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— Unverified 0Impossible Triangle: What's Next for Pre-trained Language Models? Apr 13, 2022 Data Augmentation Few-Shot Learning
— Unverified 0Improving Instruct Models for Free: A Study on Partial Adaptation Apr 15, 2025 Few-Shot Learning In-Context Learning
— Unverified 0Dataset Bias in Few-shot Image Recognition Aug 18, 2020 Diversity Few-Shot Learning
— Unverified 0A 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 0Alpha MAML: Adaptive Model-Agnostic Meta-Learning May 17, 2019 Few-Shot Learning General Classification
— Unverified 0Data-Efficient Goal-Oriented Conversation with Dialogue Knowledge Transfer Networks Oct 3, 2019 Dialogue Generation Few-Shot Learning
— Unverified 0HyperTransformer: Attention-Based CNN Model Generation from Few Samples Sep 29, 2021 Few-Shot Learning
— Unverified 0VLM Agents Generate Their Own Memories: Distilling Experience into Embodied Programs of Thought Jun 20, 2024 Action Anticipation Continual Learning
— Unverified 0Generalization Bounds for Few-Shot Transfer Learning with Pretrained Classifiers Dec 23, 2022 Few-Shot Learning Generalization Bounds
— Unverified 0AutoWS: Automated Weak Supervision Framework for Text Classification Feb 7, 2023 Active Learning Classification
— Unverified 0Hyperspectral Imaging-Based Grain Quality Assessment With Limited Labelled Data Nov 17, 2024 Classification Of Hyperspectral Images Few-Shot Learning
— Unverified 0A Comprehensive Evaluation of Large Language Models on Mental Illnesses in Arabic Context Jan 12, 2025 Binary Classification Diagnostic
— Unverified 0GenCo: An Auxiliary Generator from Contrastive Learning for Enhanced Few-Shot Learning in Remote Sensing Jul 27, 2023 Contrastive Learning Earth Observation
— Unverified 0GeMQuAD : Generating Multilingual Question Answering Datasets from Large Language Models using Few Shot Learning Apr 14, 2024 Extractive Question-Answering Few-Shot Learning
— Unverified 0GDC- Generalized Distribution Calibration for Few-Shot Learning Apr 11, 2022 Few-Shot Learning
— Unverified 0Auto-view contrastive learning for few-shot image recognition Jan 1, 2021 Contrastive Learning Few-Shot Learning
— Unverified 0Hyperspherical embedding for novel class classification Feb 5, 2021 Classification Few-Shot Learning
— Unverified 0I Can Find You in Seconds! Leveraging Large Language Models for Code Authorship Attribution Jan 14, 2025 Adversarial Robustness Attribute
— Unverified 0Generalization of Fitness Exercise Recognition from Doppler Measurements by Domain-adaption and Few-Shot Learning Nov 20, 2023 Domain Adaptation Few-Shot Learning
— Unverified 0GCCN: Global Context Convolutional Network Oct 22, 2021 Few-Shot Image Classification Few-Shot Learning
— Unverified 0Generalized Cross-domain Multi-label Few-shot Learning for Chest X-rays Sep 8, 2023 Few-Shot Learning Meta-Learning
— Unverified 0A Versatile Framework for Analyzing Galaxy Image Data by Implanting Human-in-the-loop on a Large Vision Model May 17, 2024 Astronomy Few-Shot Learning
— Unverified 0DASECount: Domain-Agnostic Sample-Efficient Wireless Indoor Crowd Counting via Few-shot Learning Nov 18, 2022 Crowd Counting Few-Shot Learning
— Unverified 0Autosen: improving automatic wifi human sensing through cross-modal autoencoder Jan 8, 2024 Few-Shot Learning Self-Supervised Learning
— Unverified 0Generalized Reinforcement Meta Learning for Few-Shot Optimization May 4, 2020 Decoder Few-Shot Learning
— Unverified 0Generalized Sampling Method for Few Shot Learning Sep 29, 2021 Few-Shot Learning
— Unverified 0Gaussian Process Conditional Density Estimation Oct 30, 2018 Density Estimation Few-Shot Learning
— Unverified 0Adaptive 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 0Hyperbolic Uncertainty-Aware Few-Shot Incremental Point Cloud Segmentation Jan 1, 2025 class-incremental learning Class Incremental Learning
— Unverified 0f-VAEGAN-D2: A Feature Generating Framework for Any-Shot Learning Mar 25, 2019 Data Augmentation Few-Shot Learning
— Unverified 0Fuzzy Simplicial Networks: A Topology-Inspired Model to Improve Task Generalization in Few-shot Learning Sep 23, 2020 Few-Shot Learning
— Unverified 0DA-FDFtNet: Dual Attention Fake Detection Fine-tuning Network to Detect Various AI-Generated Fake Images Dec 22, 2021 Few-Shot Learning
— Unverified 0ALMA: Alignment with Minimal Annotation Dec 5, 2024 Few-Shot Learning Language Modeling
— Unverified 0Hyperbolic Dual Feature Augmentation for Open-Environment Jun 10, 2025 class-incremental learning Class Incremental Learning
— Unverified 0Hyperbolic vs Euclidean Embeddings in Few-Shot Learning: Two Sides of the Same Coin Sep 18, 2023 Few-Shot Learning Representation Learning
— Unverified 0FungiTastic: A multi-modal dataset and benchmark for image categorization Aug 24, 2024 Classification Few-Shot Learning
— Unverified 0Generating Synthetic Datasets for Few-shot Prompt Tuning Oct 8, 2024 Few-Shot Learning MRPC
— Unverified 0Function-words Enhanced Attention Networks for Few-Shot Inverse Relation Classification Apr 26, 2022 Few-Shot Learning Meta-Learning
— Unverified 0Decomposed Prototype Learning for Few-Shot Scene Graph Generation Mar 20, 2023 Few-Shot Learning Graph Generation
— Unverified 0Generative Adversarial Networks Based on Transformer Encoder and Convolution Block for Hyperspectral Image Classification Jul 16, 2022 Classification Classification Of Hyperspectral Images
— Unverified 0Generative 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 0Generative Pre-trained Autoregressive Diffusion Transformer May 12, 2025 Few-Shot Learning Video Generation
— Unverified 0CVOCSemRPL: 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 0Function Contrastive Learning of Transferable Meta-Representations Oct 14, 2020 Contrastive Learning Decoder
— Unverified 0Function Contrastive Learning of Transferable Representations Sep 28, 2020 Contrastive Learning Few-Shot Learning
— Unverified 0Bad Form: Comparing Context-Based and Form-Based Few-Shot Learning in Distributional Semantic Models Oct 1, 2019 Few-Shot Learning Form
— Unverified 0Automatic Validation of Textual Attribute Values in E-commerce Catalog by Learning with Limited Labeled Data Jun 15, 2020 Attribute Few-Shot Learning
— Unverified 0Fully Fine-tuned CLIP Models are Efficient Few-Shot Learners Jul 4, 2024 Domain Generalization Few-Shot Learning
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