Zero-Shot Learning

ReCo: Retrieve and Co-segment for Zero-shot Transfer NeurIPS 2022 Semantic Feature Extraction for Generalized Zero-Shot Learning AAAI 2022 Sketch3T: Test-Time Training for Zero-Shot SBIR CVPR 2022 Test-Time Prompt Tuning for Zero-Shot Generalization in Vision-Language Models NeurIPS 2022 Text-Only Training for Image Captioning using Noise-Injected CLIP EMNLP 2022 TransZero: Attribute-Guided Transformer for Zero-Shot Learning AAAI 2022 TVT: Three-Way Vision Transformer through Multi-Modal Hypersphere Learning for Zero-Shot Sketch-Based Image Retrieval AAAI 2022 Uni-Perceiver: Pre-Training Unified Architecture for Generic Perception for Zero-Shot and Few-Shot Tasks CVPR 2022 VGSE: Visually-Grounded Semantic Embeddings for Zero-Shot Learning CVPR 2022 Zero- and Few-Shot NLP with Pretrained Language Models ACL 2022 ZeroC: A Neuro-Symbolic Model for Zero-shot Concept Recognition and Acquisition at Inference Time NeurIPS 2022 Zero-Shot Audio Source Separation through Query-Based Learning from Weakly-Labeled Data AAAI 2022 Zero-shot Cross-Language Transfer of Monolingual Entity Linking Models EMNLP 2022 Zero-shot Cross-Lingual Counterfactual Detection via Automatic Extraction and Prediction of Clue Phrases EMNLP 2022 Zero-Shot Cross-Lingual Machine Reading Comprehension via Inter-sentence Dependency Graph AAAI 2022 Zero-Shot Cross-Lingual Sequence Tagging as Seq2Seq Generation for Joint Intent Classification and Slot Filling EMNLP 2022 Zero-Shot Learners for Natural Language Understanding via a Unified Multiple Choice Perspective EMNLP 2022 Zero-Shot Out-of-Distribution Detection Based on the Pre-trained Model CLIP AAAI 2022 Zero-Shot Ranking Socio-Political Texts with Transformer Language Models to Reduce Close Reading Time EMNLP 2022 Zero-shot Transfer Learning within a Heterogeneous Graph via Knowledge Transfer Networks NeurIPS 2022 Adapting Language Models for Zero-shot Learning by Meta-tuning on Dataset and Prompt Collections EMNLP 2021 A Fact Checking and Verification System for FEVEROUS Using a Zero-Shot Learning Approach EMNLP 2021 A Label-Aware BERT Attention Network for Zero-Shot Multi-Intent Detection in Spoken Language Understanding EMNLP 2021 An Exploratory Analysis of Multilingual Word-Level Quality Estimation with Cross-Lingual Transformers ACL 2021 Bridge to Target Domain by Prototypical Contrastive Learning and Label Confusion: Re-explore Zero-Shot Learning for Slot Filling EMNLP 2021