zero-shot-learning.md

Zero-Shot Learning

• (arXiv 2021.08) Multi-Head Self-Attention via Vision Transformer for Zero-Shot Learning, [Paper]
• (arXiv 2021.12) Uni-Perceiver: Pre-training Unified Architecture for Generic Perception for Zero-shot and Few-shot Tasks, [Paper]
• (arXiv 2021.12) TransZero: Attribute-guided Transformer for Zero-Shot Learning, [Paper], [Code]
• (arXiv 2021.12) TransZero++: Cross Attribute-Guided Transformer for Zero-Shot Learning, [Paper], [Code]
• (arXiv 2022.03) Hybrid Routing Transformer for Zero-Shot Learning, [Paper]
• (arXiv 2022.11) Efficient Zero-shot Visual Search via Target and Context-aware Transformer, [Paper]
• (arXiv 2023.03) Vision Transformer-based Feature Extraction for Generalized Zero-Shot Learning, [Paper]
• (arXiv 2023.03) Zero-TPrune: Zero-Shot Token Pruning through Leveraging of the Attention Graph in Pre-Trained Transformers, [Paper]
• (arXiv 2023.08) Isomer: Isomerous Transformer for Zero-shot Video Object Segmentation, [Paper], [Code]
• (arXiv 2023.08) Meta-ZSDETR: Zero-shot DETR with Meta-learning, [Paper], [Code]
• (arXiv 2023.08) ViT-Lens: Towards Omni-modal Representations, [Paper]
• (arXiv 2023.08) Masked Momentum Contrastive Learning for Zero-shot Semantic Understanding, [Paper]
• (arXiv 2023.11) SAMPro3D: Locating SAM Prompts in 3D for Zero-Shot Scene Segmentation, [Paper], [Code]
• (arXiv 2024.04) Progressive Semantic-Guided Vision Transformer for Zero-Shot Learning, [Paper]
• (arXiv 2024.05) Dual Relation Mining Network for Zero-Shot Learning, [Paper]
• (arXiv 2025.01) Super-class guided Transformer for Zero-Shot Attribute Classification, [Paper], [Code]