Episodic fine-tuning prototypical networks for optimization-based few-shot learning: Application to audio classification Oct 4, 2024 Audio Classification Few-Shot Audio Classification
Code Code Available Adaptive Masking Enhances Visual Grounding Oct 4, 2024 Few-Shot Learning Visual Grounding
Code Code Available CalliffusionV2: Personalized Natural Calligraphy Generation with Flexible Multi-modal Control Oct 3, 2024 Few-Shot Learning
— Unverified SAFLEX: Self-Adaptive Augmentation via Feature Label Extrapolation Oct 3, 2024 Bilevel Optimization Data Augmentation
— Unverified Unsupervised Meta-Learning via Dynamic Head and Heterogeneous Task Construction for Few-Shot Classification Oct 3, 2024 Few-Shot Learning Meta-Learning
Code Code Available Towards a vision foundation model for comprehensive assessment of Cardiac MRI Oct 2, 2024 Few-Shot Learning
— Unverified Auto-Demo Prompting: Leveraging Generated Outputs as Demonstrations for Enhanced Batch Prompting Oct 2, 2024 Computational Efficiency Few-Shot Learning
— Unverified From Natural Language to SQL: Review of LLM-based Text-to-SQL Systems Oct 1, 2024 Computational Efficiency Data Augmentation
— Unverified Intelligent Repetition Counting for Unseen Exercises: A Few-Shot Learning Approach with Sensor Signals Oct 1, 2024 Few-Shot Learning Triplet
— Unverified Classification of Radiological Text in Small and Imbalanced Datasets in a Non-English Language Sep 30, 2024 Few-Shot Learning Sentence
Code Code Available Evaluating the fairness of task-adaptive pretraining on unlabeled test data before few-shot text classification Sep 30, 2024 Fairness Few-Shot Learning
Code Code Available Reference Trustable Decoding: A Training-Free Augmentation Paradigm for Large Language Models Sep 30, 2024 Few-Shot Learning In-Context Learning
Code Code Available Beyond Scores: A Modular RAG-Based System for Automatic Short Answer Scoring with Feedback Sep 30, 2024 Few-Shot Learning Prompt Engineering
Code Code Available FAST: A Dual-tier Few-Shot Learning Paradigm for Whole Slide Image Classification Sep 29, 2024 Classification Few-Shot Learning
Code Code Available Transforming Scholarly Landscapes: Influence of Large Language Models on Academic Fields beyond Computer Science Sep 29, 2024 Few-Shot Learning
Code Code Available PALM: Few-Shot Prompt Learning for Audio Language Models Sep 29, 2024 Few-Shot Learning Prompt Learning
— Unverified Model X-Ray: Detection of Hidden Malware in AI Model Weights using Few Shot Learning Sep 28, 2024 Few-Shot Learning model
— Unverified Packet Inspection Transformer: A Self-Supervised Journey to Unseen Malware Detection with Few Samples Sep 26, 2024 Few-Shot Learning Malware Detection
— Unverified RmGPT: Rotating Machinery Generative Pretrained Model Sep 26, 2024 Few-Shot Learning model
— Unverified PeerArg: Argumentative Peer Review with LLMs Sep 25, 2024 Decision Making Few-Shot Learning
— Unverified A Few Hypocrites: Few-Shot Learning and Subtype Definitions for Detecting Hypocrisy Accusations in Online Climate Change Debates Sep 25, 2024 Few-Shot Learning In-Context Learning
— Unverified Block Expanded DINORET: Adapting Natural Domain Foundation Models for Retinal Imaging Without Catastrophic Forgetting Sep 25, 2024 Diagnostic Domain Adaptation
— Unverified Disentangling Questions from Query Generation for Task-Adaptive Retrieval Sep 25, 2024 Few-Shot Learning Information Retrieval
— Unverified EvoFA: Evolvable Fast Adaptation for EEG Emotion Recognition Sep 24, 2024 Domain Adaptation EEG
— Unverified Effectiveness of Cross-linguistic Extraction of Genetic Information using Generative Large Language Models Sep 24, 2024 Cross-Lingual NER Few-Shot Learning
Code Code Available Hierarchical end-to-end autonomous navigation through few-shot waypoint detection Sep 23, 2024 Autonomous Navigation Few-Shot Learning
— Unverified Privacy Policy Analysis through Prompt Engineering for LLMs Sep 23, 2024 Few-Shot Learning Prompt Engineering
— Unverified Generative AI Is Not Ready for Clinical Use in Patient Education for Lower Back Pain Patients, Even With Retrieval-Augmented Generation Sep 23, 2024 Few-Shot Learning RAG
— Unverified A Feature Generator for Few-Shot Learning Sep 21, 2024 Few-Shot Learning
Code Code Available A Distribution-Aware Flow-Matching for Generating Unstructured Data for Few-Shot Reinforcement Learning Sep 21, 2024 Few-Shot Learning Reinforcement Learning (RL)
— Unverified E-Sort: Empowering End-to-end Neural Network for Multi-channel Spike Sorting with Transfer Learning and Fast Post-processing Sep 19, 2024 Few-Shot Learning Spike Sorting
Code Code Available Are Large Language Models Good Essay Graders? Sep 19, 2024 Automated Essay Scoring Few-Shot Learning
— Unverified Across-Game Engagement Modelling via Few-Shot Learning Sep 19, 2024 Few-Shot Learning
— Unverified Few-Shot Learning Approach on Tuberculosis Classification Based on Chest X-Ray Images Sep 18, 2024 Classification Few-Shot Learning
— Unverified Few-Shot Class-Incremental Learning with Non-IID Decentralized Data Sep 18, 2024 class-incremental learning Class Incremental Learning
— Unverified Efficacy of Synthetic Data as a Benchmark Sep 18, 2024 Benchmarking Few-Shot Learning
— Unverified Mixture of Prompt Learning for Vision Language Models Sep 18, 2024 Domain Generalization Few-Shot Learning
— Unverified LC-Protonets: Multi-Label Few-Shot Learning for World Music Audio Tagging Sep 17, 2024 Audio Tagging Few-Shot Learning
Code Code Available FSL-HDnn: A 5.7 TOPS/W End-to-end Few-shot Learning Classifier Accelerator with Feature Extraction and Hyperdimensional Computing Sep 17, 2024 Clustering Few-Shot Learning
— Unverified Reasoning Graph Enhanced Exemplars Retrieval for In-Context Learning Sep 17, 2024 Few-Shot Learning In-Context Learning
Code Code Available Towards Novel Malicious Packet Recognition: A Few-Shot Learning Approach Sep 17, 2024 Few-Shot Learning Language Modelling
— Unverified Frequency-Guided Masking for Enhanced Vision Self-Supervised Learning Sep 16, 2024 Few-Shot Learning image-classification
Code Code Available Reading ability detection using eye-tracking data with LSTM-based few-shot learning Sep 13, 2024 Few-Shot Learning Prediction
Code Code Available Towards a graph-based foundation model for network traffic analysis Sep 12, 2024 Few-Shot Learning Intrusion Detection
— Unverified Efficient and Reliable Vector Similarity Search Using Asymmetric Encoding with NAND-Flash for Many-Class Few-Shot Learning Sep 12, 2024 Few-Shot Learning Quantization
— Unverified Music auto-tagging in the long tail: A few-shot approach Sep 12, 2024 Few-Shot Learning Music Auto-Tagging
— Unverified ICDAR 2024 Competition on Few-Shot and Many-Shot Layout Segmentation of Ancient Manuscripts (SAM) Sep 11, 2024 Diversity Document Layout Analysis
— Unverified Automated Data Augmentation for Few-Shot Time Series Forecasting: A Reinforcement Learning Approach Guided by a Model Zoo Sep 10, 2024 Data Augmentation Diversity
— Unverified Few-Shot Learning: Expanding ID Cards Presentation Attack Detection to Unknown ID Countries Sep 10, 2024 Few-Shot Learning Meta-Learning
— Unverified Proto-OOD: Enhancing OOD Object Detection with Prototype Feature Similarity Sep 9, 2024 Few-Shot Learning object-detection
— Unverified 