Ziming Hong
12 papers · 2022–2026 · 6 venues · across top CS/AI venues
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🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (25) 💎 Century Club · Bronze 🔥 Unstoppable · Bronze
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zero-shot learning
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generative model
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non-transferable learning
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domain generalization
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adversarial robustness
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visual feature
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domain adaptation
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semantic prototype
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text-to-image generation
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privacy preservation
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transfer learning
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conditional generation
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generalized zero-shot
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semantic representation
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visual-semantic embedding
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knowledge distillation
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generalization ability
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distribution shift
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knowledge transfer
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semantic knowledge
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Papers
When Safety Collides: Resolving Multi-Category Harmful Conflicts in Text-to-Image Diffusion via Adaptive Safety Guidance
CVPR 2026
Jailbreaking the Non-Transferable Barrier via Test-Time Data Disguising
CVPR 2025
Toward Robust Non-Transferable Learning: A Survey and Benchmark
IJCAI 2025
When Data-Free Knowledge Distillation Meets Non-Transferable Teacher: Escaping Out-of-Distribution Trap is All You Need
ICML 2025
Improving Non-Transferable Representation Learning by Harnessing Content and Style
ICLR 2024
Visual-Augmented Dynamic Semantic Prototype for Generative Zero-Shot Learning
CVPR 2024
Your Transferability Barrier is Fragile: Free-Lunch for Transferring the Non-Transferable Learning
CVPR 2024
Evolving Semantic Prototype Improves Generative Zero-Shot Learning
ICML 2023
MSDN: Mutually Semantic Distillation Network for Zero-Shot Learning
CVPR 2022
Semantic Compression Embedding for Generative Zero-Shot Learning
IJCAI 2022
TransZero: Attribute-Guided Transformer for Zero-Shot Learning
AAAI 2022
View Vertically: A Hierarchical Network for Trajectory Prediction via Fourier Spectrums
ECCV 2022