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few-shot learning

3398 papers

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Also known as

FSL FEW-SHOT

Co-occurring keywords

large language model (13587) zero-shot learning (3650) transfer learning (5449) in-context learning (1405) text classification (6793) domain adaptation (4595) prompt engineering (1135) representation learning (6206) language model (4599) contrastive learning (4032)

Papers

Efficient Dynamic Batch Adaptation (Student Abstract) AAAI 2023
Quantify the Political Bias in News Edits: Experiments with Few-Shot Learners (Student Abstract) AAAI 2023
Exploring Tuning Characteristics of Ventral Stream’s Neurons for Few-Shot Image Classification AAAI 2023
Incremental-DETR: Incremental Few-Shot Object Detection via Self-Supervised Learning AAAI 2023
RankDNN: Learning to Rank for Few-Shot Learning AAAI 2023
Parameter-Efficient Model Adaptation for Vision Transformers AAAI 2023
Disentangle and Remerge: Interventional Knowledge Distillation for Few-Shot Object Detection from a Conditional Causal Perspective AAAI 2023
Few-Shot 3D Point Cloud Semantic Segmentation via Stratified Class-Specific Attention Based Transformer Network AAAI 2023
Few-Shot Composition Learning for Image Retrieval with Prompt Tuning AAAI 2023
GraphPrompt: Graph-Based Prompt Templates for Biomedical Synonym Prediction AAAI 2023
High-Level Semantic Feature Matters Few-Shot Unsupervised Domain Adaptation AAAI 2023
Bayesian Cross-Modal Alignment Learning for Few-Shot Out-of-Distribution Generalization AAAI 2023
GENNAPE: Towards Generalized Neural Architecture Performance Estimators AAAI 2023
Prompt-Augmented Linear Probing: Scaling beyond the Limit of Few-Shot In-Context Learners AAAI 2023
Prototypical Fine-Tuning: Towards Robust Performance under Varying Data Sizes AAAI 2023
HybridPrompt: Bridging Language Models and Human Priors in Prompt Tuning for Visual Question Answering AAAI 2023
Multi-Mask Label Mapping for Prompt-Based Learning AAAI 2023
A Domain-Transfer Meta Task Design Paradigm for Few-Shot Slot Tagging AAAI 2023
Quantum Multi-Agent Meta Reinforcement Learning AAAI 2023
FacT: Factor-Tuning for Lightweight Adaptation on Vision Transformer AAAI 2023
Solving Math Word Problems concerning Systems of Equations with GPT-3 AAAI 2023
Compressing Transformers: Features Are Low-Rank, but Weights Are Not! AAAI 2023
Task-Adaptive Meta-Learning Framework for Advancing Spatial Generalizability AAAI 2023
Back to the Future: Toward a Hybrid Architecture for Ad Hoc Teamwork AAAI 2023
DINet: Deformation Inpainting Network for Realistic Face Visually Dubbing on High Resolution Video AAAI 2023