Multimodal Fusion Techniques
Multimodal Pre-training and Representation Learning
Vision-Language Models
Multimodal Reasoning and Understanding
Industrial and Domain-specific Applications
Adaptation and Fine-tuning
Pre-training and Model Architecture
Factory Data Analysis
(Image, Video, Structured data, etc.)
Data Backend System Construction
Optimize Production through Data Analysis
AI Solution Application
Medical Data Analysis
(Image, Video, Structured data, etc.)
Genetic Data Analysis
(Deep Learning & Reinforcement Learning)
Robot-Based Automated Surgery
Extracting Personal Preference from Image (ex: fashion style)
Image Classification (ex: Artificial Intelligence Character Recognition)
Prediction with Images (ex: pig weight prediction)
Image Clustering & Image Synthesis
Collaborative Filtering (CF)
Content-based Filtering (CBF)
Hybrid Recommender Systems
Mobile Recommender Systems
Association Rule Mining
Deep Learning Recommender System
Personalization Strategy based on Customer preference
Customers Behavior Analysis
Various Contextual Factors Analysis
Personalized Preference considering Trend
Explainable Recommender System
Stock Price Prediction
Cryptocurrency Price Prediction
Accurate Forecasting Model using Advanced Methodology
Effectiveness of Advertising considering Various Contextual Factors
Marketing Channel Analysis
Marketing Path Analysis
Online and Offline Integrated Marketing Strategy
Micro Segmentation
Content categorization & Contextual extraction.
Topic discovery and modeling.
Sentiment analysis.