Categories

• Tasks

  • General

• Multimodal

  • Audio-Text-to-Text
  • Image-Text-to-Text
  • Visual Question Answering
  • Document Question Answering
  • Video-Text-to-Text
  • Visual Document Retrieval
  • Any-to-Any

• Computer Vision

  • Depth Estimation
  • Image Classification
  • Object Detection
  • Image Segmentation
  • Text-to-Image
  • Image-to-Text
  • Image-to-Image
  • Image-to-Video
  • Unconditional Image Generation
  • Video Classification
  • Text-to-Video
  • Zero-Shot Image Classification
  • Mask Generation
  • Zero-Shot Object Detection
  • Text-to-3D
  • Image-to-3D
  • Image Feature Extraction
  • Keypoint Detection

• Natural Language Processing

  • Text Classification
  • Token Classification
  • Table Question Answering
  • Question Answering
  • Zero-Shot Classification
  • Translation
  • Summarization
  • Feature Extraction
  • Text Generation
  • Text2Text Generation

• Reinforcement Learning

  • Policy Optimization
  • Value Function Approximation
  • Model-Based Reinforcement Learning
  • Model-Free Reinforcement Learning
  • Multi-Agent Reinforcement Learning
  • Deep Q-Learning
  • Actor-Critic Methods
  • Proximal Policy Optimization (PPO)
  • Trust Region Policy Optimization (TRPO)
  • Monte Carlo Methods
  • Temporal Difference Learning
  • Exploration Strategies
  • Reward Shaping
  • Hierarchical Reinforcement Learning