🔹 Title: PANORAMA: The Rise of Omnidirectional Vision in the Embodied AI Era

🔹 Publication Date: Published on Sep 16

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2509.12989
• PDF: https://arxiv.org/pdf/2509.12989

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🔹 Title: Improving Context Fidelity via Native Retrieval-Augmented Reasoning

🔹 Publication Date: Published on Sep 17

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2509.13683
• PDF: https://arxiv.org/pdf/2509.13683
• Project Page: https://foundationagents.github.io/CARE
• Github: https://github.com/FoundationAgents/CARE

🔹 Datasets citing this paper:
• https://huggingface.co/datasets/sheryc/ms_marco_care
• https://huggingface.co/datasets/sheryc/DROP_care
• https://huggingface.co/datasets/sheryc/hotpotqa_care

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🔹 Title: MedReseacher-R1: Expert-Level Medical Deep Researcher via A Knowledge-Informed Trajectory Synthesis Framework

🔹 Publication Date: Published on Aug 20

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2508.14880
• PDF: https://arxiv.org/pdf/2508.14880

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🔹 Title: AERIS: Argonne Earth Systems Model for Reliable and Skillful Predictions

🔹 Publication Date: Published on Sep 16

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2509.13523
• PDF: https://arxiv.org/pdf/2509.13523

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🔹 Title: Quantum Variational Activation Functions Empower Kolmogorov-Arnold Networks

🔹 Publication Date: Published on Sep 17

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2509.14026
• PDF: https://arxiv.org/pdf/2509.14026
• Project Page: https://qkan.jimq.cc/
• Github: https://github.com/Jim137/qkan

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🔹 Title: Hybrid Quantum-Classical Model for Image Classification

🔹 Publication Date: Published on Sep 14

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2509.13353
• PDF: https://arxiv.org/pdf/2509.13353
• Github: https://github.com/adnanphp/Hybrid-Quantum-Classical

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🔹 Title: LLM-I: LLMs are Naturally Interleaved Multimodal Creators

🔹 Publication Date: Published on Sep 17

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2509.13642
• PDF: https://arxiv.org/pdf/2509.13642

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🔹 Title: Synthesizing Behaviorally-Grounded Reasoning Chains: A Data-Generation Framework for Personal Finance LLMs

🔹 Publication Date: Published on Sep 17

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2509.14180
• PDF: https://arxiv.org/pdf/2509.14180

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🔹 Title: Image Tokenizer Needs Post-Training

🔹 Publication Date: Published on Sep 15

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2509.12474
• PDF: https://arxiv.org/pdf/2509.12474
• Github: https://github.com/qiuk2/RobusTok

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🔹 Title: Evolving Language Models without Labels: Majority Drives Selection, Novelty Promotes Variation

🔹 Publication Date: Published on Sep 18

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2509.15194
• PDF: https://arxiv.org/pdf/2509.15194

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🔹 Title: FinSearchComp: Towards a Realistic, Expert-Level Evaluation of Financial Search and Reasoning

🔹 Publication Date: Published on Sep 16

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2509.13160
• PDF: https://arxiv.org/pdf/2509.13160
• Github: https://randomtutu.github.io/FinSearchComp/

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🔹 Title: ScaleCUA: Scaling Open-Source Computer Use Agents with Cross-Platform Data

🔹 Publication Date: Published on Sep 18

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2509.15221
• PDF: https://arxiv.org/pdf/2509.15221
• Github: https://github.com/OpenGVLab/ScaleCUA

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🔹 Title: FlowRL: Matching Reward Distributions for LLM Reasoning

🔹 Publication Date: Published on Sep 18

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2509.15207
• PDF: https://arxiv.org/pdf/2509.15207
• Github: https://github.com/Xuekai-Zhu/FlowRL

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🔹 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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