Baoquan Zhang
17 papers · 2021–2026 · 5 venues · across top CS/AI venues
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🗺️ Taxonomy Completionist (36) 🏃 Academic Marathon · Sprint 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Bronze 🐣 Hot Topic Early Bird
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Deep Learning
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Learning Paradigms · Artificial Intelligence
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Learning Types · Machine Learning
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Keywords
few-shot learning
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vector quantization
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prototype learning
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precipitation nowcasting
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parameter-efficient fine-tuning
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diffusion model
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codebook learning
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catastrophic forgetting
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continual learning
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image classification
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feature extraction
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image restoration
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attention mechanism
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knowledge transfer
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online learning
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contrastive learning
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image synthesis
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multimodal learning
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class-incremental learning
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image generation
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Papers
Improved Masked Image Generation with Knowledge-Augmented Token Representations
AAAI 2026
S2FT: Parameter-Efficient Fine-Tuning in Sparse Spectrum Domain
CVPR 2026
Satellite-Text-Prompted Large Language Model for Photovoltaic Power Forecasting
AAAI 2026
AlphaPre: Amplitude-Phase Disentanglement Model for Precipitation Nowcasting
CVPR 2025
AsyncDSB: Schedule-Asynchronous Diffusion Schrödinger Bridge for Image Inpainting
AAAI 2025
Sensitivity-Aware Efficient Fine-Tuning via Compact Dynamic-Rank Adaptation
CVPR 2025
Towards Improved Text-Aligned Codebook Learning: Multi-Hierarchical Codebook-Text Alignment with Long Text
CVPR 2025
A Challenge Dataset and Effective Models for Conversational Stance Detection
COLING 2024
Codebook Transfer with Part-of-Speech for Vector-Quantized Image Modeling
CVPR 2024
DiffCast: A Unified Framework via Residual Diffusion for Precipitation Nowcasting
CVPR 2024
LG-VQ: Language-Guided Codebook Learning
NeurIPS 2024
MetaDiff: Meta-Learning with Conditional Diffusion for Few-Shot Learning
AAAI 2024
PCR: Proxy-Based Contrastive Replay for Online Class-Incremental Continual Learning
CVPR 2023
Hyperbolic Knowledge Transfer with Class Hierarchy for Few-Shot Learning
IJCAI 2022
MetaNODE: Prototype Optimization as a Neural ODE for Few-Shot Learning
AAAI 2022
Sentiment Interpretable Logic Tensor Network for Aspect-Term Sentiment Analysis
COLING 2022
Prototype Completion With Primitive Knowledge for Few-Shot Learning
CVPR 2021