Distilling Large Language Models for Network Active Queue Management Jan 28, 2025 Few-Shot Learning Management
— Unverified AdaSemSeg: An Adaptive Few-shot Semantic Segmentation of Seismic Facies Jan 28, 2025 Few-Shot Learning Few-Shot Semantic Segmentation
— Unverified One Head Eight Arms: Block Matrix based Low Rank Adaptation for CLIP-based Few-Shot Learning Jan 28, 2025 Few-Shot Learning GPU
— Unverified Closed-Form Feedback-Free Learning with Forward Projection Jan 27, 2025 Few-Shot Learning Form
Code Code Available SampleLLM: Optimizing Tabular Data Synthesis in Recommendations Jan 27, 2025 Few-Shot Learning Recommendation Systems
— Unverified Evaluating Data Influence in Meta Learning Jan 27, 2025 Bilevel Optimization Computational Efficiency
— Unverified Complementary Subspace Low-Rank Adaptation of Vision-Language Models for Few-Shot Classification Jan 25, 2025 Few-Shot Learning parameter-efficient fine-tuning
— Unverified Geometric Mean Improves Loss For Few-Shot Learning Jan 24, 2025 Few-Shot Image Classification Few-Shot Learning
— Unverified Evaluating and Improving Graph to Text Generation with Large Language Models Jan 24, 2025 Diversity Few-Shot Learning
Code Code Available A Zero-Shot LLM Framework for Automatic Assignment Grading in Higher Education Jan 24, 2025 Few-Shot Learning Language Modeling
Code Code Available CVOCSemRPL: Class-Variance Optimized Clustering, Semantic Information Injection and Restricted Pseudo Labeling based Improved Semi-Supervised Few-Shot Learning Jan 24, 2025 Clustering Few-Shot Learning
— Unverified Comprehensive Modeling and Question Answering of Cancer Clinical Practice Guidelines using LLMs Jan 23, 2025 Diagnostic Few-Shot Learning
— Unverified Towards Safer Social Media Platforms: Scalable and Performant Few-Shot Harmful Content Moderation Using Large Language Models Jan 23, 2025 Few-Shot Learning In-Context Learning
— Unverified Adaptive Few-Shot Learning (AFSL): Tackling Data Scarcity with Stability, Robustness, and Versatility Jan 23, 2025 Data Augmentation Domain Adaptation
— Unverified Text-driven Online Action Detection Jan 23, 2025 Action Detection Autonomous Driving
Code Code Available Patent Figure Classification using Large Vision-language Models Jan 22, 2025 Classification Few-Shot Learning
Code Code Available Adapting OpenAI's CLIP Model for Few-Shot Image Inspection in Manufacturing Quality Control: An Expository Case Study with Multiple Application Examples Jan 22, 2025 Few-Shot Learning image-classification
— Unverified MEDFORM: A Foundation Model for Contrastive Learning of CT Imaging and Clinical Numeric Data in Multi-Cancer Analysis Jan 22, 2025 Cancer Classification Computed Tomography (CT)
Code Code Available Zero-shot and Few-shot Learning with Instruction-following LLMs for Claim Matching in Automated Fact-checking Jan 18, 2025 Binary Classification Fact Checking
— Unverified ACE: Anatomically Consistent Embeddings in Composition and Decomposition Jan 17, 2025 Few-Shot Learning Image Cropping
Code Code Available Efficient Few-Shot Medical Image Analysis via Hierarchical Contrastive Vision-Language Learning Jan 16, 2025 Contrastive Learning Few-Shot Learning
— Unverified I Can Find You in Seconds! Leveraging Large Language Models for Code Authorship Attribution Jan 14, 2025 Adversarial Robustness Attribute
— Unverified An efficient approach to represent enterprise web application structure using Large Language Model in the service of Intelligent Quality Engineering Jan 12, 2025 Few-Shot Learning In-Context Learning
— Unverified A Comprehensive Evaluation of Large Language Models on Mental Illnesses in Arabic Context Jan 12, 2025 Binary Classification Diagnostic
— Unverified Enhancing Unsupervised Graph Few-shot Learning via Set Functions and Optimal Transport Jan 10, 2025 Few-Shot Learning
Code Code Available ActPC-Geom: Towards Scalable Online Neural-Symbolic Learning via Accelerating Active Predictive Coding with Information Geometry & Diverse Cognitive Mechanisms Jan 8, 2025 Few-Shot Learning
— Unverified Hidden Entity Detection from GitHub Leveraging Large Language Models Jan 8, 2025 Few-Shot Learning named-entity-recognition
Code Code Available RW-Net: Enhancing Few-Shot Point Cloud Classification with a Wavelet Transform Projection-based Network Jan 6, 2025 3D Object Classification Few-Shot Learning
— Unverified Online Meta-Learning Channel Autoencoder for Dynamic End-to-end Physical Layer Optimization Jan 3, 2025 Few-Shot Learning Meta-Learning
— Unverified Integrating Domain Knowledge into Large Language Models for Enhanced Fashion Recommendations Jan 3, 2025 Few-Shot Learning Language Modeling
— Unverified ValuesRAG: Enhancing Cultural Alignment Through Retrieval-Augmented Contextual Learning Jan 2, 2025 Fairness Few-Shot Learning
— Unverified State-of-the-art AI-based Learning Approaches for Deepfake Generation and Detection, Analyzing Opportunities, Threading through Pros, Cons, and Future Prospects Jan 2, 2025 Benchmarking Face Swapping
— Unverified MODA: Motion-Drift Augmentation for Inertial Human Motion Analysis Jan 1, 2025 Action Recognition Data Augmentation
— Unverified Text Augmented Correlation Transformer For Few-shot Classification & Segmentation Jan 1, 2025 Few-Shot Classification and Segmentation Few-Shot Learning
— Unverified Hyperbolic Uncertainty-Aware Few-Shot Incremental Point Cloud Segmentation Jan 1, 2025 class-incremental learning Class Incremental Learning
— Unverified A3: Few-shot Prompt Learning of Unlearnable Examples with Cross-Modal Adversarial Feature Alignment Jan 1, 2025 Few-Shot Learning Prompt Learning
— Unverified Adaptive Parameter Selection for Tuning Vision-Language Models Jan 1, 2025 Few-Shot Learning
— Unverified Cross-Modal Mapping: Mitigating the Modality Gap for Few-Shot Image Classification Dec 28, 2024 Few-Shot Image Classification Few-Shot Learning
— Unverified Reconstruction Target Matters in Masked Image Modeling for Cross-Domain Few-Shot Learning Dec 26, 2024 Cross-Domain Few-Shot cross-domain few-shot learning
— Unverified DeepCRCEval: Revisiting the Evaluation of Code Review Comment Generation Dec 24, 2024 Comment Generation Few-Shot Learning
— Unverified COBRA: COmBinatorial Retrieval Augmentation for Few-Shot Adaptation Dec 23, 2024 Diversity Few-Shot Learning
— Unverified UNEM: UNrolled Generalized EM for Transductive Few-Shot Learning Dec 21, 2024 Few-Shot Learning Few-Shot Learning - 4 shots
Code Code Available Task-Specific Preconditioner for Cross-Domain Few-Shot Learning Dec 20, 2024 Cross-Domain Few-Shot cross-domain few-shot learning
— Unverified LEARN: A Unified Framework for Multi-Task Domain Adapt Few-Shot Learning Dec 20, 2024 Domain Adaptation Few-Shot Learning
Code Code Available The Role of Recurrency in Image Segmentation for Noisy and Limited Sample Settings Dec 20, 2024 Few-Shot Learning Image Segmentation
— Unverified Cross-Modal Few-Shot Learning with Second-Order Neural Ordinary Differential Equations Dec 20, 2024 Few-Shot Learning Image Augmentation
— Unverified Enhancing Masked Time-Series Modeling via Dropping Patches Dec 19, 2024 Cross-Domain Few-Shot cross-domain few-shot learning
Code Code Available Adaptive Prompt Tuning: Vision Guided Prompt Tuning with Cross-Attention for Fine-Grained Few-Shot Learning Dec 19, 2024 Few-Shot Learning Visual Prompt Tuning
— Unverified Aspect-Based Few-Shot Learning Dec 17, 2024 Few-Shot Learning
— Unverified NAVCON: A Cognitively Inspired and Linguistically Grounded Corpus for Vision and Language Navigation Dec 17, 2024 Few-Shot Learning Vision and Language Navigation
— Unverified 