| Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks | Mar 9, 2017 | Category-Agnostic Pose EstimationFew-Shot Image Classification | CodeCode Available | 1 |
| Typilus: Neural Type Hints | Apr 6, 2020 | Graph Neural NetworkOne-Shot Learning | CodeCode Available | 1 |
| One-Shot Instance Segmentation | Nov 28, 2018 | Few-Shot LearningFew-Shot Object Detection | CodeCode Available | 1 |
| CoreDiff: Contextual Error-Modulated Generalized Diffusion Model for Low-Dose CT Denoising and Generalization | Apr 4, 2023 | Computed Tomography (CT)Denoising | CodeCode Available | 1 |
| An In-Depth Evaluation of Federated Learning on Biomedical Natural Language Processing | Jul 20, 2023 | Federated LearningOne-Shot Learning | CodeCode Available | 1 |
| Detecting Hate Speech with GPT-3 | Mar 23, 2021 | Few-Shot LearningHate Speech Detection | CodeCode Available | 1 |
| Differentiable Wavetable Synthesis | Nov 19, 2021 | Audio SynthesisOne-Shot Learning | CodeCode Available | 1 |
| Echo-SyncNet: Self-supervised Cardiac View Synchronization in Echocardiography | Feb 3, 2021 | One-Shot LearningSelf-Supervised Learning | CodeCode Available | 1 |
| Efficient Cross-Validation of Echo State Networks | Aug 22, 2019 | One-Shot LearningTime Series | CodeCode Available | 1 |
| FETA: Towards Specializing Foundation Models for Expert Task Applications | Sep 8, 2022 | Domain GeneralizationFew-Shot Learning | CodeCode Available | 1 |
| Assessing Shape Bias Property of Convolutional Neural Networks | Mar 21, 2018 | One-Shot Learning | —Unverified | 0 |
| A Hippocampus Model for Online One-Shot Storage of Pattern Sequences | May 30, 2019 | HippocampusOne-Shot Learning | —Unverified | 0 |
| ARTiS: Appearance-based Action Recognition in Task Space for Real-Time Human-Robot Collaboration | Oct 18, 2016 | Action RecognitionOne-Shot Learning | —Unverified | 0 |
| AROS: Affordance Recognition with One-Shot Human Stances | Oct 21, 2022 | Affordance RecognitionOne-Shot Learning | —Unverified | 0 |
| AHAM: Adapt, Help, Ask, Model -- Harvesting LLMs for literature mining | Dec 25, 2023 | Domain AdaptationLanguage Modelling | —Unverified | 0 |
| Adaptive Image Transformer for One-Shot Object Detection | Jun 19, 2021 | DecoderObject | —Unverified | 0 |
| Application of Computer Vision Techniques for Segregation of PlasticWaste based on Resin Identification Code | Nov 16, 2020 | Dimensionality ReductionOne-Shot Learning | —Unverified | 0 |
| A One-Shot Learning Framework for Assessment of Fibrillar Collagen from Second Harmonic Generation Images of an Infarcted Myocardium | Jan 23, 2020 | One-Shot LearningSpecificity | —Unverified | 0 |
| DeepRING: Learning Roto-translation Invariant Representation for LiDAR based Place Recognition | Oct 20, 2022 | Loop Closure DetectionOne-Shot Learning | —Unverified | 0 |
| Compositional Embeddings for Multi-Label One-Shot Learning | Feb 11, 2020 | Object DetectionObject Recognition | —Unverified | 0 |
| Comparison of Maximum Likelihood and GAN-based training of Real NVPs | May 15, 2017 | One-Shot Learning | —Unverified | 0 |
| Cognitive Psychology for Deep Neural Networks: A Shape Bias Case Study | Jun 26, 2017 | One-Shot Learning | —Unverified | 0 |
| DART: Distribution Aware Retinal Transform for Event-based Cameras | Oct 30, 2017 | Event-based visionGeneral Classification | —Unverified | 0 |
| DeepWriteSYN: On-Line Handwriting Synthesis via Deep Short-Term Representations | Sep 14, 2020 | Handwriting generationOne-Shot Learning | —Unverified | 0 |
| Demystification of Few-shot and One-shot Learning | Apr 25, 2021 | Few-Shot LearningOne-Shot Learning | —Unverified | 0 |
