🔹 Title: BaseReward: A Strong Baseline for Multimodal Reward Model

🔹 Publication Date: Published on Sep 19

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2509.16127
• PDF: https://arxiv.org/pdf/2509.16127

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🔹 Title: Lynx: Towards High-Fidelity Personalized Video Generation

🔹 Publication Date: Published on Sep 19

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2509.15496
• PDF: https://arxiv.org/pdf/2509.15496
• Project Page: https://byteaigc.github.io/Lynx/

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🔹 Title: WhisTLE: Deeply Supervised, Text-Only Domain Adaptation for Pretrained Speech Recognition Transformers

🔹 Publication Date: Published on Sep 12

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2509.10452
• PDF: https://arxiv.org/pdf/2509.10452

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🔹 Title: A Vision-Language-Action-Critic Model for Robotic Real-World Reinforcement Learning

🔹 Publication Date: Published on Sep 19

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2509.15937
• PDF: https://arxiv.org/pdf/2509.15937
• Project Page: https://vlac.intern-ai.org.cn/
• Github: https://github.com/InternRobotics/VLAC

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🔹 Title: Video2Roleplay: A Multimodal Dataset and Framework for Video-Guided Role-playing Agents

🔹 Publication Date: Published on Sep 17

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2509.15233
• PDF: https://arxiv.org/pdf/2509.15233

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🔹 Title: SPATIALGEN: Layout-guided 3D Indoor Scene Generation

🔹 Publication Date: Published on Sep 18

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2509.14981
• PDF: https://arxiv.org/pdf/2509.14981
• Project Page: https://manycore-research.github.io/SpatialGen
• Github: https://github.com/manycore-research/SpatialGen

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🔹 Title: Ask-to-Clarify: Resolving Instruction Ambiguity through Multi-turn Dialogue

🔹 Publication Date: Published on Sep 18

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2509.15061
• PDF: https://arxiv.org/pdf/2509.15061

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🔹 Title: Latent Zoning Network: A Unified Principle for Generative Modeling, Representation Learning, and Classification

🔹 Publication Date: Published on Sep 19

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2509.15591
• PDF: https://arxiv.org/pdf/2509.15591
• Project Page: https://zinanlin.me/blogs/latent_zoning_networks.html
• Github: https://github.com/microsoft/latent-zoning-networks

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🔹 Title: Do You Hear What I Mean? Quantifying the Instruction-Perception Gap in Instruction-Guided Expressive Text-To-Speech Systems

🔹 Publication Date: Published on Sep 17

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2509.13989
• PDF: https://arxiv.org/pdf/2509.13989

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🔹 Title: Towards Human-like Multimodal Conversational Agent by Generating Engaging Speech

🔹 Publication Date: Published on Sep 18

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2509.14627
• PDF: https://arxiv.org/pdf/2509.14627
• Project Page: https://kimtaesu24.github.io/
• Github: https://github.com/kimtaesu24/MSenC

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🔹 Title: Audio-Conditioned Diffusion LLMs for ASR and Deliberation Processing

🔹 Publication Date: Published on Sep 20

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2509.16622
• PDF: https://arxiv.org/pdf/2509.16622

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🔹 Title: Analyzing the Effects of Supervised Fine-Tuning on Model Knowledge from Token and Parameter Levels

🔹 Publication Date: Published on Sep 20

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2509.16596
• PDF: https://arxiv.org/pdf/2509.16596

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🔹 Title: DiffusionNFT: Online Diffusion Reinforcement with Forward Process

🔹 Publication Date: Published on Sep 19

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2509.16117
• PDF: https://arxiv.org/pdf/2509.16117

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🔹 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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