MCML: A Novel Memory-based Contrastive Meta-Learning Method for Few Shot Slot Tagging Aug 26, 2021 Contrastive Learning Few-Shot Learning
— Unverified MDFL: A UNIFIED FRAMEWORK WITH META-DROPOUT FOR FEW-SHOT LEARNING Sep 29, 2021 Few-Shot Image Classification Few-Shot Learning
— Unverified MDFM: Multi-Decision Fusing Model for Few-Shot Learning Dec 1, 2021 Few-Shot Learning
— Unverified Measuring Sustainability Intention of ESG Fund Disclosure using Few-Shot Learning Jul 9, 2024 Few-Shot Learning Specificity
— Unverified Measuring the Effect of Causal Disentanglement on the Adversarial Robustness of Neural Network Models Aug 21, 2023 Adversarial Robustness Benchmarking
— Unverified Mechanistic Fine-tuning for In-context Learning May 20, 2025 Few-Shot Learning In-Context Learning
— Unverified Medical Coding with Biomedical Transformer Ensembles and Zero/Few-shot Learning May 1, 2022 Few-Shot Learning Retrieval
— Unverified MedSAGa: Few-shot Memory Efficient Medical Image Segmentation using Gradient Low-Rank Projection in SAM Jul 21, 2024 Few-Shot Learning GPU
— Unverified MELR: Meta-Learning via Modeling Episode-Level Relationships for Few-Shot Learning Jan 1, 2021 Few-Shot Learning Meta-Learning
— Unverified Membership Inference Attacks fueled by Few-Short Learning to detect privacy leakage tackling data integrity Mar 12, 2025 Deep Learning Few-Shot Learning
— Unverified Memory-Augmented Relation Network for Few-Shot Learning May 9, 2020 Few-Shot Learning Metric Learning
— Unverified Memory-Based Neighbourhood Embedding for Visual Recognition Aug 14, 2019 Few-Shot Learning Image Retrieval
— Unverified Memory Is All You Need: Testing How Model Memory Affects LLM Performance in Annotation Tasks Mar 6, 2025 All Few-Shot Learning
— Unverified MemREIN: Rein the Domain Shift for Cross-Domain Few-Shot Learning Sep 29, 2021 Contrastive Learning Cross-Domain Few-Shot
— Unverified MENTOR: Multilingual tExt detectioN TOward leaRning by analogy Mar 12, 2024 Few-Shot Learning Scene Text Detection
— Unverified MerA: Merging Pretrained Adapters For Few-Shot Learning Aug 30, 2023 Few-Shot Learning MRPC
— Unverified Message Passing Neural Processes Sep 29, 2020 Few-Shot Learning
— Unverified Meta Adaptation using Importance Weighted Demonstrations Nov 23, 2019 Diversity Few-Shot Learning
— Unverified Meta-Adapter: Parameter Efficient Few-Shot Learning through Meta-Learning Nov 16, 2021 Few-Shot Learning Meta-Learning
— Unverified Learning Meta Model for Zero- and Few-shot Face Anti-spoofing Apr 29, 2019 Face Anti-Spoofing Face Recognition
— Unverified Méta-apprentissage : classification de messages en catégories émotionnelles inconnues en entraînement (Meta-learning : Classifying Messages into Unseen Emotional Categories) Jun 1, 2021 Few-Shot Learning Meta-Learning
— Unverified Meta-Attack: Class-Agnostic and Model-Agnostic Physical Adversarial Attack Jan 1, 2021 Adversarial Attack Few-Shot Learning
— Unverified Metacognition-Enhanced Few-Shot Prompting With Positive Reinforcement Dec 14, 2023 Few-Shot Learning
— Unverified MetaConcept: Learn to Abstract via Concept Graph for Weakly-Supervised Few-Shot Learning Jul 5, 2020 Few-Shot Learning Meta-Learning
— Unverified Meta Cyclical Annealing Schedule: A Simple Approach to Avoiding Meta-Amortization Error Mar 4, 2020 Few-Shot Learning Meta-Learning
— Unverified Learning to Propagate for Graph Meta-Learning Sep 11, 2019 Dataset Generation Few-Shot Image Classification
Code Code Available Learning to Propagate Labels: Transductive Propagation Network for Few-shot Learning May 25, 2018 Few-Shot Image Classification Few-Shot Learning
Code Code Available Learning to Learn Variational Semantic Memory Oct 20, 2020 Few-Shot Learning General Knowledge
Code Code Available Bayesian Active Meta-Learning for Few Pilot Demodulation and Equalization Aug 2, 2021 Few-Shot Learning Meta-Learning
Code Code Available Learning to Learn Kernels with Variational Random Features Jun 11, 2020 Few-Shot Learning Meta-Learning
Code Code Available Enhancing Unsupervised Graph Few-shot Learning via Set Functions and Optimal Transport Jan 10, 2025 Few-Shot Learning
Code Code Available Enhancing Masked Time-Series Modeling via Dropping Patches Dec 19, 2024 Cross-Domain Few-Shot cross-domain few-shot learning
Code Code Available Learning to Learn By Self-Critique Dec 1, 2019 Few-Shot Learning Meta-Learning
Code Code Available End-to-end Generative Zero-shot Learning via Few-shot Learning Feb 8, 2021 Few-Shot Learning Zero-Shot Learning
Code Code Available Learning to learn via Self-Critique May 24, 2019 Few-Shot Image Classification Few-Shot Learning
Code Code Available Efficient Transfer Learning for Video-language Foundation Models Nov 18, 2024 Action Recognition Few-Shot Learning
Code Code Available A Statistical Model for Predicting Generalization in Few-Shot Classification Dec 13, 2022 Few-Shot Learning
Code Code Available Probing Predictions on OOD Images via Nearest Categories Nov 17, 2020 Adversarial Robustness Few-Shot Learning
Code Code Available 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 AI-Assisted Colonoscopy: Polyp Detection and Segmentation using Foundation Models Mar 31, 2025 Few-Shot Learning
Code Code Available Two Sides of Meta-Learning Evaluation: In vs. Out of Distribution Feb 23, 2021 Few-Shot Learning Learning Theory
Code Code Available Edge-labeling Graph Neural Network for Few-shot Learning May 4, 2019 Clustering Few-Shot Image Classification
Code Code Available Edge-Labeling based Directed Gated Graph Network for Few-shot Learning Jan 27, 2021 Few-Shot Learning
Code Code Available Learning to Forget for Meta-Learning Jun 13, 2019 Few-Shot Learning Meta-Learning
Code Code Available ClimateX: Do LLMs Accurately Assess Human Expert Confidence in Climate Statements? Nov 28, 2023 Few-Shot Learning Information Retrieval
Code Code Available Leveraging Bottom-Up and Top-Down Attention for Few-Shot Object Detection Jul 23, 2020 Few-Shot Learning Few-Shot Object Detection
Code Code Available Zero-shot Approach to Overcome Perturbation Sensitivity of Prompts May 25, 2023 Classification Few-Shot Learning
Code Code Available Learning to Find Common Objects Across Few Image Collections Apr 29, 2019 Few-Shot Learning Object
Code Code Available Prototype Propagation Networks (PPN) for Weakly-supervised Few-shot Learning on Category Graph May 10, 2019 Few-Shot Learning General Classification
Code Code Available Leveraging Large Language Models for Scalable Vector Graphics-Driven Image Understanding Jun 9, 2023 Few-Shot Learning image-classification
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