【AI最新動向 2026年3月13日】論文5件・GitHub5件

【AI最新動向 2026年3月13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13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 Kaleighc793/freqtrade-bot wanshuiyin/Auto-claude-code-research-in-sleep robertorobotics/Nextis-AIRA-3D asonglin/crypto-liquidity-ai-trading-bot Genius-apple/RusTorch 📌 関連記事もチェック 📚 最新研究論文 1. The Latent Color Subspace: Emergent Order in High-Dimensional Chaos 著者: Mateusz Pach, Jessica Bader, Quentin Bouniot Text-to-image generation models have advanced rapidly, yet achieving fine-grained control over generated images remains difficult, largely due to limited understanding of how semantic information is encoded. We develop an interpretation of the color representation in the Variational Autoencoder late… 論文を読む → 2. Spatial-TTT: Streaming Visual-based Spatial Intelligence with Test-Time Training 著者: Fangfu Liu, Diankun Wu, Jiawei Chi Humans perceive and understand real-world spaces through a stream of visual observations. Therefore, the ability to streamingly maintain and update spatial evidence from potentially unbounded video streams is essential for spatial intelligence. The core challenge is not simply longer context windows… 論文を読む → 3. SciMDR: Benchmarking and Advancing Scientific Multimodal Document Reasoning 著者: Ziyu Chen, Yilun Zhao, Chengye Wang Constructing scientific multimodal document reasoning datasets for foundation model training involves an inherent trade-off among scale, faithfulness, and realism. To address this challenge, we introduce the synthesize-and-reground framework, a two-stage pipeline comprising: (1) Claim-Centric QA Syn… 論文を読む → 💻 注目のGitHubプロジェクト 1. Kaleighc793/freqtrade-bot Freqtrade — Configuration and management tool for the Freqtrade open-source crypto trading bot with strategy backtesting, live/dry-run modes, 10+ exchange support (Binance, Kraken, OKX), hyperparameter optimization, FreqUI dashboard, and Rich terminal menu interface ⭐ 552 stars | 🔀 350 forks リポジトリを見る → 2. wanshuiyin/Auto-claude-code-research-in-sleep ARIS ⚔️ (Auto-Research-In-Sleep) — Claude Code skills for autonomous ML research: cross-model review loops, idea discovery, and experiment automation via Codex MCP ⭐ 351 stars | 🔀 34 forks リポジトリを見る → 3. robertorobotics/Nextis-AIRA-3D Open-source 7DoF 3D-printable robotic arm with LeRobot integration. ⭐ 150 stars | 🔀 14 forks リポジトリを見る → 4. asonglin/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. ⭐ 103 stars | 🔀 100 forks リポジトリを見る → 5. Genius-apple/RusTorch RusTorch is a production-grade deep learning framework re-imagined in Rust. It combines the usability you love from PyTorch with the performance, safety, and concurrency guarantees of Rust. Say goodbye to GIL locks, GC pauses, and runtime errors. Say hello to RusTorch. ⭐ 85 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最新動向】一歩先の未来へ!私が触れた最先端AIの世界。
目次

🚀 AI技術の最新動向 – 2026年3月13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. Kaleighc793/freqtrade-bot
    2. wanshuiyin/Auto-claude-code-research-in-sleep
    3. robertorobotics/Nextis-AIRA-3D
    4. asonglin/crypto-liquidity-ai-trading-bot
    5. Genius-apple/RusTorch
  2. 📌 関連記事もチェック

📚 最新研究論文

1. The Latent Color Subspace: Emergent Order in High-Dimensional Chaos

著者: Mateusz Pach, Jessica Bader, Quentin Bouniot

Text-to-image generation models have advanced rapidly, yet achieving fine-grained control over generated images remains difficult, largely due to limited understanding of how semantic information is encoded. We develop an interpretation of the color representation in the Variational Autoencoder late…

論文を読む →

2. Spatial-TTT: Streaming Visual-based Spatial Intelligence with Test-Time Training

著者: Fangfu Liu, Diankun Wu, Jiawei Chi

Humans perceive and understand real-world spaces through a stream of visual observations. Therefore, the ability to streamingly maintain and update spatial evidence from potentially unbounded video streams is essential for spatial intelligence. The core challenge is not simply longer context windows…

論文を読む →

3. SciMDR: Benchmarking and Advancing Scientific Multimodal Document Reasoning

著者: Ziyu Chen, Yilun Zhao, Chengye Wang

Constructing scientific multimodal document reasoning datasets for foundation model training involves an inherent trade-off among scale, faithfulness, and realism. To address this challenge, we introduce the synthesize-and-reground framework, a two-stage pipeline comprising: (1) Claim-Centric QA Syn…

論文を読む →

💻 注目のGitHubプロジェクト

1. Kaleighc793/freqtrade-bot

Freqtrade — Configuration and management tool for the Freqtrade open-source crypto trading bot with strategy backtesting, live/dry-run modes, 10+ exchange support (Binance, Kraken, OKX), hyperparameter optimization, FreqUI dashboard, and Rich terminal menu interface

⭐ 552 stars | 🔀 350 forks

リポジトリを見る →

2. wanshuiyin/Auto-claude-code-research-in-sleep

ARIS ⚔️ (Auto-Research-In-Sleep) — Claude Code skills for autonomous ML research: cross-model review loops, idea discovery, and experiment automation via Codex MCP

⭐ 351 stars | 🔀 34 forks

リポジトリを見る →

3. robertorobotics/Nextis-AIRA-3D

Open-source 7DoF 3D-printable robotic arm with LeRobot integration.

⭐ 150 stars | 🔀 14 forks

リポジトリを見る →

4. asonglin/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.

⭐ 103 stars | 🔀 100 forks

リポジトリを見る →

5. Genius-apple/RusTorch

RusTorch is a production-grade deep learning framework re-imagined in Rust. It combines the usability you love from PyTorch with the performance, safety, and concurrency guarantees of Rust. Say goodbye to GIL locks, GC pauses, and runtime errors. Say hello to RusTorch.

⭐ 85 stars | 🔀 1 forks

リポジトリを見る →

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