ECKPN: Explicit Class Knowledge Propagation Network for Transductive Few-shot Learning Jun 16, 2021 Few-Shot Learning
— Unverified 0Bridging Modalities: Enhancing Cross-Modality Hate Speech Detection with Few-Shot In-Context Learning Oct 8, 2024 Few-Shot Learning Hate Speech Detection
— Unverified 0From Dataset to Real-world: General 3D Object Detection via Generalized Cross-domain Few-shot Learning Mar 8, 2025 3D Object Detection Autonomous Driving
— Unverified 0EasyNLP: A Comprehensive and Easy-to-use Toolkit for Natural Language Processing Apr 30, 2022 Few-Shot Learning Knowledge Distillation
— Unverified 0Brain-inspired global-local learning incorporated with neuromorphic computing Jun 5, 2020 Continual Learning Few-Shot Learning
— Unverified 0Early-Stopping for Meta-Learning: Estimating Generalization from the Activation Dynamics Sep 29, 2021 Few-Shot Learning Meta-Learning
— Unverified 0Dynamic Memory Induction Networks for Few-Shot Text Classification May 12, 2020 Classification Few-Shot Learning
— Unverified 0Dynamic Input Structure and Network Assembly for Few-Shot Learning Aug 22, 2017 Few-Shot Learning
— Unverified 0Advancing Video Anomaly Detection: A Concise Review and a New Dataset Feb 7, 2024 Anomaly Detection Diversity
— Unverified 0Frequency Guidance Matters in Few-Shot Learning Jan 1, 2023 Few-Shot Learning Metric Learning
— Unverified 0Dynamic Few-Shot Learning for Knowledge Graph Question Answering Jul 1, 2024 Few-Shot Learning Graph Question Answering
— Unverified 0Dynamic Context-Aware Prompt Recommendation for Domain-Specific AI Applications Jun 25, 2025 Few-Shot Learning
— Unverified 0Language Models are Few-shot Learners for Prognostic Prediction Feb 24, 2023 Few-Shot Learning Prediction
— Unverified 0FrLove : Could a Frenchman rapidly identify Lovecraft? Jan 17, 2022 Cross-Domain Few-Shot cross-domain few-shot learning
— Unverified 0From Generation to Generalization: Emergent Few-Shot Learning in Video Diffusion Models Jun 8, 2025 ARC Few-Shot Learning
— Unverified 0From User Preferences to Optimization Constraints Using Large Language Models Mar 27, 2025 Few-Shot Learning
— Unverified 0Fully Fine-tuned CLIP Models are Efficient Few-Shot Learners Jul 4, 2024 Domain Generalization Few-Shot Learning
— Unverified 0Generating Synthetic Datasets for Few-shot Prompt Tuning Oct 8, 2024 Few-Shot Learning MRPC
— Unverified 0HMSN: Hyperbolic Self-Supervised Learning by Clustering with Ideal Prototypes May 18, 2023 Clustering Few-Shot Learning
— Unverified 0Dynamic Conditional Networks for Few-Shot Learning Sep 1, 2018 Face Generation Few-Shot Learning
— Unverified 0Boosting Transductive Few-Shot Fine-Tuning With Margin-Based Uncertainty Weighting and Probability Regularization Jan 1, 2023 Few-Shot Learning
— Unverified 0Advances in MetaDL: AAAI 2021 challenge and workshop Feb 1, 2022 Few-Shot Learning
— Unverified 0Dual Context-Guided Continuous Prompt Tuning for Few-Shot Learning May 1, 2022 Few-Shot Learning
— Unverified 0Dual-channel Prototype Network for few-shot Classification of Pathological Images Nov 14, 2023 Classification Diagnostic
— Unverified 0FlipDA: Effective and Robust Data Augmentation for Few-Shot Learning Sep 17, 2021 Data Augmentation Few-Shot Learning
— Unverified 0Dual Adversarial Alignment for Realistic Support-Query Shift Few-shot Learning Sep 5, 2023 Few-Shot Learning
— Unverified 0Boosting Supervision with Self-Supervision for Few-shot Learning Jun 17, 2019 Few-Shot Learning Self-Supervised Learning
— Unverified 0DrugLLM: Open Large Language Model for Few-shot Molecule Generation May 7, 2024 Drug Design Drug Discovery
— Unverified 0Dropping Networks for Transfer Learning Apr 23, 2018 Few-Shot Learning Natural Language Inference
— Unverified 0An Enhanced Privacy-preserving Federated Few-shot Learning Framework for Respiratory Disease Diagnosis Jul 10, 2025 Diagnostic Few-Shot Learning
— Unverified 0Boosting Meta-Training with Base Class Information for Few-Shot Learning Mar 6, 2024 Few-Shot Learning Meta-Learning
— Unverified 0Flexibly Scaling Large Language Models Contexts Through Extensible Tokenization Jan 15, 2024 Few-Shot Learning Language Modeling
— Unverified 0An Empirical Study of Batch Normalization and Group Normalization in Conditional Computation Jul 31, 2019 Conditional Image Generation Few-Shot Learning
— Unverified 0Fewer is More: Boosting LLM Reasoning with Reinforced Context Pruning Dec 14, 2023 Arithmetic Reasoning Few-Shot Learning
— Unverified 0Probing Few-Shot Generalization with Attributes Dec 10, 2020 Attribute Few-Shot Learning
— Unverified 0Do Prompt-Based Models Really Understand the Meaning of Their Prompts? Jan 16, 2022 Few-Shot Learning Natural Language Inference
— Unverified 0Advance Fake Video Detection via Vision Transformers Apr 29, 2025 Fake Image Detection Few-Shot Learning
— Unverified 0Across-Game Engagement Modelling via Few-Shot Learning Sep 19, 2024 Few-Shot Learning
— Unverified 0Doodle Your Keypoints: Sketch-Based Few-Shot Keypoint Detection Jul 10, 2025 Domain Adaptation Few-Shot Learning
— Unverified 0Domain-invariant Prototypes for Semantic Segmentation Aug 12, 2022 Domain Adaptation Few-Shot Learning
— Unverified 0Knowledgeable In-Context Tuning: Exploring and Exploiting Factual Knowledge for In-Context Learning Sep 26, 2023 Few-Shot Learning In-Context Learning
— Unverified 0Flexible and Scalable Deep Dendritic Spiking Neural Networks with Multiple Nonlinear Branching Dec 9, 2024 Few-Shot Learning GPU
— Unverified 0FoMo: A Foundation Model for Mobile Traffic Forecasting with Diffusion Model Oct 20, 2024 Contrastive Learning Few-Shot Learning
— Unverified 0Domain-Aware Few-Shot Learning for Optical Coherence Tomography Noise Reduction Jun 13, 2023 Computational Efficiency Few-Shot Learning
— Unverified 0Boosting Few-Shot Learning with Disentangled Self-Supervised Learning and Meta-Learning for Medical Image Classification Mar 26, 2024 Few-Shot Learning image-classification
— Unverified 0Domain Agnostic Few-shot Learning for Speaker Verification Jun 28, 2022 Domain Generalization Few-Shot Learning
— Unverified 0Domain Agnostic Few-Shot Learning For Document Intelligence Oct 29, 2021 Classification Cross-Domain Few-Shot
— Unverified 0A Distribution-Aware Flow-Matching for Generating Unstructured Data for Few-Shot Reinforcement Learning Sep 21, 2024 Few-Shot Learning Reinforcement Learning (RL)
— Unverified 0Boosting Few-Shot Learning With Adaptive Margin Loss May 28, 2020 Few-Shot Image Classification Few-Shot Learning
— Unverified 0Domain Adaptation for Learning Generator from Paired Few-Shot Data Feb 25, 2021 Diversity Domain Adaptation
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