← Learning Types
Machine Learning › Learning Types ›

Zero-Shot Learning

3043 directly classified papers

Papers per year

Papers

TabLLM: Few-shot Classification of Tabular Data with Large Language Models AISTATS 2023
Exploring the Benefits of Training Expert Language Models over Instruction Tuning ICML 2023
Towards Omni-generalizable Neural Methods for Vehicle Routing Problems ICML 2023
CLIPood: Generalizing CLIP to Out-of-Distributions ICML 2023
Adaptive Coordination in Social Embodied Rearrangement ICML 2023
In or Out? Fixing ImageNet Out-of-Distribution Detection Evaluation ICML 2023
Learning to Learn from APIs: Black-Box Data-Free Meta-Learning ICML 2023
Open-VCLIP: Transforming CLIP to an Open-vocabulary Video Model via Interpolated Weight Optimization ICML 2023
RZCR: Zero-shot Character Recognition via Radical-based Reasoning IJCAI 2023
Compositional Zero-Shot Artistic Font Synthesis IJCAI 2023
Promoting Gender Equality through Gender-biased Language Analysis in Social Media IJCAI 2023
Expanding the Hyperbolic Kernels: A Curvature-aware Isometric Embedding View IJCAI 2023
KMF: Knowledge-Aware Multi-Faceted Representation Learning for Zero-Shot Node Classification IJCAI 2023
Answer Mining from a Pool of Images: Towards Retrieval-Based Visual Question Answering IJCAI 2023
Open-world Semi-supervised Novel Class Discovery IJCAI 2023
Null-Space Diffusion Sampling for Zero-Shot Point Cloud Completion IJCAI 2023
Boosting Few-Shot Open-Set Recognition with Multi-Relation Margin Loss IJCAI 2023
Generalizing to Unseen Elements: A Survey on Knowledge Extrapolation for Knowledge Graphs IJCAI 2023
Object Detection in Real Open Environment IJCAI 2023
RE-Matching: A Fine-Grained Semantic Matching Method for Zero-Shot Relation Extraction ACL 2023
G2Pxy: Generative Open-Set Node Classification on Graphs with Proxy Unknowns IJCAI 2023
Exploring Open-Vocabulary Semantic Segmentation from CLIP Vision Encoder Distillation Only ICCV 2023
See More and Know More: Zero-shot Point Cloud Segmentation via Multi-modal Visual Data ICCV 2023
Open-Vocabulary Object Detection With an Open Corpus ICCV 2023
Similarity Min-Max: Zero-Shot Day-Night Domain Adaptation ICCV 2023