few-shot learning

Fairness-guided Few-shot Prompting for Large Language Models NeurIPS 2023 FastRecon: Few-shot Industrial Anomaly Detection via Fast Feature Reconstruction ICCV 2023 FD-Align: Feature Discrimination Alignment for Fine-tuning Pre-Trained Models in Few-Shot Learning NeurIPS 2023 Feature Distribution Fitting with Direction-Driven Weighting for Few-Shot Images Classification AAAI 2023 Feature Normalization and Cartography-Based Demonstrations for Prompt-Based Fine-Tuning on Emotion-Related Tasks AAAI 2023 FEditNet: Few-Shot Editing of Latent Semantics in GAN Spaces AAAI 2023 Few-Shot 3D Point Cloud Semantic Segmentation via Stratified Class-Specific Attention Based Transformer Network AAAI 2023 Few-shot Adaptation for Manipulating Granular Materials Under Domain Shift RSS 2023 Few-shot Adaptation Works with UnpredicTable Data ACL 2023 Few-shot Classification with Hypersphere Modeling of Prototypes ACL 2023 Few-shot Class-incremental Audio Classification Using Adaptively-refined Prototypes Interspeech 2023 Few-shot Class-incremental Audio Classification Using Stochastic Classifier Interspeech 2023 Few-Shot Class-Incremental Learning via Class-Aware Bilateral Distillation CVPR 2023 Few-Shot Class-Incremental Learning via Training-Free Prototype Calibration NeurIPS 2023 Few-Shot Composition Learning for Image Retrieval with Prompt Tuning AAAI 2023 Few-shot Continual Infomax Learning ICCV 2023 Few-shot Cross-domain Image Generation via Inference-time Latent-code Learning ICLR 2023 Few-Shot Dataset Distillation via Translative Pre-Training ICCV 2023 Few-Shot Data-to-Text Generation via Unified Representation and Multi-Source Learning ACL 2023 Few-Shot Defect Image Generation via Defect-Aware Feature Manipulation AAAI 2023 Few-Shot Document-Level Event Argument Extraction ACL 2023 Few-shot Dysarthric Speech Recognition with Text-to-Speech Data Augmentation Interspeech 2023 Few-shot Event Detection: An Empirical Study and a Unified View ACL 2023 Few-shot Fine-tuning vs. In-context Learning: A Fair Comparison and Evaluation ACL 2023 Few Shot Font Generation Via Transferring Similarity Guided Global Style and Quantization Local Style ICCV 2023