Zero-Shot Learning

Knowledge-in-Context: Towards Knowledgeable Semi-Parametric Language Models ICLR 2023 Label Agnostic Pre-training for Zero-shot Text Classification ACL 2023 Language Embedded Radiance Fields for Zero-Shot Task-Oriented Grasping CoRL 2023 Language-Free Training for Zero-Shot Video Grounding WACV 2023 Language in a Bottle: Language Model Guided Concept Bottlenecks for Interpretable Image Classification CVPR 2023 Large Language Models are Fixated by Red Herrings: Exploring Creative Problem Solving and Einstellung Effect using the Only Connect Wall Dataset NeurIPS 2023 Large Language Models Are Reasoning Teachers ACL 2023 Large Language Models Are Zero-Shot Time Series Forecasters NeurIPS 2023 Large Language Models Meet Open-World Intent Discovery and Recognition: An Evaluation of ChatGPT EMNLP 2023 Large Scale Generative Multimodal Attribute Extraction for E-commerce Attributes ACL 2023 Large-Scale Open-Set Classification Protocols for ImageNet WACV 2023 LaSQuE: Improved Zero-Shot Classification from Explanations Through Quantifier Modeling and Curriculum Learning ACL 2023 Latent Space Translation via Semantic Alignment NeurIPS 2023 LayoutPrompter: Awaken the Design Ability of Large Language Models NeurIPS 2023 Learn and Consolidate: Continual Adaptation for Zero-Shot and Multilingual Neural Machine Translation EMNLP 2023 Learning Attention As Disentangler for Compositional Zero-Shot Learning CVPR 2023 Learning Attention Propagation for Compositional Zero-Shot Learning WACV 2023 Learning Concise and Descriptive Attributes for Visual Recognition ICCV 2023 Learning Mask-aware CLIP Representations for Zero-Shot Segmentation NeurIPS 2023 Learning Nearest Neighbour Informed Latent Word Embeddings to Improve Zero-Shot Machine Translation ACL 2023 Learning Object-Language Alignments for Open-Vocabulary Object Detection ICLR 2023 Learning to Describe for Predicting Zero-shot Drug-Drug Interactions EMNLP 2023 Learning To Detect and Segment for Open Vocabulary Object Detection CVPR 2023 Learning to Extrapolate: A Transductive Approach ICLR 2023 Learning To Generate Language-Supervised and Open-Vocabulary Scene Graph Using Pre-Trained Visual-Semantic Space CVPR 2023