Shiming Ge
18 papers · 2017–2025 · 6 conferences · across top CS/AI conferences
Achievements
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🏃 Academic Marathon (8) 🧭 Keyword Pioneer 🌉 Interdisciplinary Bridge 🌍 Conference Polyglot (6) 🐝 Cross-Pollinator (9)
🏃
Academic Marathon
(8)
🧭
Keyword Pioneer
🐝
Cross-Pollinator
(9)
🔥
Unstoppable
(6)
💎
Century Club
(18)
⚡
Prolific Year
(6)
🗃️
Keyword Collector
(90)
Conferences
AAAI (7)
IJCAI (5)
CVPR (2)
ECCV (2)
ICML (1)
NIPS (1)
Top co-authors
Research topics
Keywords
knowledge distillation
(4)
representation learning
(2)
label noise
(2)
synthetic datum
(2)
image classification
(2)
distribution matching
(2)
noisy label
(2)
bi-level optimization
(2)
dataset condensation
(2)
convolutional neural network
(2)
few-shot learning
(1)
multimodal learning
(1)
multi-label classification
(1)
face recognition
(1)
data augmentation
(1)
metric learning
(1)
deepfake detection
(1)
knowledge transfer
(1)
catastrophic forgetting
(1)
adversarial training
(1)
Papers
CD^2: Constrained Dataset Distillation for Few-Shot Class-Incremental Learning
IJCAI 2025
Learning Differentially Private Diffusion Models via Stochastic Adversarial Distillation
ECCV 2024
DANCE: Dual-View Distribution Alignment for Dataset Condensation
IJCAI 2024
Masked Face Recognition with Generative-to-Discriminative Representations
ICML 2024
Learning Natural Consistency Representation for Face Forgery Video Detection
ECCV 2024
M3D: Dataset Condensation by Minimizing Maximum Mean Discrepancy
AAAI 2024
Coupled Confusion Correction: Learning from Crowds with Sparse Annotations
AAAI 2024
Bootstrapping Multi-View Representations for Fake News Detection
AAAI 2023
Model Conversion via Differentially Private Data-Free Distillation
IJCAI 2023
Selective-Supervised Contrastive Learning With Noisy Labels
CVPR 2022
Estimating Noise Transition Matrix with Label Correlations for Noisy Multi-Label Learning
NIPS 2022
Robust Weight Perturbation for Adversarial Training
IJCAI 2022
Detecting Deepfake Videos with Temporal Dropout 3DCNN
IJCAI 2021
Look One and More: Distilling Hybrid Order Relational Knowledge for Cross-Resolution Image Recognition
AAAI 2020
Coupled-View Deep Classifier Learning from Multiple Noisy Annotators
AAAI 2020
Accurate Temporal Action Proposal Generation with Relation-Aware Pyramid Network
AAAI 2020
Ultrafast Video Attention Prediction with Coupled Knowledge Distillation
AAAI 2020
Detecting Masked Faces in the Wild With LLE-CNNs
CVPR 2017