Zero-Shot Learning

Telling Left from Right: Identifying Geometry-Aware Semantic Correspondence CVPR 2024 Test-Time Zero-Shot Temporal Action Localization CVPR 2024 Text2Model: Text-based Model Induction for Zero-shot Image Classification EMNLP 2024 Text-Aware Diffusion for Policy Learning NeurIPS 2024 TextGraphs 2024 Shared Task on Text-Graph Representations for Knowledge Graph Question Answering ACL 2024 Text-guided Explorable Image Super-resolution CVPR 2024 Text-Infused Attention and Foreground-Aware Modeling for Zero-Shot Temporal Action Detection NeurIPS 2024 Text-to-Image Diffusion Models are Great Sketch-Photo Matchmakers CVPR 2024 Textual Training for the Hassle-Free Removal of Unwanted Visual Data: Case Studies on OOD and Hateful Image Detection NeurIPS 2024 The CLC-UKET Dataset: Benchmarking Case Outcome Prediction for the UK Employment Tribunal EMNLP 2024 The Devil is in the Object Boundary: Towards Annotation-free Instance Segmentation using Foundation Models ICLR 2024 The Model Arena for Cross-lingual Sentiment Analysis: A Comparative Study in the Era of Large Language Models ACL 2024 The Neglected Tails in Vision-Language Models CVPR 2024 The Parrot Dilemma: Human-Labeled vs. LLM-augmented Data in Classification Tasks EACL 2024 TI2V-Zero: Zero-Shot Image Conditioning for Text-to-Video Diffusion Models CVPR 2024 Tiny Time Mixers (TTMs): Fast Pre-trained Models for Enhanced Zero/Few-Shot Forecasting of Multivariate Time Series NeurIPS 2024 Topic-Oriented Open Relation Extraction with A Priori Seed Generation EMNLP 2024 Toward Generalist Anomaly Detection via In-context Residual Learning with Few-shot Sample Prompts CVPR 2024 Towards a Zero-Data, Controllable, Adaptive Dialog System COLING 2024 Towards Expressive Zero-Shot Speech Synthesis with Hierarchical Prosody Modeling Interspeech 2024 Towards Foundation Models for Knowledge Graph Reasoning ICLR 2024 Towards interfacing large language models with ASR systems using confidence measures and prompting Interspeech 2024 Towards Learning a Generalist Model for Embodied Navigation CVPR 2024 Towards Open-Vocabulary Semantic Segmentation Without Semantic Labels NeurIPS 2024 Towards Tool Use Alignment of Large Language Models EMNLP 2024