【AI最新動向 2026年3月18日】論文5件・GitHub5件

【AI最新動向 2026年3月18日】論文5件・GitHub5件

📝 この記事のポイント

  • 🚀 AI技術の最新動向 – 2026年3月18日 世界中から収集したAI・機械学習の最新情報をお届けします 📑 目次 💻 注目のGitHubプロジェクト sstklen/trump-code aitradingbotspro/cryto-trading-ai-assistant aitradingbotspro/crypto-liquidity-ai-trading-bot AbdelStark/attnres rzru/nightingale 📌 関連記事もチェック 📚 最新研究論文 1. Demystifing Video Reasoning 著者: Ruisi Wang, Zhongang Cai, Fanyi Pu Recent advances in video generation have revealed an unexpected phenomenon: diffusion-based video models exhibit non-trivial reasoning capabilities. Prior work attributes this to a Chain-of-Frames (CoF) mechanism, where reasoning is assumed to unfold sequentially across video frames. In this work, w… 論文を読む → 2. Efficient Reasoning on the Edge 著者: Yelysei Bondarenko, Thomas Hehn, Rob Hesselink Large language models (LLMs) with chain-of-thought reasoning achieve state-of-the-art performance across complex problem-solving tasks, but their verbose reasoning traces and large context requirements make them impractical for edge deployment. These challenges include high token generation costs, l… 論文を読む → 3. MessyKitchens: Contact-rich object-level 3D scene reconstruction 著者: Junaid Ahmed Ansari, Ran Ding, Fabio Pizzati Monocular 3D scene reconstruction has recently seen significant progress. Powered by the modern neural architectures and large-scale data, recent methods achieve high performance in depth estimation from a single image. Meanwhile, reconstructing and decomposing common scenes into individual 3D objec… 論文を読む → 💻 注目のGitHubプロジェクト 1. sstklen/trump-code 🔐 AI decoding Trump's posts × stock market | AI 解碼川普推文 × 美股 | AIでトランプ投稿×株式市場を解読 — 31.5M models, 61.3% hit rate, open source ⭐ 516 stars | 🔀 58 forks リポジトリを見る → 2. aitradingbotspro/cryto-trading-ai-assistant AI guardian for manual crypto traders — risk monitoring, strategy validation & emotional trading detection. No trade execution. ⭐ 120 stars | 🔀 118 forks リポジトリを見る → 3. aitradingbotspro/crypto-liquidity-ai-trading-bot Crypto liquidity detection & algorithmic trading bot. Order book analysis, stop-loss clusters, liquidity sweeps. Multi-exchange (Binance, Bybit, Kraken, OKX). Trading signals, quant research, market microstructure. ⭐ 84 stars | 🔀 81 forks リポジトリを見る → 4. AbdelStark/attnres Rust implementation of Attention Residuals from MoonshotAI/Kimi ⭐ 43 stars | 🔀 5 forks リポジトリを見る → 5. rzru/nightingale Machine learning powered Karaoke app (with scores!) ⭐ 35 stars | 🔀 1 forks リポジトリを見る → 📚 あわせて読みたい 「プロンプトは戦略だ!」と学んで劇的効率UP!私のAI活用術 私が実感!AIで物流の悩み解消、時間もコストも浮いた話 AI三つ巴!Geminiと私が出会って、ストーリー作りは変わった?。
目次

🚀 AI技術の最新動向 – 2026年3月18日

世界中から収集したAI・機械学習の最新情報をお届けします


📑 目次

  1. 💻 注目のGitHubプロジェクト
    1. sstklen/trump-code
    2. aitradingbotspro/cryto-trading-ai-assistant
    3. aitradingbotspro/crypto-liquidity-ai-trading-bot
    4. AbdelStark/attnres
    5. rzru/nightingale
  2. 📌 関連記事もチェック

📚 最新研究論文

1. Demystifing Video Reasoning

著者: Ruisi Wang, Zhongang Cai, Fanyi Pu

Recent advances in video generation have revealed an unexpected phenomenon: diffusion-based video models exhibit non-trivial reasoning capabilities. Prior work attributes this to a Chain-of-Frames (CoF) mechanism, where reasoning is assumed to unfold sequentially across video frames. In this work, w…

論文を読む →

2. Efficient Reasoning on the Edge

著者: Yelysei Bondarenko, Thomas Hehn, Rob Hesselink

Large language models (LLMs) with chain-of-thought reasoning achieve state-of-the-art performance across complex problem-solving tasks, but their verbose reasoning traces and large context requirements make them impractical for edge deployment. These challenges include high token generation costs, l…

論文を読む →

3. MessyKitchens: Contact-rich object-level 3D scene reconstruction

著者: Junaid Ahmed Ansari, Ran Ding, Fabio Pizzati

Monocular 3D scene reconstruction has recently seen significant progress. Powered by the modern neural architectures and large-scale data, recent methods achieve high performance in depth estimation from a single image. Meanwhile, reconstructing and decomposing common scenes into individual 3D objec…

論文を読む →

💻 注目のGitHubプロジェクト

1. sstklen/trump-code

🔐 AI decoding Trump's posts × stock market | AI 解碼川普推文 × 美股 | AIでトランプ投稿×株式市場を解読 — 31.5M models, 61.3% hit rate, open source

⭐ 516 stars | 🔀 58 forks

リポジトリを見る →

2. aitradingbotspro/cryto-trading-ai-assistant

AI guardian for manual crypto traders — risk monitoring, strategy validation & emotional trading detection. No trade execution.

⭐ 120 stars | 🔀 118 forks

リポジトリを見る →

3. aitradingbotspro/crypto-liquidity-ai-trading-bot

Crypto liquidity detection & algorithmic trading bot. Order book analysis, stop-loss clusters, liquidity sweeps. Multi-exchange (Binance, Bybit, Kraken, OKX). Trading signals, quant research, market microstructure.

⭐ 84 stars | 🔀 81 forks

リポジトリを見る →

4. AbdelStark/attnres

Rust implementation of Attention Residuals from MoonshotAI/Kimi

⭐ 43 stars | 🔀 5 forks

リポジトリを見る →

5. rzru/nightingale

Machine learning powered Karaoke app (with scores!)

⭐ 35 stars | 🔀 1 forks

リポジトリを見る →

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