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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🔹 Title: Multimodal Prompt Optimization: Why Not Leverage Multiple Modalities for MLLMs

🔹 Publication Date: Published on Oct 10

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2510.09201
• PDF: https://arxiv.org/pdf/2510.09201
• Github: https://github.com/Dozi01/MPO

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🔹 Title: R-Horizon: How Far Can Your Large Reasoning Model Really Go in Breadth and Depth?

🔹 Publication Date: Published on Oct 9

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2510.08189
• PDF: https://arxiv.org/pdf/2510.08189

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🔹 Title: Parallel Test-Time Scaling for Latent Reasoning Models

🔹 Publication Date: Published on Oct 9

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2510.07745
• PDF: https://arxiv.org/pdf/2510.07745
• Github: https://github.com/YRYangang/LatentTTS

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🔹 Title: TC-LoRA: Temporally Modulated Conditional LoRA for Adaptive Diffusion Control

🔹 Publication Date: Published on Oct 10

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2510.09561
• PDF: https://arxiv.org/pdf/2510.09561

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🔹 Title: PhysToolBench: Benchmarking Physical Tool Understanding for MLLMs

🔹 Publication Date: Published on Oct 10

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2510.09507
• PDF: https://arxiv.org/pdf/2510.09507
• Github: https://github.com/EnVision-Research/PhysToolBench

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🔹 Title: BigCodeArena: Unveiling More Reliable Human Preferences in Code Generation via Execution

🔹 Publication Date: Published on Oct 9

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2510.08697
• PDF: https://arxiv.org/pdf/2510.08697

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🔹 Title: Temporal Prompting Matters: Rethinking Referring Video Object Segmentation

🔹 Publication Date: Published on Oct 8

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2510.07319
• PDF: https://arxiv.org/pdf/2510.07319

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🔹 Title: Instant4D: 4D Gaussian Splatting in Minutes

🔹 Publication Date: Published on Oct 1

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2510.01119
• PDF: https://arxiv.org/pdf/2510.01119

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🤖🧠 Top 20 Ultimate Bollywood Diwali Portrait Ideas for Women Using Gemini AI

🗓️ 12 Oct 2025
📚 AI News & Trends

Diwali 2025 is around the corner, and celebrations are not just about lights and sweets anymore. With Gemini AI, you can now transform your selfies into cinematic, vintage Bollywood-style portraits that capture the nostalgic charm of the 90s. From glowing diyas to intricate lehengas and sarees, Gemini AI allows you to bring the festival of ...

#BollywoodDiwali #GeminiAI #FestivalPortraits #Diwali2025 #AIImageGeneration #WomenFashion
🔹 Title: StatEval: A Comprehensive Benchmark for Large Language Models in Statistics

🔹 Publication Date: Published on Oct 10

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2510.09517
• PDF: https://arxiv.org/pdf/2510.09517
• Github: https://stateval.github.io/

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🔹 Title: ARES: Multimodal Adaptive Reasoning via Difficulty-Aware Token-Level Entropy Shaping

🔹 Publication Date: Published on Oct 9

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2510.08457
• PDF: https://arxiv.org/pdf/2510.08457
• Github: https://github.com/shawn0728/ARES

🔹 Datasets citing this paper:
https://huggingface.co/datasets/ares0728/ARES-Adaptive-Coldstart
https://huggingface.co/datasets/ares0728/ARES-hard-validation

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🔹 Title: AutoPR: Let's Automate Your Academic Promotion!

🔹 Publication Date: Published on Oct 10

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2510.09558
• PDF: https://arxiv.org/pdf/2510.09558
• Project Page: https://yzweak.github.io/autopr.github.io/
• Github: https://github.com/LightChen233/AutoPR

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🔹 Title: MRMR: A Realistic and Expert-Level Multidisciplinary Benchmark for Reasoning-Intensive Multimodal Retrieval

🔹 Publication Date: Published on Oct 10

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2510.09510
• PDF: https://arxiv.org/pdf/2510.09510

🔹 Datasets citing this paper:
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🔹 Title: GTAlign: Game-Theoretic Alignment of LLM Assistants for Mutual Welfare

🔹 Publication Date: Published on Oct 10

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2510.08872
• PDF: https://arxiv.org/pdf/2510.08872
• Github: https://github.com/ulab-uiuc/GTAlign

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🔹 Title: Understanding DeepResearch via Reports

🔹 Publication Date: Published on Oct 9

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2510.07861
• PDF: https://arxiv.org/pdf/2510.07861

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🔹 Title: A Goal Without a Plan Is Just a Wish: Efficient and Effective Global Planner Training for Long-Horizon Agent Tasks

🔹 Publication Date: Published on Oct 7

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2510.05608
• PDF: https://arxiv.org/pdf/2510.05608

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🔹 Title: Mitigating Overthinking through Reasoning Shaping

🔹 Publication Date: Published on Oct 10

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2510.09535
• PDF: https://arxiv.org/pdf/2510.09535

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🔹 Title: Speculative Jacobi-Denoising Decoding for Accelerating Autoregressive Text-to-image Generation

🔹 Publication Date: Published on Oct 10

🔹 Paper Links:
• arXiv Page: https://arxiv.org/pdf/2510.08994
• PDF: https://arxiv.org/pdf/2510.08994

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🤖🧠 Quivr AI: Building Your Second Brain with Open-Source Generative Intelligence

🗓️ 12 Oct 2025
📚 AI News & Trends

In the rapidly evolving landscape of artificial intelligence, developers and businesses are seeking solutions that merge flexibility, power, and simplicity. Enter Quivr — an open-source framework designed to help you build your own “second brain” powered by Generative AI. Whether you’re an indie developer, startup founder or enterprise engineer, it makes it possible to integrate ...

#QuivrAI #SecondBrain #GenerativeAI #OpenSourceAI #AIFramework #AIProductivity
🔹 Title: ACE: Attribution-Controlled Knowledge Editing for Multi-hop Factual Recall

🔹 Publication Date: Published on Oct 9

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2510.07896
• PDF: https://arxiv.org/pdf/2510.07896

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🔹 Title: DISCO: Diversifying Sample Condensation for Efficient Model Evaluation

🔹 Publication Date: Published on Oct 9

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2510.07959
• PDF: https://arxiv.org/pdf/2510.07959
• Github: https://github.com/arubique/disco-public

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