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Machine Learning
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Transfer Learning
3884 directly classified papers
Papers per year
2002: 1
2003: 1
2006: 3
2007: 2
2008: 3
2009: 3
2010: 4
2011: 7
2012: 5
2013: 28
2014: 14
2015: 14
2016: 50
2017: 119
2018: 136
2019: 254
2020: 371
2021: 481
2022: 497
2023: 584
2024: 538
2025: 735
2026: 34
Papers
Practical One-Shot Federated Learning for Cross-Silo Setting
IJCAI 2021
Regularising Knowledge Transfer by Meta Functional Learning
IJCAI 2021
Residential Electric Load Forecasting via Attentive Transfer of Graph Neural Networks
IJCAI 2021
Source-free Domain Adaptation via Avatar Prototype Generation and Adaptation
IJCAI 2021
Towards Robust Model Reuse in the Presence of Latent Domains
IJCAI 2021
Differentially Private Correlation Alignment for Domain Adaptation
IJCAI 2021
Analogical Proportions: Why They Are Useful in AI
IJCAI 2021
Robust Domain Adaptation: Representations, Weights and Inductive Bias (Extended Abstract)
IJCAI 2021
FREE: Feature Refinement for Generalized Zero-Shot Learning
ICCV 2021
Clothing Status Awareness for Long-Term Person Re-Identification
ICCV 2021
Active Universal Domain Adaptation
ICCV 2021
Distilling Virtual Examples for Long-Tailed Recognition
ICCV 2021
Multi-Task Self-Training for Learning General Representations
ICCV 2021
A Closer Look at Rotation-Invariant Deep Point Cloud Analysis
ICCV 2021
Re-Energizing Domain Discriminator With Sample Relabeling for Adversarial Domain Adaptation
ICCV 2021
Few-Shot Image Classification: Just Use a Library of Pre-Trained Feature Extractors and a Simple Classifier
ICCV 2021
Warp Consistency for Unsupervised Learning of Dense Correspondences
ICCV 2021
GistNet: A Geometric Structure Transfer Network for Long-Tailed Recognition
ICCV 2021
IDM: An Intermediate Domain Module for Domain Adaptive Person Re-ID
ICCV 2021
Discriminating between standard Romanian and Moldavian tweets using filtered character ngrams
COLING 2020
Bert Transformer model for Detecting Arabic GPT2 Auto-Generated Tweets
COLING 2020
Learning with Feature and Distribution Evolvable Streams
ICML 2020
Transfer Learning without Knowing: Reprogramming Black-box Machine Learning Models with Scarce Data and Limited Resources
ICML 2020
Improving Arabic Text Categorization Using Transformer Training Diversification
COLING 2020
Arabic Dialect Identification Using BERT-Based Domain Adaptation
COLING 2020
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