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Few-Shot Learning

2558 directly classified papers

Papers per year

Papers

Enhancing Cross-lingual Prompting with Dual Prompt Augmentation ACL 2023
Hard Sample Aware Prompt-Tuning ACL 2023
Finetune Like You Pretrain: Improved Finetuning of Zero-Shot Vision Models CVPR 2023
Handwritten Text Generation From Visual Archetypes CVPR 2023
Few-shot Class-incremental Audio Classification Using Adaptively-refined Prototypes INTERSPEECH 2023
DS4DH at MEDIQA-Chat 2023: Leveraging SVM and GPT-3 Prompt Engineering for Medical Dialogue Classification and Summarization ACL 2023
SummQA at MEDIQA-Chat 2023: In-Context Learning with GPT-4 for Medical Summarization ACL 2023
Contrastive Token-Wise Meta-Learning for Unseen Performer Visual Temporal-Aligned Translation ACL 2023
NewsMet : A ‘do it all’ Dataset of Contemporary Metaphors in News Headlines ACL 2023
Disentangling Reasoning Capabilities from Language Models with Compositional Reasoning Transformers ACL 2023
Few Shot Rationale Generation using Self-Training with Dual Teachers ACL 2023
CoTDet: Affordance Knowledge Prompting for Task Driven Object Detection ICCV 2023
LLM-Planner: Few-Shot Grounded Planning for Embodied Agents with Large Language Models ICCV 2023
Cross-Lingual Transfer Learning for Phrase Break Prediction with Multilingual Language Model INTERSPEECH 2023
Focus on Query: Adversarial Mining Transformer for Few-Shot Segmentation NIPS 2023
NAP: Neural 3D Articulated Object Prior NIPS 2023
Exploring Diverse In-Context Configurations for Image Captioning NIPS 2023
ProtoDiff: Learning to Learn Prototypical Networks by Task-Guided Diffusion NIPS 2023
Meta-Adapter: An Online Few-shot Learner for Vision-Language Model NIPS 2023
Alignment with human representations supports robust few-shot learning NIPS 2023
Can ChatGPT Detect Intent? Evaluating Large Language Models for Spoken Language Understanding INTERSPEECH 2023
Online Continual Learning in Keyword Spotting for Low-Resource Devices via Pooling High-Order Temporal Statistics INTERSPEECH 2023
Cross-Lingual Features for Alzheimer’s Dementia Detection from Speech INTERSPEECH 2023
A Unified, Scalable Framework for Neural Population Decoding NIPS 2023
A Semi-parametric Model for Decision Making in High-Dimensional Sensory Discrimination Tasks AAAI 2023