← Learning Paradigms
Artificial Intelligence › Learning Paradigms ›

Few-Shot Learning

2558 directly classified papers

Papers per year

Papers

Self-Evaluation Guided Beam Search for Reasoning NIPS 2023
Goal-conditioned Offline Planning from Curious Exploration NIPS 2023
Prototypical Variational Autoencoder for 3D Few-shot Object Detection NIPS 2023
Active Reasoning in an Open-World Environment NIPS 2023
GEMS: Generating Efficient Meta-Subnets WACV 2023
SemEval-2023 Task 1: Visual Word Sense Disambiguation ACL 2023
A smashed glass cannot be full: Generation of Commonsense Explanations through Prompt-based Few-shot Learning ACL 2023
AdaSent: Efficient Domain-Adapted Sentence Embeddings for Few-Shot Classification EMNLP 2023
Enabling Classifiers to Make Judgements Explicitly Aligned with Human Values ACL 2023
Meta-Learning With a Geometry-Adaptive Preconditioner CVPR 2023
Query Your Model with Definitions in FrameNet: An Effective Method for Frame Semantic Role Labeling AAAI 2023
ProtoShotXAI: Using Prototypical Few-Shot Architecture for Explainable AI JMLR 2023
Learning Score-based Grasping Primitive for Human-assisting Dexterous Grasping NIPS 2023
Glocal Energy-Based Learning for Few-Shot Open-Set Recognition CVPR 2023
Few-Shot Referring Relationships in Videos CVPR 2023
Continual Dialogue State Tracking via Example-Guided Question Answering EMNLP 2023
GersteinLab at MEDIQA-Chat 2023: Clinical Note Summarization from Doctor-Patient Conversations through Fine-tuning and In-context Learning ACL 2023
Hierarchical Prompt Learning for Multi-Task Learning CVPR 2023
Where2Explore: Few-shot Affordance Learning for Unseen Novel Categories of Articulated Objects NIPS 2023
s-Adaptive Decoupled Prototype for Few-Shot Object Detection ICCV 2023
Meta-ZSDETR: Zero-shot DETR with Meta-learning ICCV 2023
Overview of PragTag-2023: Low-Resource Multi-Domain Pragmatic Tagging of Peer Reviews EMNLP 2023
Prompt-based Extraction of Social Determinants of Health Using Few-shot Learning ACL 2023
Gaussian Distributed Prototypical Network for Few-shot Genomic Variant Detection ACL 2023
On the Nature of Discrete Speech Representations in Multilingual Self-supervised Models EACL 2023