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AIGC Weekly | #45
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AIGC Weekly

AIGC Weekly | #45

AIGC Top Papers and AI news of the week

pxiaoer's avatar
pxiaoer
Dec 11, 2023
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Top Papers of the week(Dec 04 - Dec 10)

  1. Gemini: A Family of Highly Capable Multimodal Models( google blog | gemini report)

  2. Self-conditioned Image Generation via Generating Representations (paper | code )

  3. EfficientSAM:Leveraged Masked Image Pretraining for Efficient Segment Anything(paper | webpage)

  4. Sequential Modeling Enables Scalable Learning for Large Vision Models(paper)

  5. MagicAnimate:Temporally Consistent Human Image Animation using Diffusion Model(paper | webpage | code )

  6. Mamba: Linear-Time Sequence Modeling with Selective State Spaces(paper)

  7. Beyond ChatBots: ExploreLLM for Structured Thoughts and Personalized Model Responses(paper)

  8. MegaBlocks: Efficient Sparse Training with Mixture-of-Experts(paper)

  9. Pearl: A Production-ready Reinforcement Learning Agent(paper | webpage | code )

  10. Efficient Large Language Models: A Survey(paper | repo )

AIGC News of the week(Dec 04 - Dec 10)

1.Apple's OpenSource ML Framework for Mac(mlx repo | examples )

2.Illustrated LLM OS: An Implementational Perspective(hugging face blog)

3.Grok begins rolling out to X Premium+ users (twitter )

4.llama-mistral:Inference code for Mistral and Mixtral hacked up into original Llama implementation (repo | model )

5.A Guide on 12 Tuning Strategies for Production-Ready RAG Applications (link )

Daily Papers of the week(Dec 04 - Dec 10)

  1. 2023.12.04

    AIGC(GenAI) Daily Papers

    Daily Papers and AI News Tracking(12.04)

    pxiaoer
    ·
    December 4, 2023
    Daily Papers and AI News Tracking(12.04)

    Daily Papers 1.GraphDreamer: Compositional 3D Scene Synthesis from Scene Graphs(paper | webpage) "GraphDreamer is a novel framework that generates 3D scenes from scene graphs, improving on text-to-imag…

    Read full story

  1. 2023.12.05

    AIGC(GenAI) Daily Papers

    Daily Papers and AI News Tracking(12.05)

    pxiaoer
    ·
    December 5, 2023
    Daily Papers and AI News Tracking(12.05)

    Daily Papers 1.MagicAnimate:Temporally Consistent Human Image Animation using Diffusion Model(paper | webpage | code ) This study introduces MagicAnimate, a diffusion-based framework enhancing temporal…

    Read full story

  2. 2023.12.06

    AIGC(GenAI) Daily Papers

    Daily Papers and AI News Tracking(12.06)

    pxiaoer
    ·
    December 6, 2023
    Daily Papers and AI News Tracking(12.06)

    Daily Papers 1.LivePhoto: Real Image Animation with Text-guided Motion Control(paper | webpage) LivePhoto, a novel system presented in this work, addresses the challenge in text-to-video generation whe…

    Read full story

  1. 2023.12.07

    AIGC(GenAI) Daily Papers

    Daily Papers and AI News Tracking(12.07)

    pxiaoer
    ·
    December 7, 2023
    Daily Papers and AI News Tracking(12.07)

    Daily Papers 1.Gemini: A Family of Highly Capable Multimodal Models( google blog | gemini report) Summary of Gemini's 60-page technical report: 1. Written in Jax and trained using TPUs. The architectur…

    Read full story
  2. 2023.12.08

    AIGC(GenAI) Daily Papers

    Daily Papers and AI News Tracking(12.08)

    pxiaoer
    ·
    December 8, 2023
    Daily Papers and AI News Tracking(12.08)

    Daily Papers 1.Pearl: A Production-ready Reinforcement Learning Agent(paper | webpage | code ) Reinforcement Learning (RL) is adaptable for long-term goals, addressing various challenges like delayed r…

    Read full story

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