🔹 Title: OnePiece: Bringing Context Engineering and Reasoning to Industrial Cascade Ranking System

🔹 Publication Date: Published on Sep 22

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2509.18091
• PDF: https://arxiv.org/pdf/2509.18091

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🔹 Title: ContextFlow: Training-Free Video Object Editing via Adaptive Context Enrichment

🔹 Publication Date: Published on Sep 22

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2509.17818
• PDF: https://arxiv.org/pdf/2509.17818
• Project Page: https://yychen233.github.io/ContextFlow-page/

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🔹 Title: Qwen3-Omni Technical Report

🔹 Publication Date: Published on Sep 22

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2509.17765
• PDF: https://arxiv.org/pdf/2509.17765
• Github: https://github.com/QwenLM/Qwen3-Omni

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🔹 Title: EpiCache: Episodic KV Cache Management for Long Conversational Question Answering

🔹 Publication Date: Published on Sep 22

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2509.17396
• PDF: https://arxiv.org/pdf/2509.17396

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🔹 Title: Synthetic bootstrapped pretraining

🔹 Publication Date: Published on Sep 17

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2509.15248
• PDF: https://arxiv.org/pdf/2509.15248

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🔹 Title: OmniInsert: Mask-Free Video Insertion of Any Reference via Diffusion Transformer Models

🔹 Publication Date: Published on Sep 22

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2509.17627
• PDF: https://arxiv.org/pdf/2509.17627
• Github: https://github.com/Phantom-video/OmniInsert

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🔹 Title: SWE-Bench Pro: Can AI Agents Solve Long-Horizon Software Engineering Tasks?

🔹 Publication Date: Published on Sep 21

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2509.16941
• PDF: https://arxiv.org/pdf/2509.16941
• Project Page: https://scale.com/research/swe_bench_pro

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🔹 Title: Mano Report

🔹 Publication Date: Published on Sep 22

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2509.17336
• PDF: https://arxiv.org/pdf/2509.17336

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🔹 Title: ARE: Scaling Up Agent Environments and Evaluations

🔹 Publication Date: Published on Sep 21

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2509.17158
• PDF: https://arxiv.org/pdf/2509.17158

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🔹 Title: From Hugging Face to GitHub: Tracing License Drift in the Open-Source AI Ecosystem

🔹 Publication Date: Published on Sep 11

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2509.09873
• PDF: https://arxiv.org/pdf/2509.09873
• Project Page: https://huggingface.co/papers?q=GitHub%20projects

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📌 Paper Walkthrough: Attention Is All You Need

🗂 Category: DEEP LEARNING

🕒 Date: 2024-11-03 | ⏱️ Read time: 46 min read

The complete guide to implementing a Transformer from scratch

🔹 Title: LIMI: Less is More for Agency

🔹 Publication Date: Published on Sep 22

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2509.17567
• PDF: https://arxiv.org/pdf/2509.17567
• Project Page: https://github.com/GAIR-NLP/LIMI
• Github: https://github.com/GAIR-NLP/LIMI

🔹 Datasets citing this paper:
• https://huggingface.co/datasets/GAIR/LIMI

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🔹 Title: StereoAdapter: Adapting Stereo Depth Estimation to Underwater Scenes

🔹 Publication Date: Published on Sep 19

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2509.16415
• PDF: https://arxiv.org/pdf/2509.16415
• Project Page: https://aigeeksgroup.github.io/StereoAdapter/
• Github: https://github.com/AIGeeksGroup/StereoAdapter

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🔹 Title: Understanding Embedding Scaling in Collaborative Filtering

🔹 Publication Date: Published on Sep 19

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2509.15709
• PDF: https://arxiv.org/pdf/2509.15709

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🔹 Title: AuditoryBench++: Can Language Models Understand Auditory Knowledge without Hearing?

🔹 Publication Date: Published on Sep 22

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2509.17641
• PDF: https://arxiv.org/pdf/2509.17641
• Github: https://auditorybenchpp.github.io/

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🔹 Title: When Big Models Train Small Ones: Label-Free Model Parity Alignment for Efficient Visual Question Answering using Small VLMs

🔹 Publication Date: Published on Sep 20

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2509.16633
• PDF: https://arxiv.org/pdf/2509.16633
• Github: https://github.com/vl2g/MPA

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🔹 Title: From Uniform to Heterogeneous: Tailoring Policy Optimization to Every Token's Nature

🔹 Publication Date: Published on Sep 20

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2509.16591
• PDF: https://arxiv.org/pdf/2509.16591
• Github: https://github.com/starriver030515/HAPO

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🔹 Title: MetaEmbed: Scaling Multimodal Retrieval at Test-Time with Flexible Late Interaction

🔹 Publication Date: Published on Sep 22

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2509.18095
• PDF: https://arxiv.org/pdf/2509.18095

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🔹 Title: GeoPQA: Bridging the Visual Perception Gap in MLLMs for Geometric Reasoning

🔹 Publication Date: Published on Sep 22

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2509.17437
• PDF: https://arxiv.org/pdf/2509.17437

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🔹 Title: VaseVQA: Multimodal Agent and Benchmark for Ancient Greek Pottery

🔹 Publication Date: Published on Sep 21

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2509.17191
• PDF: https://arxiv.org/pdf/2509.17191

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