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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