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

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🔹 Title: 2D Gaussian Splatting with Semantic Alignment for Image Inpainting

🔹 Publication Date: Published on Sep 2

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2509.01964
• PDF: https://arxiv.org/pdf/2509.01964
• Github: https://github.com/hitlhy715/2DGS_inpaint

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🔹 Title: Can Understanding and Generation Truly Benefit Together -- or Just Coexist?

🔹 Publication Date: Published on Sep 11

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2509.09666
• PDF: https://arxiv.org/pdf/2509.09666

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🔹 Title: VLA-Adapter: An Effective Paradigm for Tiny-Scale Vision-Language-Action Model

🔹 Publication Date: Published on Sep 11

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2509.09372
• PDF: https://arxiv.org/pdf/2509.09372
• Project Page: https://vla-adapter.github.io/
• Github: https://vla-adapter.github.io/

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🔹 Title: Reasoning Introduces New Poisoning Attacks Yet Makes Them More Complicated

🔹 Publication Date: Published on Sep 6

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2509.05739
• PDF: https://arxiv.org/pdf/2509.05739

🔹 Datasets citing this paper:
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🔹 Title: Modality Alignment with Multi-scale Bilateral Attention for Multimodal Recommendation

🔹 Publication Date: Published on Sep 11

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2509.09114
• PDF: https://arxiv.org/pdf/2509.09114
• Github: https://github.com/rkl71/MambaRec

🔹 Datasets citing this paper:
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🔹 Title: mmBERT: A Modern Multilingual Encoder with Annealed Language Learning

🔹 Publication Date: Published on Sep 8

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2509.06888
• PDF: https://arxiv.org/pdf/2509.06888

🔹 Datasets citing this paper:
https://huggingface.co/datasets/jhu-clsp/mmBERT-midtraining-data
https://huggingface.co/datasets/jhu-clsp/mmBERT-pretrain-p2-fineweb2-remaining
https://huggingface.co/datasets/jhu-clsp/mmBERT-pretrain-p3-others
https://huggingface.co/datasets/jhu-clsp/mmBERT-pretrain-p1-fineweb2-langs

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🔹 Title: Cross-Domain Evaluation of Transformer-Based Vulnerability Detection on Open & Industry Data

🔹 Publication Date: Published on Sep 11

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2509.09313
• PDF: https://arxiv.org/pdf/2509.09313

🔹 Datasets citing this paper:
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🔹 Title: Towards Better Dental AI: A Multimodal Benchmark and Instruction Dataset for Panoramic X-ray Analysis

🔹 Publication Date: Published on Sep 11

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2509.09254
• PDF: https://arxiv.org/pdf/2509.09254

🔹 Datasets citing this paper:
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🔹 Title: All You Need Is A Fuzzing Brain: An LLM-Powered System for Automated Vulnerability Detection and Patching

🔹 Publication Date: Published on Sep 8

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2509.07225
• PDF: https://arxiv.org/pdf/2509.07225
• Github: https://o2lab.github.io/FuzzingBrain-Leaderboard

🔹 Datasets citing this paper:
https://huggingface.co/datasets/Kitxuuu/AIXCC-C-Challenge

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🔹 Title: AU-Harness: An Open-Source Toolkit for Holistic Evaluation of Audio LLMs

🔹 Publication Date: Published on Sep 9

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2509.08031
• PDF: https://arxiv.org/pdf/2509.08031
• Project Page: https://au-harness.github.io/
• Github: https://github.com/ServiceNow/AU-Harness

🔹 Datasets citing this paper:
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3
🔹 Title: Spatial Reasoning with Vision-Language Models in Ego-Centric Multi-View Scenes

🔹 Publication Date: Published on Sep 8

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2509.06266
• PDF: https://arxiv.org/pdf/2509.06266
• Project Page: https://vbdi.github.io/Ego3D-Bench-webpage/
• Github: https://github.com/vbdi/Ego3D-Bench

🔹 Datasets citing this paper:
https://huggingface.co/datasets/vbdai/Ego3D-Bench

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🔹 Title: MachineLearningLM: Continued Pretraining Language Models on Millions of Synthetic Tabular Prediction Tasks Scales In-Context ML

🔹 Publication Date: Published on Sep 8

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2509.06806
• PDF: https://arxiv.org/pdf/2509.06806
• Project Page: https://huggingface.co/MachineLearningLM/
• Github: https://github.com/HaoAreYuDong/MachineLearningLM

🔹 Datasets citing this paper:
https://huggingface.co/datasets/MachineLearningLM/machinelearninglm-scm-synthetic-tabularml

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ML Research Hub pinned «🚀🔥 𝗕𝗲𝗰𝗼𝗺𝗲 𝗮𝗻 𝗔𝗴𝗲𝗻𝘁𝗶𝗰 𝗔𝗜 𝗕𝘂𝗶𝗹𝗱𝗲𝗿 — 𝗙𝗿𝗲𝗲 𝗖𝗲𝗿𝘁𝗶𝗳𝗶𝗰𝗮𝘁𝗶𝗼𝗻 𝗣𝗿𝗼𝗴𝗿𝗮𝗺 Master the hottest skill in tech: building intelligent AI systems that think and act independently. Learn to build smart 𝗰𝗵𝗮𝘁𝗯𝗼𝘁𝘀, 𝗔𝗜 𝗮𝘀𝘀𝗶𝘀𝘁𝗮𝗻𝘁𝘀 𝗮𝗻𝗱 𝗺𝘂𝗹𝘁𝗶-𝗮𝗴𝗲𝗻𝘁 𝘀𝘆𝘀𝘁𝗲𝗺𝘀. 𝗘𝗮𝗿𝗻 𝗽𝗿𝗼𝗳𝗲𝘀𝘀𝗶𝗼𝗻𝗮𝗹 𝗰𝗲𝗿𝘁𝗶𝗳𝗶𝗰𝗮𝘁𝗶𝗼𝗻…»
🔹 Title: The Illusion of Diminishing Returns: Measuring Long Horizon Execution in LLMs

🔹 Publication Date: Published on Sep 11

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2509.09677
• PDF: https://arxiv.org/pdf/2509.09677

🔹 Datasets citing this paper:
https://huggingface.co/datasets/arvindh75/Long-Horizon-Execution

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🔹 Title: InfGen: A Resolution-Agnostic Paradigm for Scalable Image Synthesis

🔹 Publication Date: Published on Sep 12

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2509.10441
• PDF: https://arxiv.org/pdf/2509.10441

🔹 Datasets citing this paper:
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🔹 Title: Color Me Correctly: Bridging Perceptual Color Spaces and Text Embeddings for Improved Diffusion Generation

🔹 Publication Date: Published on Sep 12

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2509.10058
• PDF: https://arxiv.org/pdf/2509.10058

🔹 Datasets citing this paper:
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🔹 Title: QuantAgent: Price-Driven Multi-Agent LLMs for High-Frequency Trading

🔹 Publication Date: Published on Sep 12

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2509.09995
• PDF: https://arxiv.org/pdf/2509.09995

🔹 Datasets citing this paper:
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🔹 Title: MCP-AgentBench: Evaluating Real-World Language Agent Performance with MCP-Mediated Tools

🔹 Publication Date: Published on Sep 10

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2509.09734
• PDF: https://arxiv.org/pdf/2509.09734

🔹 Datasets citing this paper:
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🔹 Title: VStyle: A Benchmark for Voice Style Adaptation with Spoken Instructions

🔹 Publication Date: Published on Sep 9

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2509.09716
• PDF: https://arxiv.org/pdf/2509.09716
• Project Page: https://junzhan2000.github.io/VStyle.github.io/
• Github: https://github.com/alibaba/vstyle

🔹 Datasets citing this paper:
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