 2022
Learning With Noisy Labels via Sparse Regularization
ICCV 2021
Parametric Local Multimodal Hashing for Cross-View Similarity Search
IJCAI 2013