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Learning Paradigms

2,054 papers (7 classified directly here)

Subtopics

Meta-Learning (973) Federated Learning (894) Curriculum Learning (202)

Papers per year

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Papers (including subtopics)

Iterative Teaching by Data Hallucination AISTATS 2023
Dropout-Resilient Secure Multi-Party Collaborative Learning with Linear Communication Complexity AISTATS 2023
Federated Asymptotics: a model to compare federated learning algorithms AISTATS 2023
Meta-Tuning Loss Functions and Data Augmentation for Few-Shot Object Detection CVPR 2023
MetaMix: Towards Corruption-Robust Continual Learning With Temporally Self-Adaptive Data Transformation CVPR 2023
Efficient On-Device Training via Gradient Filtering CVPR 2023
Diversity-Aware Meta Visual Prompting CVPR 2023
Breaching FedMD: Image Recovery via Paired-Logits Inversion Attack CVPR 2023
Curricular Object Manipulation in LiDAR-Based Object Detection CVPR 2023
FedSeg: Class-Heterogeneous Federated Learning for Semantic Segmentation CVPR 2023
C-SFDA: A Curriculum Learning Aided Self-Training Framework for Efficient Source Free Domain Adaptation CVPR 2023
Generalizable Implicit Neural Representations via Instance Pattern Composers CVPR 2023
MetaPortrait: Identity-Preserving Talking Head Generation With Fast Personalized Adaptation CVPR 2023
On the Effectiveness of Partial Variance Reduction in Federated Learning With Heterogeneous Data CVPR 2023
Elastic Aggregation for Federated Optimization CVPR 2023
Learning From Noisy Labels With Decoupled Meta Label Purifier CVPR 2023
Meta Omnium: A Benchmark for General-Purpose Learning-To-Learn CVPR 2023
FedDM: Iterative Distribution Matching for Communication-Efficient Federated Learning CVPR 2023
SuperDisco: Super-Class Discovery Improves Visual Recognition for the Long-Tail CVPR 2023
System-Status-Aware Adaptive Network for Online Streaming Video Understanding CVPR 2023
Meta-Causal Learning for Single Domain Generalization CVPR 2023
DisWOT: Student Architecture Search for Distillation WithOut Training CVPR 2023
Decentralized Learning With Multi-Headed Distillation CVPR 2023
Learning To Retain While Acquiring: Combating Distribution-Shift in Adversarial Data-Free Knowledge Distillation CVPR 2023
Master: Meta Style Transformer for Controllable Zero-Shot and Few-Shot Artistic Style Transfer CVPR 2023