🔹 Title: Ferret-UI Lite: Lessons from Building Small On-Device GUI Agents

🔹 Publication Date: Published on Sep 30

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2509.26539
• PDF: https://arxiv.org/pdf/2509.26539

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🔹 Title: Test-Time Policy Adaptation for Enhanced Multi-Turn Interactions with LLMs

🔹 Publication Date: Published on Sep 27

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2509.23166
• PDF: https://arxiv.org/pdf/2509.23166
• Github: https://github.com/kithib/ROSA

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🔹 Title: TAU: A Benchmark for Cultural Sound Understanding Beyond Semantics

🔹 Publication Date: Published on Sep 30

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2509.26329
• PDF: https://arxiv.org/pdf/2509.26329

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🔹 Title: VisualOverload: Probing Visual Understanding of VLMs in Really Dense Scenes

🔹 Publication Date: Published on Sep 29

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2509.25339
• PDF: https://arxiv.org/pdf/2509.25339
• Project Page: https://paulgavrikov.github.io/visualoverload/
• Github: https://github.com/paulgavrikov/visualoverload

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🔹 Title: Probing the Critical Point (CritPt) of AI Reasoning: a Frontier Physics Research Benchmark

🔹 Publication Date: Published on Sep 30

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2509.26574
• PDF: https://arxiv.org/pdf/2509.26574

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🔹 Title: Voice Evaluation of Reasoning Ability: Diagnosing the Modality-Induced Performance Gap

🔹 Publication Date: Published on Sep 30

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2509.26542
• PDF: https://arxiv.org/pdf/2509.26542

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🔹 Title: Knowledge Homophily in Large Language Models

🔹 Publication Date: Published on Sep 28

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2509.23773
• PDF: https://arxiv.org/pdf/2509.23773

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🔹 Title: Stable Cinemetrics : Structured Taxonomy and Evaluation for Professional Video Generation

🔹 Publication Date: Published on Sep 30

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2509.26555
• PDF: https://arxiv.org/pdf/2509.26555
• Project Page: https://stable-cinemetrics.github.io/

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🔹 Title: LayerD: Decomposing Raster Graphic Designs into Layers

🔹 Publication Date: Published on Sep 29

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2509.25134
• PDF: https://arxiv.org/pdf/2509.25134
• Project Page: https://cyberagentailab.github.io/LayerD/
• Github: https://cyberagentailab.github.io/LayerD/

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🔹 Title: MANI-Pure: Magnitude-Adaptive Noise Injection for Adversarial Purification

🔹 Publication Date: Published on Sep 29

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2509.25082
• PDF: https://arxiv.org/pdf/2509.25082

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🔹 Title: Who invented deep residual learning?

🔹 Publication Date: Published on Sep 29

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2509.24732
• PDF: https://arxiv.org/pdf/2509.24732

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🔹 Title: DeepScientist: Advancing Frontier-Pushing Scientific Findings Progressively

🔹 Publication Date: Published on Sep 30

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2509.26603
• PDF: https://arxiv.org/pdf/2509.26603
• Project Page: https://ai-researcher.net
• Github: https://github.com/ResearAI/DeepScientist

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🔹 Title: A Cartography of Open Collaboration in Open Source AI: Mapping Practices, Motivations, and Governance in 14 Open Large Language Model Projects

🔹 Publication Date: Published on Sep 29

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2509.25397
• PDF: https://arxiv.org/pdf/2509.25397

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🔹 Title: TTT3R: 3D Reconstruction as Test-Time Training

🔹 Publication Date: Published on Sep 30

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2509.26645
• PDF: https://arxiv.org/pdf/2509.26645

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🔹 Title: ProfVLM: A Lightweight Video-Language Model for Multi-View Proficiency Estimation

🔹 Publication Date: Published on Sep 30

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2509.26278
• PDF: https://arxiv.org/pdf/2509.26278
• Project Page: https://huggingface.co/papers?q=AttentiveGatedProjector

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🔹 Title: BuildBench: Benchmarking LLM Agents on Compiling Real-World Open-Source Software

🔹 Publication Date: Published on Sep 27

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2509.25248
• PDF: https://arxiv.org/pdf/2509.25248

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📌 Paper Walkthrough: U-Net

🗂 Category: DEEP LEARNING

🕒 Date: 2024-09-20 | ⏱️ Read time: 16 min read

A PyTorch implementation on one of the most popular semantic segmentation models.

🔹 Title: Winning the Pruning Gamble: A Unified Approach to Joint Sample and Token Pruning for Efficient Supervised Fine-Tuning

🔹 Publication Date: Published on Sep 28

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2509.23873
• PDF: https://arxiv.org/pdf/2509.23873

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🔹 Title: EntroPE: Entropy-Guided Dynamic Patch Encoder for Time Series Forecasting

🔹 Publication Date: Published on Sep 30

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2509.26157
• PDF: https://arxiv.org/pdf/2509.26157
• Github: https://github.com/Sachithx/EntroPE

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