Machine learning
- Supervised Learning
- Classification
- Medical Diagnosis
- Image Classification
- Fraud Detection
- Optical Character Recognition (OCR)
- Regression
- Market Forecasting
- Population Growth Prediction
- Weather Prediction
- Unsupervised Learning
- Clustering
- Customer Segmentation
- Recommendation Systems
- Targeted Marketing
- Data Mining
- Anomaly Detection
- Novelty Detection
- Dimension Reduction
- Reinforcement Learning
- Policy Optimization
- Value-Based Methods
- Actor-Critic Methods
- Exploration-Exploitation Balancing
Deep learning
- Computer Vision (CV)
- Image Classification
- Object Recognition
- Scene Understanding
- Object Detection
- Face Detection
- Pedestrian Detection
- Segmentation
- Semantic Segmentation
- Instance Segmentation
- Image Captioning
- Automatic Image Description
- 3D Vision
- Novel View Synthesis (NVS)
- Video Processing
- Action Recognition
- Video Object Tracking
- Natural Language Processing (NLP)
- KnowledgeIntensive Task
- Open-Domain Question Answering (ODQA)
- Fact Verification
- Knowledge Graph Completion
- Retrieval-Augmented Generation (RAG)
- Cross-Modality Feature Alignment
- Document Retrieval for QA
- Prompt-Based Learning
- In-Context Learning (ICL)
- Chain of Thought (CoT) Reasoning
- Instruction Tuning
- Few-Shot Prompting
- Prompt Engineering
- Reinforcement Learning from Human Feedback (RLHF)
- Multimodal Learning
- Vision-Language Learning
- Cross-Modality Feature Alignment
- Image-Text Embedding Alignment
- Audio-Text Embedding
- Multimodal RAG
- Retrieval for Image and Text QA
- Multimodal Search and Generation
- Audio Processing
- Speech Recognition (STT)
- Automatic Speech Recognition (ASR)
- Speech Synthesis (TTS)
- Text-to-Speech
- Voice Cloning
- Music Generation
- Audio Separation
- Speech Enhancement
- Source Separation
- Accompaniment Generation
- Voice Conversion
- Voice Imitation
- Style Transfer in Speech
- Talking Portrait Generation
- Speech-Driven Facial Animation
- Graph Neural Networks (GNNs)
- Node Classification
- Link Prediction
- Graph Embedding
- Knowledge Graphs
- Social Network Analysis
- Information Retrieval (IR)
- Document Ranking
- Semantic Search
- Query Expansion
- Vector-Based Search (e.g., Dense Retrieval)
- Graph-Based Retrieval
- Personalized Search
- Recommender Systems
- Collaborative Filtering
- Content-Based Filtering
- Hybrid Methods
- Context-Aware Recommendations
- Personalized Recommendations
- User Behavior Modeling
- Personalization
- Multitask Learning (MTL)
- Few Shot Learning
- Distributed Learning
- MLOps