Communication-Efficient and Privacy-Preserving Decentralized Meta-Learning Jun 19, 2024 All Few-Shot Learning
— Unverified Using Multimodal Large Language Models for Automated Detection of Traffic Safety Critical Events Jun 19, 2024 Few-Shot Learning Zero-Shot Learning
— Unverified IntCoOp: Interpretability-Aware Vision-Language Prompt Tuning Jun 19, 2024 Attribute Few-Shot Learning
— Unverified VIRL: Volume-Informed Representation Learning towards Few-shot Manufacturability Estimation Jun 18, 2024 Few-Shot Learning Representation Learning
Code Code Available Mining Open Semantics from CLIP: A Relation Transition Perspective for Few-Shot Learning Jun 17, 2024 Few-Shot Learning Relation
— Unverified AnyTrans: Translate AnyText in the Image with Large Scale Models Jun 17, 2024 Few-Shot Learning Translation
— Unverified Few-Shot Recognition via Stage-Wise Retrieval-Augmented Finetuning Jun 17, 2024 Few-Shot Learning Retrieval
Code Code Available COOL: Comprehensive Knowledge Enhanced Prompt Learning for Domain Adaptive Few-shot Fake News Detection Jun 16, 2024 Fake News Detection Few-Shot Learning
— Unverified RAEmoLLM: Retrieval Augmented LLMs for Cross-Domain Misinformation Detection Using In-Context Learning based on Emotional Information Jun 16, 2024 Few-Shot Learning In-Context Learning
Code Code Available Self-Supervised and Few-Shot Learning for Robust Bioaerosol Monitoring Jun 14, 2024 Few-Shot Learning Self-Supervised Learning
— Unverified mOSCAR: A Large-scale Multilingual and Multimodal Document-level Corpus Jun 13, 2024 Few-Shot Learning In-Context Learning
— Unverified Meta-Learning Neural Procedural Biases Jun 12, 2024 Few-Shot Learning Meta-Learning
— Unverified Bilingual Sexism Classification: Fine-Tuned XLM-RoBERTa and GPT-3.5 Few-Shot Learning Jun 11, 2024 Few-Shot Learning Task 2
— Unverified Text2VP: Generative AI for Visual Programming and Parametric Modeling Jun 9, 2024 Few-Shot Learning
— Unverified Anomaly Multi-classification in Industrial Scenarios: Transferring Few-shot Learning to a New Task Jun 9, 2024 Contrastive Learning Few-Shot Learning
Code Code Available Few-Shot Load Forecasting Under Data Scarcity in Smart Grids: A Meta-Learning Approach Jun 9, 2024 Fairness Few-Shot Learning
— Unverified MaTableGPT: GPT-based Table Data Extractor from Materials Science Literature Jun 8, 2024 Few-Shot Learning
— Unverified MSAGPT: Neural Prompting Protein Structure Prediction via MSA Generative Pre-Training Jun 8, 2024 Few-Shot Learning Multiple Sequence Alignment
Code Code Available FlamePINN-1D: Physics-informed neural networks to solve forward and inverse problems of 1D laminar flames Jun 7, 2024 Few-Shot Learning
Code Code Available Low-Resource Cross-Lingual Summarization through Few-Shot Learning with Large Language Models Jun 7, 2024 Few-Shot Learning Transfer Learning
— Unverified LLM-Enhanced Bayesian Optimization for Efficient Analog Layout Constraint Generation Jun 7, 2024 Bayesian Optimization Few-Shot Learning
Code Code Available LinkGPT: Teaching Large Language Models To Predict Missing Links Jun 7, 2024 Few-Shot Learning Link Prediction
Code Code Available Graph Mining under Data scarcity Jun 7, 2024 Classification Few-Shot Learning
— Unverified LLM-based Rewriting of Inappropriate Argumentation using Reinforcement Learning from Machine Feedback Jun 5, 2024 Few-Shot Learning Language Modeling
Code Code Available Visual-Text Cross Alignment: Refining the Similarity Score in Vision-Language Models Jun 5, 2024 Few-Shot Learning Language Modeling
Code Code Available Self-Supervised Skeleton-Based Action Representation Learning: A Benchmark and Beyond Jun 5, 2024 Action Recognition Action Understanding
Code Code Available Strengthening Network Intrusion Detection in IoT Environments with Self-Supervised Learning and Few Shot Learning Jun 4, 2024 Few-Shot Learning Intrusion Detection
— Unverified Detecting Endangered Marine Species in Autonomous Underwater Vehicle Imagery Using Point Annotations and Few-Shot Learning Jun 4, 2024 Few-Shot Learning object-detection
— Unverified Enhancing Trust in LLMs: Algorithms for Comparing and Interpreting LLMs Jun 4, 2024 Benchmarking Fairness
— Unverified Understanding the Cross-Domain Capabilities of Video-Based Few-Shot Action Recognition Models Jun 3, 2024 Action Recognition Cross-Domain Few-Shot
— Unverified Boosting Vision-Language Models with Transduction Jun 3, 2024 Few-Shot Learning Transductive Learning
Code Code Available animal2vec and MeerKAT: A self-supervised transformer for rare-event raw audio input and a large-scale reference dataset for bioacoustics Jun 3, 2024 Audio Classification Benchmarking
Code Code Available Applying Fine-Tuned LLMs for Reducing Data Needs in Load Profile Analysis Jun 2, 2024 Few-Shot Learning Prompt Engineering
— Unverified Wav2Prompt: End-to-End Speech Prompt Generation and Tuning For LLM in Zero and Few-shot Learning Jun 1, 2024 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Large Language Models: A New Approach for Privacy Policy Analysis at Scale May 31, 2024 Few-Shot Learning
— Unverified Multimodal Cross-Domain Few-Shot Learning for Egocentric Action Recognition May 30, 2024 Action Recognition Cross-Domain Few-Shot
— Unverified Few-shot fault diagnosis based on multi-scale graph convolution filtering for industry May 30, 2024 Fault Diagnosis Few-Shot Learning
— Unverified On the Limits of Multi-modal Meta-Learning with Auxiliary Task Modulation Using Conditional Batch Normalization May 29, 2024 Few-Shot Learning Meta-Learning
— Unverified Learning Human-Aligned Representations with Contrastive Learning and Generative Similarity May 29, 2024 Contrastive Learning Few-Shot Learning
— Unverified Mashee at SemEval-2024 Task 8: The Impact of Samples Quality on the Performance of In-Context Learning for Machine Text Classification May 28, 2024 Few-Shot Learning In-Context Learning
— Unverified Low-Rank Few-Shot Adaptation of Vision-Language Models May 28, 2024 Few-Shot Learning parameter-efficient fine-tuning
Code Code Available RAGSys: Item-Cold-Start Recommender as RAG System May 27, 2024 Diversity Few-Shot Learning
— Unverified On Understanding Attention-Based In-Context Learning for Categorical Data May 27, 2024 Few-Shot Learning image-classification
— Unverified THREAD: Thinking Deeper with Recursive Spawning May 27, 2024 Few-Shot Learning Question Answering
Code Code Available Exploring the LLM Journey from Cognition to Expression with Linear Representations May 27, 2024 Few-Shot Learning
— Unverified TEII: Think, Explain, Interact and Iterate with Large Language Models to Solve Cross-lingual Emotion Detection May 27, 2024 Few-Shot Learning Language Modeling
Code Code Available Compressing Lengthy Context With UltraGist May 26, 2024 Few-Shot Learning
Code Code Available Magnetic Resonance Image Processing Transformer for General Accelerated Image Reconstruction May 23, 2024 Anatomy Deep Learning
— Unverified AnomalyDINO: Boosting Patch-based Few-shot Anomaly Detection with DINOv2 May 23, 2024 Anomaly Detection Anomaly Segmentation
Code Code Available What Makes Good Few-shot Examples for Vision-Language Models? May 22, 2024 Active Learning Few-Shot Learning
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