🔹 Title: MultiEdit: Advancing Instruction-based Image Editing on Diverse and Challenging Tasks

🔹 Publication Date: Published on Sep 18

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2509.14638
• PDF: https://arxiv.org/pdf/2509.14638
• Project Page: https://huggingface.co/datasets/inclusionAI/MultiEdit

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🔹 Title: RynnVLA-001: Using Human Demonstrations to Improve Robot Manipulation

🔹 Publication Date: Published on Sep 18

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2509.15212
• PDF: https://arxiv.org/pdf/2509.15212
• Github: https://github.com/alibaba-damo-academy/RynnVLA-001

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🔹 Title: WorldForge: Unlocking Emergent 3D/4D Generation in Video Diffusion Model via Training-Free Guidance

🔹 Publication Date: Published on Sep 18

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2509.15130
• PDF: https://arxiv.org/pdf/2509.15130
• Project Page: https://worldforge-agi.github.io/

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🔹 Title: AToken: A Unified Tokenizer for Vision

🔹 Publication Date: Published on Sep 17

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2509.14476
• PDF: https://arxiv.org/pdf/2509.14476

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🔹 Title: Understand Before You Generate: Self-Guided Training for Autoregressive Image Generation

🔹 Publication Date: Published on Sep 18

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2509.15185
• PDF: https://arxiv.org/pdf/2509.15185

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🔹 Title: Unleashing the Potential of Multimodal LLMs for Zero-Shot Spatio-Temporal Video Grounding

🔹 Publication Date: Published on Sep 18

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2509.15178
• PDF: https://arxiv.org/pdf/2509.15178
• Github: https://github.com/zaiquanyang/LLaVA_Next_STVG

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🔹 Title: FSG-Net: Frequency-Spatial Synergistic Gated Network for High-Resolution Remote Sensing Change Detection

🔹 Publication Date: Published on Sep 8

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2509.06482
• PDF: https://arxiv.org/pdf/2509.06482
• Github: https://github.com/zxXie-Air/FSG-Net

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🔹 Title: Reasoning over Boundaries: Enhancing Specification Alignment via Test-time Delibration

🔹 Publication Date: Published on Sep 18

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2509.14760
• PDF: https://arxiv.org/pdf/2509.14760

🔹 Datasets citing this paper:
• https://huggingface.co/datasets/zzzhr97/SpecBench

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🔹 Title: EchoVLM: Dynamic Mixture-of-Experts Vision-Language Model for Universal Ultrasound Intelligence

🔹 Publication Date: Published on Sep 18

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2509.14977
• PDF: https://arxiv.org/pdf/2509.14977
• Github: https://github.com/Asunatan/EchoVLM

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🔹 Title: Mind the Gap: A Closer Look at Tokenization for Multiple-Choice Question Answering with LLMs

🔹 Publication Date: Published on Sep 18

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2509.15020
• PDF: https://arxiv.org/pdf/2509.15020

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🔹 Title: RecoWorld: Building Simulated Environments for Agentic Recommender Systems

🔹 Publication Date: Published on Sep 12

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2509.10397
• PDF: https://arxiv.org/pdf/2509.10397

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🔹 Title: Agentic Software Engineering: Foundational Pillars and a Research Roadmap

🔹 Publication Date: Published on Sep 7

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2509.06216
• PDF: https://arxiv.org/pdf/2509.06216

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🔹 Title: Developer-LLM Conversations: An Empirical Study of Interactions and Generated Code Quality

🔹 Publication Date: Published on Sep 12

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2509.10402
• PDF: https://arxiv.org/pdf/2509.10402

🔹 Datasets citing this paper:
• https://huggingface.co/datasets/Suzhen/CodeChat

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🔹 Title: Apertus: Democratizing Open and Compliant LLMs for Global Language Environments

🔹 Publication Date: Published on Sep 17

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2509.14233
• PDF: https://arxiv.org/pdf/2509.14233
• Project Page: https://www.swiss-ai.org/apertus
• Github: https://github.com/swiss-ai/apertus-tech-report

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🔹 Title: Can Multimodal LLMs See Materials Clearly? A Multimodal Benchmark on Materials Characterization

🔹 Publication Date: Published on Sep 11

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2509.09307
• PDF: https://arxiv.org/pdf/2509.09307

🔹 Datasets citing this paper:
• https://huggingface.co/datasets/FreedomIntelligence/MatCha

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🔹 Title: EdiVal-Agent: An Object-Centric Framework for Automated, Scalable, Fine-Grained Evaluation of Multi-Turn Editing

🔹 Publication Date: Published on Sep 16

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2509.13399
• PDF: https://arxiv.org/pdf/2509.13399
• Github: https://tianyucodings.github.io/EdiVAL-page/

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