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
Research Papers
Title: Transformers are SSMs: Generalized Models and Efficient Algorithms Through Structured State Space Duality
Paper Url (Arxiv, etc): https://arxiv.org/pdf/2405.21060
Description:
Original GitHub Repo: https://github.com/state-spaces/mamba
Industry: Pharma
Gen AI Research Code (generated code)
GenAI Code: https://github.com/bytegoose/arxiv-2405.21060
Title: Attention Is All You Need
Paper Url (Arxiv, etc): https://arxiv.org/pdf/1706.03762
Description:
Original GitHub Repo: https://github.com/tensorflow/tensor2tensor
Industry: High Tech
Gen AI Research Code (generated code)
GenAI Code: https://github.com/bytegoose/arxiv-1706.03762-v7
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