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Methodology
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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
Continual Learning in the Teacher-Student Setup: Impact of Task Similarity
ICML 2021
Voice2Series: Reprogramming Acoustic Models for Time Series Classification
ICML 2021
MinD at SemEval-2021 Task 6: Propaganda Detection using Transfer Learning and Multimodal Fusion
SEMEVAL 2021
YoungSheldon at SemEval-2021 Task 7: Fine-tuning Is All You Need
SEMEVAL 2021
Anlirika: An LSTM–CNN Flow Twister for Spoken Language Identification
NAACL 2021
Fine-tuning Transformers for Identifying Self-Reporting Potential Cases and Symptoms of COVID-19 in Tweets
NAACL 2021
Fine-tuning BERT to classify COVID19 tweets containing symptoms
NAACL 2021
Approaching SMM4H with auto-regressive language models and back-translation
NAACL 2021
Fine-grained General Entity Typing in German using GermaNet
NAACL 2021
A Lazy Approach to Long-Horizon Gradient-Based Meta-Learning
ICCV 2021
Unshuffling Data for Improved Generalization in Visual Question Answering
ICCV 2021
Predicting With Confidence on Unseen Distributions
ICCV 2021
Pri3D: Can 3D Priors Help 2D Representation Learning?
ICCV 2021
Ranking Models in Unlabeled New Environments
ICCV 2021
OVANet: One-vs-All Network for Universal Domain Adaptation
ICCV 2021
Concept Generalization in Visual Representation Learning
ICCV 2021
On the Importance of Distractors for Few-Shot Classification
ICCV 2021
BAPA-Net: Boundary Adaptation and Prototype Alignment for Cross-Domain Semantic Segmentation
ICCV 2021
The Surprising Impact of Mask-Head Architecture on Novel Class Segmentation
ICCV 2021
Universal Representation Learning From Multiple Domains for Few-Shot Classification
ICCV 2021
Online Pseudo Label Generation by Hierarchical Cluster Dynamics for Adaptive Person Re-Identification
ICCV 2021
Multi-Target Adversarial Frameworks for Domain Adaptation in Semantic Segmentation
ICCV 2021
Teacher-Student Adversarial Depth Hallucination To Improve Face Recognition
ICCV 2021
LTL2Action: Generalizing LTL Instructions for Multi-Task RL
ICML 2021
Multimodal Speech Summarization Through Semantic Concept Learning
INTERSPEECH 2021
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