ML Research Hub – Telegram
ML Research Hub
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Advancing research in Machine Learning – practical insights, tools, and techniques for researchers.

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🤖🧠 PaddleOCR-VL: Redefining Multilingual Document Parsing with a 0.9B Vision-Language Model

🗓️ 20 Oct 2025
📚 AI News & Trends

In an era where information is predominantly digital, the ability to extract, interpret and organize data from documents is crucial. From invoices and research papers to multilingual contracts and handwritten notes, document parsing stands at the intersection of vision and language. Traditional Optical Character Recognition (OCR) systems have made impressive strides but they often fall ...

#PaddleOCR-VL #Multilingual #DocumentParsing #VisionLanguageModel #OCR #AI
🔹 Title: Do LLMs "Feel"? Emotion Circuits Discovery and Control

🔹 Publication Date: Published on Oct 13

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2510.11328
• PDF: https://arxiv.org/pdf/2510.11328
• Github: https://github.com/Aurora-cx/EmotionCircuits-LLM

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🤖🧠 Top 30 More Retro Bollywood Diwali Portrait Prompts for Women Using Gemini AI – Part 2

🗓️ 20 Oct 2025
📚 AI News & Trends

The Diwali celebrations continue and so does the nostalgia! After the huge buzz around our Top 20 Retro Bollywood Diwali Portrait Ideas, we’re back with Part 2 featuring prompts 21 to 50 curated to help you create even more magical, cinematic AI portraits using Google Gemini AI. If you loved the 90s-style Diwali aesthetics shimmering ...
🔹 Title: Adapting Self-Supervised Representations as a Latent Space for Efficient Generation

🔹 Publication Date: Published on Oct 16

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2510.14630
• PDF: https://arxiv.org/pdf/2510.14630
• Github: https://github.com/CompVis/RepTok

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🔹 Title: DeepAnalyze: Agentic Large Language Models for Autonomous Data Science

🔹 Publication Date: Published on Oct 19

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2510.16872
• PDF: https://arxiv.org/pdf/2510.16872
• Project Page: https://ruc-deepanalyze.github.io/
• Github: https://github.com/ruc-datalab/DeepAnalyze

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🔹 Title: Towards Mixed-Modal Retrieval for Universal Retrieval-Augmented Generation

🔹 Publication Date: Published on Oct 20

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2510.17354
• PDF: https://arxiv.org/pdf/2510.17354

🔹 Datasets citing this paper:
https://huggingface.co/datasets/SnowNation/NyxQA

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🔹 Title: PICABench: How Far Are We from Physically Realistic Image Editing?

🔹 Publication Date: Published on Oct 20

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2510.17681
• PDF: https://arxiv.org/pdf/2510.17681
• Project Page: https://picabench.github.io/
• Github: https://picabench.github.io/

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🔹 Title: Executable Knowledge Graphs for Replicating AI Research

🔹 Publication Date: Published on Oct 20

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2510.17795
• PDF: https://arxiv.org/pdf/2510.17795

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🔹 Title: ConsistEdit: Highly Consistent and Precise Training-free Visual Editing

🔹 Publication Date: Published on Oct 20

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2510.17803
• PDF: https://arxiv.org/pdf/2510.17803
• Project Page: https://zxyin.github.io/ConsistEdit
• Github: https://github.com/zxYin/ConsistEdit_Code

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🔹 Title: FineVision: Open Data Is All You Need

🔹 Publication Date: Published on Oct 20

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2510.17269
• PDF: https://arxiv.org/pdf/2510.17269
• Project Page: https://huggingface.co/spaces/HuggingFaceM4/FineVision

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🔹 Title: Visual Autoregressive Models Beat Diffusion Models on Inference Time Scaling

🔹 Publication Date: Published on Oct 19

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2510.16751
• PDF: https://arxiv.org/pdf/2510.16751

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🔹 Title: Beyond Pipelines: A Survey of the Paradigm Shift toward Model-Native Agentic AI

🔹 Publication Date: Published on Oct 19

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2510.16720
• PDF: https://arxiv.org/pdf/2510.16720
• Project Page: https://github.com/ADaM-BJTU/model-native-agentic-ai
• Github: https://github.com/ADaM-BJTU/model-native-agentic-ai

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🔹 Title: Enterprise Deep Research: Steerable Multi-Agent Deep Research for Enterprise Analytics

🔹 Publication Date: Published on Oct 20

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2510.17797
• PDF: https://arxiv.org/pdf/2510.17797
• Github: https://huggingface.co/papers?q=github

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🔹 Title: Deep Self-Evolving Reasoning

🔹 Publication Date: Published on Oct 20

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2510.17498
• PDF: https://arxiv.org/pdf/2510.17498

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🔹 Title: Balanced Multi-Task Attention for Satellite Image Classification: A Systematic Approach to Achieving 97.23% Accuracy on EuroSAT Without Pre-Training

🔹 Publication Date: Published on Oct 17

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2510.15527
• PDF: https://arxiv.org/pdf/2510.15527

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🔹 Title: Knowledge-based Visual Question Answer with Multimodal Processing, Retrieval and Filtering

🔹 Publication Date: Published on Oct 16

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2510.14605
• PDF: https://arxiv.org/pdf/2510.14605

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🔹 Title: AsyncVoice Agent: Real-Time Explanation for LLM Planning and Reasoning

🔹 Publication Date: Published on Oct 17

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2510.16156
• PDF: https://arxiv.org/pdf/2510.16156

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🔹 Title: Glyph: Scaling Context Windows via Visual-Text Compression

🔹 Publication Date: Published on Oct 20

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2510.17800
• PDF: https://arxiv.org/pdf/2510.17800

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🔹 Title: Uniworld-V2: Reinforce Image Editing with Diffusion Negative-aware Finetuning and MLLM Implicit Feedback

🔹 Publication Date: Published on Oct 19

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2510.16888
• PDF: https://arxiv.org/pdf/2510.16888
• Github: https://github.com/PKU-YuanGroup/UniWorld-V2

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🔹 Title: Annotation-Efficient Universal Honesty Alignment

🔹 Publication Date: Published on Oct 20

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2510.17509
• PDF: https://arxiv.org/pdf/2510.17509

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