Knowledge-Enhanced Multi-Label Few-Shot Product Attribute-Value Extraction Aug 16, 2023 Attribute Attribute Value Extraction
Code Code Available Approximating Human-Like Few-shot Learning with GPT-based Compression Aug 14, 2023 Data Compression Few-Shot Learning
— Unverified Few-shot Class-incremental Learning for Classification and Object Detection: A Survey Aug 13, 2023 class-incremental learning Class Incremental Learning
— Unverified AutoConv: Automatically Generating Information-seeking Conversations with Large Language Models Aug 12, 2023 Few-Shot Learning Language Modeling
— Unverified Demonstration-based learning for few-shot biomedical named entity recognition under machine reading comprehension Aug 12, 2023 Few-Shot Learning Machine Reading Comprehension
Code Code Available Complex Facial Expression Recognition Using Deep Knowledge Distillation of Basic Features Aug 11, 2023 Continual Learning Emotion Recognition
Code Code Available Cross-heterogeneity Graph Few-shot Learning Aug 10, 2023 Few-Shot Learning Graph Neural Network
— Unverified Few-shot pixel-precise document layout segmentation via dynamic instance generation and local thresholding Aug 10, 2023 Few-Shot Learning Segmentation
— Unverified Global in Local: A Convolutional Transformer for SAR ATR FSL Aug 10, 2023 Few-Shot Learning
— Unverified ChatGPT for Arabic Grammatical Error Correction Aug 8, 2023 Few-Shot Learning Grammatical Error Correction
— Unverified Prototypes-oriented Transductive Few-shot Learning with Conditional Transport Aug 6, 2023 Few-Shot Learning
— Unverified Meta-learning in healthcare: A survey Aug 5, 2023 Few-Shot Learning Meta-Learning
— Unverified Does Correction Remain A Problem For Large Language Models? Aug 3, 2023 Few-Shot Learning
— Unverified Thespian: Multi-Character Text Role-Playing Game Agents Aug 3, 2023 Few-Shot Learning
— Unverified Leveraging Few-Shot Data Augmentation and Waterfall Prompting for Response Generation Aug 2, 2023 Data Augmentation Few-Shot Learning
— Unverified MetaDiff: Meta-Learning with Conditional Diffusion for Few-Shot Learning Jul 31, 2023 Denoising Few-Shot Learning
— Unverified GeneMask: Fast Pretraining of Gene Sequences to Enable Few-Shot Learning Jul 29, 2023 Few-Shot Learning Language Modeling
Code Code Available Cross-Modal Concept Learning and Inference for Vision-Language Models Jul 28, 2023 Domain Generalization Few-Shot Learning
— Unverified DiffKendall: A Novel Approach for Few-Shot Learning with Differentiable Kendall's Rank Correlation Jul 28, 2023 Few-Shot Image Classification Few-Shot Learning
Code Code Available GenCo: An Auxiliary Generator from Contrastive Learning for Enhanced Few-Shot Learning in Remote Sensing Jul 27, 2023 Contrastive Learning Earth Observation
— Unverified Exploiting the Potential of Seq2Seq Models as Robust Few-Shot Learners Jul 27, 2023 Decoder Few-Shot Learning
— Unverified A Weakly Supervised Segmentation Network Embedding Cross-scale Attention Guidance and Noise-sensitive Constraint for Detecting Tertiary Lymphoid Structures of Pancreatic Tumors Jul 27, 2023 Few-Shot Learning Network Embedding
— Unverified Wisdom of Instruction-Tuned Language Model Crowds. Exploring Model Label Variation Jul 24, 2023 Few-Shot Learning Hate Speech Detection
— Unverified Sparse annotation strategies for segmentation of short axis cardiac MRI Jul 24, 2023 Data Augmentation Few-Shot Learning
— Unverified Identifying Misinformation on YouTube through Transcript Contextual Analysis with Transformer Models Jul 22, 2023 Articles Classification
Code Code Available CohortGPT: An Enhanced GPT for Participant Recruitment in Clinical Study Jul 21, 2023 Few-Shot Learning text-classification
— Unverified Mutual Reinforcement Effects in Japanese Sentence Classification and Named Entity Recognition Tasks Jul 18, 2023 Classification Few-Shot Learning
— Unverified A metric learning approach for endoscopic kidney stone identification Jul 13, 2023 Few-Shot Learning Knowledge Distillation
— Unverified TinyMetaFed: Efficient Federated Meta-Learning for TinyML Jul 13, 2023 Computational Efficiency Few-Shot Learning
— Unverified SAR-NeRF: Neural Radiance Fields for Synthetic Aperture Radar Multi-View Representation Jul 11, 2023 Few-Shot Learning Image Generation
— Unverified Feature Activation Map: Visual Explanation of Deep Learning Models for Image Classification Jul 11, 2023 Classification Contrastive Learning
— Unverified Text Descriptions are Compressive and Invariant Representations for Visual Learning Jul 10, 2023 Descriptive Few-Shot Learning
— Unverified FILM: How can Few-Shot Image Classification Benefit from Pre-Trained Language Models? Jul 9, 2023 Contrastive Learning Few-Shot Image Classification
— Unverified Evaluating the Evaluators: Are Current Few-Shot Learning Benchmarks Fit for Purpose? Jul 6, 2023 Few-Shot Learning Model Selection
— Unverified Task-Specific Alignment and Multiple Level Transformer for Few-Shot Action Recognition Jul 5, 2023 Action Recognition Few-Shot action recognition
Code Code Available TablEye: Seeing small Tables through the Lens of Images Jul 4, 2023 Few-Shot Learning
— Unverified Optimal and Efficient Binary Questioning for Human-in-the-Loop Annotation Jul 4, 2023 Active Learning Binary Classification
— Unverified Diverse Retrieval-Augmented In-Context Learning for Dialogue State Tracking Jul 4, 2023 Dialogue State Tracking Few-Shot Learning
Code Code Available On Conditional and Compositional Language Model Differentiable Prompting Jul 4, 2023 Few-Shot Learning Language Modeling
— Unverified Meta-training with Demonstration Retrieval for Efficient Few-shot Learning Jun 30, 2023 Few-Shot Learning GPU
— Unverified Benchmarking Large Language Model Capabilities for Conditional Generation Jun 29, 2023 Benchmarking Few-Shot Learning
— Unverified Effective Transfer of Pretrained Large Visual Model for Fabric Defect Segmentation via Specifc Knowledge Injection Jun 28, 2023 Benchmarking Diversity
— Unverified Language models are weak learners Jun 25, 2023 Few-Shot Learning Language Modelling
— Unverified Is Pre-training Truly Better Than Meta-Learning? Jun 24, 2023 Diversity Few-Shot Learning
— Unverified Mutually Guided Few-shot Learning for Relational Triple Extraction Jun 23, 2023 Cross-Domain Few-Shot Decoder
Code Code Available FlakyFix: Using Large Language Models for Predicting Flaky Test Fix Categories and Test Code Repair Jun 21, 2023 Code Repair Few-Shot Learning
— Unverified NeuroCLIP: Neuromorphic Data Understanding by CLIP and SNN Jun 21, 2023 Few-Shot Learning
Code Code Available Democratizing LLMs for Low-Resource Languages by Leveraging their English Dominant Abilities with Linguistically-Diverse Prompts Jun 20, 2023 Few-Shot Learning
— Unverified Visually grounded few-shot word learning in low-resource settings Jun 20, 2023 Few-Shot Learning
— Unverified Multilingual Few-Shot Learning via Language Model Retrieval Jun 19, 2023 Few-Shot Learning In-Context Learning
— Unverified 