When hard negative sampling meets supervised contrastive learning Aug 28, 2023 Contrastive Learning Few-Shot Learning
— Unverified LongBench: A Bilingual, Multitask Benchmark for Long Context Understanding Aug 28, 2023 16k Code Completion
Code Code Available Fair Few-shot Learning with Auxiliary Sets Aug 28, 2023 Fairness Few-Shot Learning
— Unverified VesselShot: Few-shot learning for cerebral blood vessel segmentation Aug 28, 2023 Few-Shot Learning Segmentation
— Unverified Transfer Learning for Microstructure Segmentation with CS-UNet: A Hybrid Algorithm with Transformer and CNN Encoders Aug 26, 2023 Few-Shot Learning Image Segmentation
Code Code Available Compressor-Based Classification for Atrial Fibrillation Detection Aug 25, 2023 Atrial Fibrillation Detection Avg
— Unverified Large Language Models Vote: Prompting for Rare Disease Identification Aug 24, 2023 Few-Shot Learning
Code Code Available Diagnosing Infeasible Optimization Problems Using Large Language Models Aug 23, 2023 Chatbot Decision Making
Code Code Available Cabrita: closing the gap for foreign languages Aug 23, 2023 Few-Shot Learning
— Unverified Few-shot Anomaly Detection in Text with Deviation Learning Aug 22, 2023 Anomaly Detection Few-Shot Learning
— Unverified Measuring the Effect of Causal Disentanglement on the Adversarial Robustness of Neural Network Models Aug 21, 2023 Adversarial Robustness Benchmarking
— Unverified Refashioning Emotion Recognition Modelling: The Advent of Generalised Large Models Aug 21, 2023 Emotion Recognition Few-Shot Learning
— Unverified COCA: Classifier-Oriented Calibration via Textual Prototype for Source-Free Universal Domain Adaptation Aug 21, 2023 Domain Adaptation Few-Shot Learning
Code Code Available UniAP: Towards Universal Animal Perception in Vision via Few-shot Learning Aug 19, 2023 Decoder Diversity
— Unverified BioMedGPT: Open Multimodal Generative Pre-trained Transformer for BioMedicine Aug 18, 2023 Few-Shot Learning Language Modeling
— Unverified CodeCoT: Tackling Code Syntax Errors in CoT Reasoning for Code Generation Aug 17, 2023 Code Generation Few-Shot Learning
— Unverified Knowledge-Enhanced Multi-Label Few-Shot Product Attribute-Value Extraction Aug 16, 2023 Attribute Attribute Value Extraction
Code Code Available Link-Context Learning for Multimodal LLMs Aug 15, 2023 Few-Shot Learning In-Context Learning
Code Code Available Dialogue for Prompting: a Policy-Gradient-Based Discrete Prompt Generation for Few-shot Learning Aug 14, 2023 Few-Shot Learning Reinforcement Learning (RL)
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 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 AutoConv: Automatically Generating Information-seeking Conversations with Large Language Models Aug 12, 2023 Few-Shot Learning Language Modeling
— Unverified Complex Facial Expression Recognition Using Deep Knowledge Distillation of Basic Features Aug 11, 2023 Continual Learning Emotion Recognition
Code Code Available Few-shot pixel-precise document layout segmentation via dynamic instance generation and local thresholding Aug 10, 2023 Few-Shot Learning Segmentation
— Unverified Cross-heterogeneity Graph Few-shot Learning Aug 10, 2023 Few-Shot Learning Graph Neural Network
— Unverified Global in Local: A Convolutional Transformer for SAR ATR FSL Aug 10, 2023 Few-Shot Learning
— Unverified LLMeBench: A Flexible Framework for Accelerating LLMs Benchmarking Aug 9, 2023 Benchmarking Few-Shot Learning
Code Code Available 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 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 Cross-Modal Concept Learning and Inference for Vision-Language Models Jul 28, 2023 Domain Generalization Few-Shot Learning
— Unverified Distilled Feature Fields Enable Few-Shot Language-Guided Manipulation Jul 27, 2023 3D geometry Few-Shot Learning
Code Code Available Learning Multi-modal Representations by Watching Hundreds of Surgical Video Lectures Jul 27, 2023 Automatic Speech Recognition Contrastive 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 Self-supervised Few-shot Learning for Semantic Segmentation: An Annotation-free Approach Jul 26, 2023 Few-Shot Learning Few-Shot Semantic Segmentation
Code Code Available Sparse annotation strategies for segmentation of short axis cardiac MRI Jul 24, 2023 Data Augmentation Few-Shot Learning
— Unverified Wisdom of Instruction-Tuned Language Model Crowds. Exploring Model Label Variation Jul 24, 2023 Few-Shot Learning Hate Speech Detection
— 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 DialogStudio: Towards Richest and Most Diverse Unified Dataset Collection for Conversational AI Jul 19, 2023 Conversational Recommendation Diversity
Code Code Available Mutual Reinforcement Effects in Japanese Sentence Classification and Named Entity Recognition Tasks Jul 18, 2023 Classification Few-Shot Learning
— Unverified 