Jianyang Gu
13 papers · 2023–2026 · 6 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (41) 🏆 Keyword Champion (7) 💎 Century Club · Bronze
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Research topics
Machine Learning
(11)
Deep Learning
(8)
Computer Vision
(7)
Application Areas
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Core Methods
(5)
Optimization & Theory
(5)
Artificial Intelligence
(4)
Learning Types · Deep Learning
(4)
Learning Types · Machine Learning
(4)
Core AI · Artificial Intelligence
(3)
Models
(3)
Core AI · Computer Vision
(2)
Generation
(2)
Techniques
(2)
Data Science & Analytics
(1)
Keywords
dataset distillation
(7)
knowledge distillation
(3)
fine-grained classification
(2)
diffusion model
(2)
image generation
(1)
online learning
(1)
continual learning
(1)
data augmentation
(1)
vision transformer
(1)
cross-domain learning
(1)
model architecture
(1)
image synthesis
(1)
neural architecture search
(1)
cross-modal retrieval
(1)
visual explanation
(1)
prompt learning
(1)
feature extraction
(1)
minimax optimization
(1)
remote sensing
(1)
metric learning
(1)
Papers
AVION: Aerial Vision-Language Instruction from Offline Teacher to Prompt-Tuned Network
CVPR 2026
CONCORD: Concept-Informed Diffusion for Dataset Distillation
WACV 2026
HierAmp: Coarse-to-Fine Autoregressive Amplification for Generative Dataset Distillation
CVPR 2026
Finer-CAM: Spotting the Difference Reveals Finer Details for Visual Explanation
CVPR 2025
Group Distributionally Robust Dataset Distillation with Risk Minimization
ICLR 2025
Prompt-CAM: Making Vision Transformers Interpretable for Fine-Grained Analysis
CVPR 2025
Taming Diffusion for Dataset Distillation with High Representativeness
ICML 2025
Efficient Dataset Distillation via Minimax Diffusion
CVPR 2024
InfoBatch: Lossless Training Speed Up by Unbiased Dynamic Data Pruning
ICLR 2024
Summarizing Stream Data for Memory-Constrained Online Continual Learning
AAAI 2024
Dataset Quantization
ICCV 2023
DREAM: Efficient Dataset Distillation by Representative Matching
ICCV 2023
MSINet: Twins Contrastive Search of Multi-Scale Interaction for Object ReID
CVPR 2023