All You Need in Knowledge Distillation Is a Tailored Coordinate System Dec 12, 2024 All Few-Shot Learning
— Unverified Differentiable Entailment for Parameter Efficient Few Shot Learning Jan 31, 2023 Few-Shot Learning
— Unverified A comprehensive and easy-to-use multi-domain multi-task medical imaging meta-dataset (MedIMeta) Apr 24, 2024 Cross-Domain Few-Shot cross-domain few-shot learning
— Unverified From Natural Language to SQL: Review of LLM-based Text-to-SQL Systems Oct 1, 2024 Computational Efficiency Data Augmentation
— Unverified Hyperspectral Imaging-Based Grain Quality Assessment With Limited Labelled Data Nov 17, 2024 Classification Of Hyperspectral Images Few-Shot Learning
— Unverified Hyperspherical embedding for novel class classification Feb 5, 2021 Classification Few-Shot Learning
— Unverified CryoMAE: Few-Shot Cryo-EM Particle Picking with Masked Autoencoders Apr 15, 2024 3D Reconstruction Few-Shot Learning
— Unverified From Generation to Generalization: Emergent Few-Shot Learning in Video Diffusion Models Jun 8, 2025 ARC Few-Shot Learning
— Unverified Crowdsourcing with Meta-Workers: A New Way to Save the Budget Nov 7, 2021 Few-Shot Learning image-classification
— Unverified I Can Find You in Seconds! Leveraging Large Language Models for Code Authorship Attribution Jan 14, 2025 Adversarial Robustness Attribute
— Unverified Automatic detection of rare pathologies in fundus photographs using few-shot learning Jul 22, 2019 Few-Shot Learning One-Shot Learning
— Unverified ICDAR 2024 Competition on Few-Shot and Many-Shot Layout Segmentation of Ancient Manuscripts (SAM) Sep 11, 2024 Diversity Document Layout Analysis
— Unverified From Dataset to Real-world: General 3D Object Detection via Generalized Cross-domain Few-shot Learning Mar 8, 2025 3D Object Detection Autonomous Driving
— Unverified Identifying Fairness Issues in Automatically Generated Testing Content Apr 23, 2024 Fairness Few-Shot Learning
— Unverified Directed Variational Cross-encoder Network for Few-shot Multi-image Co-segmentation Oct 17, 2020 Decoder Few-Shot Learning
— Unverified Identity Document to Selfie Face Matching Across Adolescence Dec 20, 2019 Few-Shot Learning Triplet
— Unverified FrLove : Could a Frenchman rapidly identify Lovecraft? Jan 17, 2022 Cross-Domain Few-Shot cross-domain few-shot learning
— Unverified Few-shot Medical Image Segmentation via Cross-Reference Transformer Apr 19, 2023 Few-Shot Learning Image Segmentation
— Unverified Cross-Modulation Networks for Few-Shot Learning Dec 1, 2018 Few-Shot Learning
— Unverified iFuzzyTL: Interpretable Fuzzy Transfer Learning for SSVEP BCI System Oct 16, 2024 Domain Adaptation EEG
— Unverified Frequency Guidance Matters in Few-Shot Learning Jan 1, 2023 Few-Shot Learning Metric Learning
— Unverified Automatic Combination of Sample Selection Strategies for Few-Shot Learning Feb 5, 2024 Few-Shot Learning In-Context Learning
— Unverified ALLSH: Active Learning Guided by Local Sensitivity and Hardness May 10, 2022 Active Learning Few-Shot Learning
— Unverified It's About Time: Incorporating Temporality in Retrieval Augmented Language Models Jan 24, 2024 Few-Shot Learning Hallucination
— Unverified IMG2IMU: Translating Knowledge from Large-Scale Images to IMU Sensing Applications Sep 2, 2022 Contrastive Learning Diversity
— Unverified IUP: An Intelligent Utility Prediction Scheme for Solid-State Fermentation in 5G IoT Mar 28, 2021 Few-Shot Learning Prediction
— Unverified Impact of Aliasing on Generalization in Deep Convolutional Networks Aug 7, 2021 Data Augmentation Few-Shot Learning
— Unverified Impossible Triangle: What's Next for Pre-trained Language Models? Apr 13, 2022 Data Augmentation Few-Shot Learning
— Unverified Free-HeadGAN: Neural Talking Head Synthesis with Explicit Gaze Control Aug 3, 2022 Few-Shot Learning Gaze Estimation
— Unverified Improved Few-Shot Visual Classification Dec 7, 2019 Classification Few-Shot Image Classification
— Unverified Cross-Modal Mapping: Mitigating the Modality Gap for Few-Shot Image Classification Dec 28, 2024 Few-Shot Image Classification Few-Shot Learning
— Unverified Improvement Strategies for Few-Shot Learning in OCT Image Classification of Rare Retinal Diseases May 26, 2025 Few-Shot Learning image-classification
— Unverified Cross-Modal Learning for Chemistry Property Prediction: Large Language Models Meet Graph Machine Learning Aug 27, 2024 Few-Shot Learning Property Prediction
— Unverified Four Eyes Are Better Than Two: Harnessing the Collaborative Potential of Large Models via Differentiated Thinking and Complementary Ensembles May 22, 2025 EgoSchema Few-Shot Learning
— Unverified Automate Knowledge Concept Tagging on Math Questions with LLMs Mar 26, 2024 Few-Shot Learning Math
— Unverified Automated Human Cell Classification in Sparse Datasets using Few-Shot Learning Jul 27, 2021 Classification Few-Shot Learning
— Unverified FORML: A Riemannian Hessian-free Method for Meta-learning on Stiefel Manifolds Feb 28, 2024 Few-Shot Learning Meta-Learning
— Unverified FontTransformer: Few-shot High-resolution Chinese Glyph Image Synthesis via Stacked Transformers Oct 12, 2022 Few-Shot Learning Font Generation
— Unverified cross-modal knowledge enhancement mechanism for few-shot learning Jan 1, 2021 Few-Shot Learning Meta-Learning
— Unverified FoMo: A Foundation Model for Mobile Traffic Forecasting with Diffusion Model Oct 20, 2024 Contrastive Learning Few-Shot Learning
— Unverified Improving Few-Shot Learning using Composite Rotation based Auxiliary Task Jun 29, 2020 Classification Few-Shot Learning
— Unverified Cross-Modality Multi-Atlas Segmentation Using Deep Neural Networks Aug 15, 2020 Few-Shot Learning Image Registration
— Unverified FlipDA: Effective and Robust Data Augmentation for Few-Shot Learning Sep 17, 2021 Data Augmentation Few-Shot Learning
— Unverified Improving Few-Shot Performance of Language Models via Nearest Neighbor Calibration Dec 5, 2022 Few-Shot Learning Few-Shot Text Classification
— Unverified Cross-Modal Few-Shot Learning with Second-Order Neural Ordinary Differential Equations Dec 20, 2024 Few-Shot Learning Image Augmentation
— Unverified Enhancing Few-Shot Image Classification with Unlabelled Examples Jun 17, 2020 Classification Clustering
— Unverified Improving Few-Shot Visual Classification with Unlabelled Examples Sep 28, 2020 Classification Clustering
— Unverified Distributed Rule Vectors is A Key Mechanism in Large Language Models' In-Context Learning Jun 23, 2024 Few-Shot Learning In-Context Learning
— Unverified Distributionally Robust Weighted k-Nearest Neighbors Jun 7, 2020 Few-Shot Learning General Classification
— Unverified Cross-Modal Few-Shot Learning: a Generative Transfer Learning Framework Oct 14, 2024 Few-Shot Learning Transfer Learning
— Unverified 