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← Learning Paradigms
Artificial Intelligence
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Learning Paradigms
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Transfer Learning
8,078 papers
Papers per year
2002: 2
2003: 1
2005: 3
2006: 5
2007: 12
2008: 7
2009: 7
2010: 16
2011: 15
2012: 13
2013: 35
2014: 32
2015: 40
2016: 72
2017: 149
2018: 341
2019: 619
2020: 711
2021: 992
2022: 980
2023: 1182
2024: 1282
2025: 1254
2026: 308
Papers
Evolving Losses for Unsupervised Video Representation Learning
CVPR 2020
Cross-Domain Semantic Segmentation via Domain-Invariant Interactive Relation Transfer
CVPR 2020
Neural Data Server: A Large-Scale Search Engine for Transfer Learning Data
CVPR 2020
Transferring Dense Pose to Proximal Animal Classes
CVPR 2020
Weakly-Supervised Domain Adaptation via GAN and Mesh Model for Estimating 3D Hand Poses Interacting Objects
CVPR 2020
Reusing Discriminators for Encoding: Towards Unsupervised Image-to-Image Translation
CVPR 2020
NestedVAE: Isolating Common Factors via Weak Supervision
CVPR 2020
Sequential Mastery of Multiple Visual Tasks: Networks Naturally Learn to Learn and Forget to Forget
CVPR 2020
Transferring Cross-Domain Knowledge for Video Sign Language Recognition
CVPR 2020
MineGAN: Effective Knowledge Transfer From GANs to Target Domains With Few Images
CVPR 2020
Dreaming to Distill: Data-Free Knowledge Transfer via DeepInversion
CVPR 2020
Search to Distill: Pearls Are Everywhere but Not the Eyes
CVPR 2020
Distilling Effective Supervision From Severe Label Noise
CVPR 2020
Uncertainty Based Camera Model Selection
CVPR 2020
Rethinking the Route Towards Weakly Supervised Object Localization
CVPR 2020
Data-Free Knowledge Amalgamation via Group-Stack Dual-GAN
CVPR 2020
Neural Topological SLAM for Visual Navigation
CVPR 2020
MetaFuse: A Pre-trained Fusion Model for Human Pose Estimation
CVPR 2020
Discovering Human Interactions With Novel Objects via Zero-Shot Learning
CVPR 2020
Episode-Based Prototype Generating Network for Zero-Shot Learning
CVPR 2020
Camera On-Boarding for Person Re-Identification Using Hypothesis Transfer Learning
CVPR 2020
Self-Supervised Learning of Video-Induced Visual Invariances
CVPR 2020
Cross-Domain Detection via Graph-Induced Prototype Alignment
CVPR 2020
Selective Transfer With Reinforced Transfer Network for Partial Domain Adaptation
CVPR 2020
Generalized Zero-Shot Learning via Over-Complete Distribution
CVPR 2020
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