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Zero-Shot Learning

658 directly classified papers

Papers per year

Papers

Compositional generalization through abstract representations in human and artificial neural networks NIPS 2022
ReCo: Retrieve and Co-segment for Zero-shot Transfer NIPS 2022
ProGen: Progressive Zero-shot Dataset Generation via In-context Feedback EMNLP 2022
Test-Time Prompt Tuning for Zero-Shot Generalization in Vision-Language Models NIPS 2022
I2DFormer: Learning Image to Document Attention for Zero-Shot Image Classification NIPS 2022
ZeroC: A Neuro-Symbolic Model for Zero-shot Concept Recognition and Acquisition at Inference Time NIPS 2022
DetCLIP: Dictionary-Enriched Visual-Concept Paralleled Pre-training for Open-world Detection NIPS 2022
Audio-Visual Generalised Zero-Shot Learning With Cross-Modal Attention and Language CVPR 2022
Sketch3T: Test-Time Training for Zero-Shot SBIR CVPR 2022
TransZero: Attribute-Guided Transformer for Zero-Shot Learning AAAI 2022
Zero-Shot Cross-Lingual Machine Reading Comprehension via Inter-sentence Dependency Graph AAAI 2022
Semantic Feature Extraction for Generalized Zero-Shot Learning AAAI 2022
TVT: Three-Way Vision Transformer through Multi-Modal Hypersphere Learning for Zero-Shot Sketch-Based Image Retrieval AAAI 2022
Zero-Shot Audio Source Separation through Query-Based Learning from Weakly-Labeled Data AAAI 2022
Zero-Shot Out-of-Distribution Detection Based on the Pre-trained Model CLIP AAAI 2022
Learning Aligned Cross-Modal Representation for Generalized Zero-Shot Classification AAAI 2022
Language Model Priming for Cross-Lingual Event Extraction AAAI 2022
Text-Only Training for Image Captioning using Noise-Injected CLIP EMNLP 2022
Attention Biasing and Context Augmentation for Zero-Shot Control of Encoder-Decoder Transformers for Natural Language Generation AAAI 2022
VGSE: Visually-Grounded Semantic Embeddings for Zero-Shot Learning CVPR 2022
Cross-Modal Representation Learning for Zero-Shot Action Recognition CVPR 2022
En-Compactness: Self-Distillation Embedding & Contrastive Generation for Generalized Zero-Shot Learning CVPR 2022
Grounded Language-Image Pre-Training CVPR 2022
Image Segmentation Using Text and Image Prompts CVPR 2022
Learning To Prompt for Open-Vocabulary Object Detection With Vision-Language Model CVPR 2022