EVA-X: A Foundation Model for General Chest X-ray Analysis with Self-supervised Learning May 8, 2024 Few-Shot Learning Self-Supervised Learning
Code Code Available DrugLLM: Open Large Language Model for Few-shot Molecule Generation May 7, 2024 Drug Design Drug Discovery
— Unverified Intra-task Mutual Attention based Vision Transformer for Few-Shot Learning May 6, 2024 Few-Shot Learning Meta-Learning
— Unverified Multi-Agent RL-Based Industrial AIGC Service Offloading over Wireless Edge Networks May 5, 2024 Few-Shot Learning Multi-agent Reinforcement Learning
— Unverified Enhancing News Summarization with ELearnFit through Efficient In-Context Learning and Efficient Fine-Tuning May 4, 2024 Articles Few-Shot Learning
— Unverified Open-SQL Framework: Enhancing Text-to-SQL on Open-source Large Language Models May 4, 2024 Few-Shot Learning Text to SQL
— Unverified A Survey of Few-Shot Learning for Biomedical Time Series May 3, 2024 Few-Shot Learning Time Series
— Unverified UniGen: Universal Domain Generalization for Sentiment Classification via Zero-shot Dataset Generation May 2, 2024 Dataset Generation Domain Generalization
Code Code Available A separability-based approach to quantifying generalization: which layer is best? May 2, 2024 Domain Adaptation Domain Generalization
Code Code Available Accelerating Convergence in Bayesian Few-Shot Classification May 2, 2024 Classification Few-Shot Learning
Code Code Available Exploring Self-Supervised Vision Transformers for Deepfake Detection: A Comparative Analysis May 1, 2024 DeepFake Detection Face Swapping
Code Code Available Variational Neuron Shifting for Few-Shot Image Classification Across Domains May 1, 2024 Bayesian Inference Few-Shot Image Classification
— Unverified StablePT: Towards Stable Prompting for Few-shot Learning via Input Separation Apr 30, 2024 Contrastive Learning Few-Shot Learning
Code Code Available PEFSL: A deployment Pipeline for Embedded Few-Shot Learning on a FPGA SoC Apr 30, 2024 Few-Shot Learning
— Unverified PEVA-Net: Prompt-Enhanced View Aggregation Network for Zero/Few-Shot Multi-View 3D Shape Recognition Apr 30, 2024 3D Shape Recognition Few-Shot Learning
— Unverified Ta-Adapter: Enhancing few-shot CLIP with task-aware encoders Apr 29, 2024 Few-Shot Learning image-classification
— Unverified Certification of Speaker Recognition Models to Additive Perturbations Apr 29, 2024 Few-Shot Learning Speaker Recognition
Code Code Available Evaluation of Few-Shot Learning for Classification Tasks in the Polish Language Apr 27, 2024 Few-Shot Learning In-Context Learning
— Unverified Meta In-Context Learning Makes Large Language Models Better Zero and Few-Shot Relation Extractors Apr 27, 2024 Few-Shot Learning In-Context Learning
— Unverified Empowering Large Language Models for Textual Data Augmentation Apr 26, 2024 Data Augmentation Diversity
— Unverified Meta-Transfer Derm-Diagnosis: Exploring Few-Shot Learning and Transfer Learning for Skin Disease Classification in Long-Tail Distribution Apr 25, 2024 Data Augmentation Few-Shot Learning
— Unverified Beyond Deepfake Images: Detecting AI-Generated Videos Apr 24, 2024 Face Swapping Few-Shot Learning
— Unverified A comprehensive and easy-to-use multi-domain multi-task medical imaging meta-dataset (MedIMeta) Apr 24, 2024 Cross-Domain Few-Shot cross-domain few-shot learning
— Unverified Graph Machine Learning in the Era of Large Language Models (LLMs) Apr 23, 2024 Few-Shot Learning Knowledge Graphs
— Unverified Identifying Fairness Issues in Automatically Generated Testing Content Apr 23, 2024 Fairness Few-Shot Learning
— Unverified Text-dependent Speaker Verification (TdSV) Challenge 2024: Challenge Evaluation Plan Apr 20, 2024 Few-Shot Learning Multi-Task Learning
— Unverified Stance Detection on Social Media with Fine-Tuned Large Language Models Apr 18, 2024 Few-Shot Learning Stance Detection
— Unverified Many-Shot In-Context Learning Apr 17, 2024 Few-Shot Learning In-Context Learning
— Unverified CryoMAE: Few-Shot Cryo-EM Particle Picking with Masked Autoencoders Apr 15, 2024 3D Reconstruction Few-Shot Learning
— Unverified Improving Recall of Large Language Models: A Model Collaboration Approach for Relational Triple Extraction Apr 15, 2024 Few-Shot Learning
— Unverified Conditional Prototype Rectification Prompt Learning Apr 15, 2024 Few-Shot Learning Prompt Learning
Code Code Available GeMQuAD : Generating Multilingual Question Answering Datasets from Large Language Models using Few Shot Learning Apr 14, 2024 Extractive Question-Answering Few-Shot Learning
— Unverified PM2: A New Prompting Multi-modal Model Paradigm for Few-shot Medical Image Classification Apr 13, 2024 Classification Few-Shot Learning
— Unverified Navigating the Landscape of Large Language Models: A Comprehensive Review and Analysis of Paradigms and Fine-Tuning Strategies Apr 13, 2024 Few-Shot Learning Knowledge Distillation
Code Code Available ChatGPT and general-purpose AI count fruits in pictures surprisingly well Apr 12, 2024 Deep Learning Few-Shot Learning
— Unverified Sketch-Plan-Generalize: Learning and Planning with Neuro-Symbolic Programmatic Representations for Inductive Spatial Concepts Apr 11, 2024 Code Generation continual few-shot learning
— Unverified Using Few-Shot Learning to Classify Primary Lung Cancer and Other Malignancy with Lung Metastasis in Cytological Imaging via Endobronchial Ultrasound Procedures Apr 9, 2024 Contrastive Learning Few-Shot Learning
— Unverified Few-Shot Object Detection: Research Advances and Challenges Apr 7, 2024 Few-Shot Learning Few-Shot Object Detection
— Unverified Robust Few-Shot Ensemble Learning with Focal Diversity-Based Pruning Apr 5, 2024 Diversity Ensemble Learning
Code Code Available Negatives Make A Positive: An Embarrassingly Simple Approach to Semi-Supervised Few-Shot Learning Apr 4, 2024 Few-Shot Learning Pseudo Label
— Unverified SSwsrNet: A Semi-Supervised Few-Shot Learning Framework for Wireless Signal Recognition Apr 3, 2024 Classification Few-Shot Learning
— Unverified Non-negative Subspace Feature Representation for Few-shot Learning in Medical Imaging Apr 3, 2024 Attribute Dimensionality Reduction
— Unverified Class-Incremental Few-Shot Event Detection Apr 2, 2024 Event Detection Few-Shot Learning
— Unverified Is Meta-training Really Necessary for Molecular Few-Shot Learning ? Apr 2, 2024 Drug Discovery Few-Shot Learning
— Unverified Small Language Models Learn Enhanced Reasoning Skills from Medical Textbooks Mar 30, 2024 Few-Shot Learning Instruction Following
— Unverified MFORT-QA: Multi-hop Few-shot Open Rich Table Question Answering Mar 28, 2024 Few-Shot Learning Question Answering
— Unverified Cross-System Categorization of Abnormal Traces in Microservice-Based Systems via Meta-Learning Mar 27, 2024 Anomaly Detection Classification
— Unverified Real Acoustic Fields: An Audio-Visual Room Acoustics Dataset and Benchmark Mar 27, 2024 Few-Shot Learning Pose Tracking
— Unverified PLOT-TAL -- Prompt Learning with Optimal Transport for Few-Shot Temporal Action Localization Mar 27, 2024 Action Localization Diversity
— Unverified Boosting Few-Shot Learning with Disentangled Self-Supervised Learning and Meta-Learning for Medical Image Classification Mar 26, 2024 Few-Shot Learning image-classification
— Unverified 