OpenAlex: !!python/object/new:pyalex.api.Topic
dictitems:
cited_by_count: 614830
created_date: '2024-01-23'
description: This cluster of papers focuses on the advances in transfer learning
and domain adaptation, including topics such as few-shot learning, unsupervised
learning, representation learning, deep networks, meta-learning, visual recognition,
semi-supervised learning, and clustering analysis.
display_name: Advances in Transfer Learning and Domain Adaptation
domain:
display_name: Physical Sciences
id: https://openalex.org/domains/3
field:
display_name: Computer Science
id: https://openalex.org/fields/17
id: https://openalex.org/T11307
ids:
openalex: https://openalex.org/T11307
wikipedia: https://en.wikipedia.org/wiki/Transfer_learning
keywords:
- Transfer Learning
- Domain Adaptation
- Few-Shot Learning
- Unsupervised Learning
- Representation Learning
- Deep Networks
- Meta-Learning
- Visual Recognition
- Semi-Supervised Learning
- Clustering Analysis
siblings:
- display_name: Active Learning in Machine Learning Research
id: https://openalex.org/T12072
- display_name: Adaptation to Concept Drift in Data Streams
id: https://openalex.org/T12761
- display_name: Advanced Cryptographic Schemes and Protocols
id: https://openalex.org/T10237
- display_name: Adversarial Robustness in Deep Learning Models
id: https://openalex.org/T11689
- display_name: Anomaly Detection in High-Dimensional Data
id: https://openalex.org/T11512
- display_name: Application of Fuzzy Cognitive Maps in Modeling
id: https://openalex.org/T12805
- display_name: Application of Genetic Programming in Machine Learning
id: https://openalex.org/T11975
- display_name: Artificial Intelligence and Expert Systems
id: https://openalex.org/T13734
- display_name: Artificial Intelligence and Technology Innovation
id: https://openalex.org/T13904
- display_name: Artificial Intelligence in Education and Technology
id: https://openalex.org/T12260
- display_name: Artificial Intelligence in Service Industry
id: https://openalex.org/T12128
- display_name: Artificial Intelligence Planning and Reasoning
id: https://openalex.org/T10906
- display_name: Authorship Attribution and User Profiling in Text
id: https://openalex.org/T12380
- display_name: Automated Detection of Hate Speech and Offensive Language
id: https://openalex.org/T12262
- display_name: Automatic Keyword Extraction from Textual Data
id: https://openalex.org/T13083
- display_name: Automatic Text Simplification and Readability Assessment
id: https://openalex.org/T13629
- display_name: Autonomic Computing and Self-Adaptive Systems
id: https://openalex.org/T10639
- display_name: Compilation and Analysis of Spoken Language Corpora
id: https://openalex.org/T13623
- display_name: Cryptanalysis of Block Ciphers and Hash Functions
id: https://openalex.org/T10951
- display_name: Cryptography and Error-Correcting Codes
id: https://openalex.org/T11130
- display_name: Cyberbiosecurity and Legal Implications of AI Technology
id: https://openalex.org/T13851
- display_name: Cybernetics and Information Theory
id: https://openalex.org/T13898
- display_name: Data Clustering Techniques and Algorithms
id: https://openalex.org/T10637
- display_name: Deep Learning Applications in Healthcare
id: https://openalex.org/T13702
- display_name: Deep Learning for Wireless Signal Classification
id: https://openalex.org/T12131
- display_name: Deep Learning in Medical Image Analysis
id: https://openalex.org/T10862
- display_name: Development and Application of Expert Systems
id: https://openalex.org/T13559
- display_name: Dialogue Act Modeling for Spoken Language Systems
id: https://openalex.org/T12031
- display_name: Digital Image Processing and Artificial Neural Networks
id: https://openalex.org/T13674
- display_name: Effectiveness of Intelligent Tutoring Systems
id: https://openalex.org/T11902
- display_name: Enhancing E-Learning with Intelligent Agents and Analytics
id: https://openalex.org/T14175
- display_name: Experience-Based Knowledge Representation and Management
id: https://openalex.org/T13514
- display_name: Explainable Artificial Intelligence
id: https://openalex.org/T12026
- display_name: Fuzzy Computing and Intelligent Systems
id: https://openalex.org/T13935
- display_name: Game Artificial Intelligence Research
id: https://openalex.org/T11574
- display_name: Gaussian Processes in Machine Learning
id: https://openalex.org/T12814
- display_name: Graph Neural Network Models and Applications
id: https://openalex.org/T11273
- display_name: Handling Imbalanced Data in Classification Problems
id: https://openalex.org/T11652
- display_name: Inductive Modeling in Scientific Research
id: https://openalex.org/T14351
- display_name: Knowledge Base Graph Embedding for Visual Question Answering
id: https://openalex.org/T14413
- display_name: Language-based Information Flow Security
id: https://openalex.org/T11424
- display_name: Learning and Inference in Bayesian Networks
id: https://openalex.org/T11303
- display_name: Learning with Noisy Labels in Machine Learning
id: https://openalex.org/T12535
- display_name: Logic Programming and Knowledge Representation
id: https://openalex.org/T11010
- display_name: Machine Learning for Earthquake Early Warning Systems
id: https://openalex.org/T13018
- display_name: Machine Learning for Internet Traffic Classification
id: https://openalex.org/T11598
- display_name: Machine Learning for Mineral Prospectivity Mapping
id: https://openalex.org/T12157
- display_name: Machine Learning in Smart Healthcare
id: https://openalex.org/T14064
- display_name: Machine Learning Methods for Solar Radiation Forecasting
id: https://openalex.org/T11276
- display_name: Methods and Techniques for Agent-Based Modeling
id: https://openalex.org/T10456
- display_name: Model-Based Clustering with Mixture Models
id: https://openalex.org/T11901
- display_name: Multi-label Text Classification in Machine Learning
id: https://openalex.org/T11550
- display_name: Natural Language Processing
id: https://openalex.org/T10028
- display_name: Neural Network Fundamentals and Applications
id: https://openalex.org/T10320
- display_name: Neuro-Symbolic Networks in Automation and Robotics
id: https://openalex.org/T14381
- display_name: Optimization Methods in Machine Learning
id: https://openalex.org/T11612
- display_name: Optimization of Big Data Processing and Analysis
id: https://openalex.org/T13567
- display_name: Particle Filtering and Nonlinear Estimation Methods
id: https://openalex.org/T10711
- display_name: Photonic Reservoir Computing for Neural Computation
id: https://openalex.org/T12611
- display_name: Privacy-Preserving Techniques for Data Analysis and Machine Learning
id: https://openalex.org/T10764
- display_name: Program Analysis and Verification Techniques
id: https://openalex.org/T10126
- display_name: Quantum Computing and Simulation
id: https://openalex.org/T10682
- display_name: Quantum Information and Computation
id: https://openalex.org/T10020
- display_name: Reinforcement Learning Algorithms
id: https://openalex.org/T10462
- display_name: Robotics Programming Education for Students
id: https://openalex.org/T14335
- display_name: Scientific Computing and Data Analysis with Python
id: https://openalex.org/T13650
- display_name: Semantic Web and Ontology Development
id: https://openalex.org/T10215
- display_name: Sentiment Analysis and Opinion Mining
id: https://openalex.org/T10664
- display_name: Speech Recognition Technology
id: https://openalex.org/T10201
- display_name: Statistical Computing and Data Analysis in R
id: https://openalex.org/T13398
- display_name: Statistical Machine Translation and Natural Language Processing
id: https://openalex.org/T10181
- display_name: Swarm Intelligence Optimization Algorithms
id: https://openalex.org/T10100
- display_name: Text Compression and Indexing Algorithms
id: https://openalex.org/T11269
- display_name: Theoretical Framework of Cognitive Informatics and Computational
Intelligence
id: https://openalex.org/T13062
- display_name: Theory and Applications of Extreme Learning Machines
id: https://openalex.org/T12676
- display_name: Type-2 Fuzzy Logic Systems and Applications
id: https://openalex.org/T10820
subfield:
display_name: Artificial Intelligence
id: https://openalex.org/subfields/1702
updated_date: '2024-05-20T05:11:11.243412'
works_count: 29105