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Lost in Transmission: When and Why LLMs Fail to Reason Globally
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PaddleOCR-VL-1.5: Towards a Multi-Task 0.9B VLM for Robust In-the-Wild Document Parsing
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PI-Light: Physics-Inspired Diffusion for Full-Image Relighting
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M2XFP: A Metadata-Augmented Microscaling Data Format for Efficient Low-bit Quantization
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Youtu-Parsing: Perception, Structuring and Recognition via High-Parallelism Decoding
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Thought-Transfer: Indirect Targeted Poisoning Attacks on Chain-of-Thought Reasoning Models
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DeepSeek-OCR 2: Visual Causal Flow
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WorldVQA: Measuring Atomic World Knowledge in Multimodal Large Language Models
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Efficient Autoregressive Video Diffusion with Dummy Head
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Chain-of-Thought Prompting Elicits Reasoning in Large Language Models
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Youtu-VL: Unleashing Visual Potential via Unified Vision-Language Supervision
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Astra: General Interactive World Model with Autoregressive Denoising
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Towards Pixel-Level VLM Perception via Simple Points Prediction
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Differentiable Semantic ID for Generative Recommendation
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Dep-Search: Learning Dependency-Aware Reasoning Traces with Persistent Memory
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Agentic Very Long Video Understanding
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EvoCUA: Evolving Computer Use Agents via Learning from Scalable Synthetic Experience
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AnyView: Synthesizing Any Novel View in Dynamic Scenes
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Latent Diffusion for Internet of Things Attack Data Generation in Intrusion Detection SystemsUniversidad Rey Juan Carlos
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DSGym: A Holistic Framework for Evaluating and Training Data Science Agents
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CamPilot: Improving Camera Control in Video Diffusion Model with Efficient Camera Reward Feedback
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Can LLMs Clean Up Your Mess? A Survey of Application-Ready Data Preparation with LLMs
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DeepASMR: LLM-Based Zero-Shot ASMR Speech Generation for Anyone of Any Voice
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RayRoPE: Projective Ray Positional Encoding for Multi-view Attention
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OmniView: An All-Seeing Diffusion Model for 3D and 4D View Synthesis
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Unified Text-Image Generation with Weakness-Targeted Post-Training
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Zebra-Llama: Towards Extremely Efficient Hybrid Models
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From Chains to Graphs: Self-Structured Reasoning for General-Domain LLMs
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Learning Latent Action World Models In The Wild
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SOFAI-LM: A Cognitive Architecture for Building Efficient and Reliable Reasoning Systems with LLMs
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Small Models, Big Impact: Tool-Augmented AI Agents for Wireless Network PlanningKing Abdullah University of Science and Technology (KAUST)
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Understanding and Steering the Cognitive Behaviors of Reasoning Models at Test-Time
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RISER: Orchestrating Latent Reasoning Skills for Adaptive Activation Steering
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S2DiT: Sandwich Diffusion Transformer for Mobile Streaming Video Generation
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Recurrent Confidence Chain: Temporal-Aware Uncertainty Quantification in Large Language Models
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Power Aware Dynamic Reallocation For Inference
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ToolPRMBench: Evaluating and Advancing Process Reward Models for Tool-using Agents
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MMDeepResearch-Bench: A Benchmark for Multimodal Deep Research Agents
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Agentic Reasoning for Large Language Models
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Terminal-Bench: Benchmarking Agents on Hard, Realistic Tasks in Command Line Interfaces
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FlashLabs Chroma 1.0: A Real-Time End-to-End Spoken Dialogue Model with Personalized Voice Cloning
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VINO: A Unified Visual Generator with Interleaved OmniModal Context
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KernelEvolve: Scaling Agentic Kernel Coding for Heterogeneous AI Accelerators at Meta
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OCTOBENCH: Benchmarking Scaffold-Aware Instruction Following in Repository-Grounded Agentic Coding
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TranslateGemma Technical Report
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AgencyBench: Benchmarking the Frontiers of Autonomous Agents in 1M-Token Real-World Contexts
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The Assistant Axis: Situating and Stabilizing the Default Persona of Language Models
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Collaborative Multi-Agent Test-Time Reinforcement Learning for Reasoning
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Reasoning Models Generate Societies of Thought
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Hardware Acceleration for Neural Networks: A Comprehensive SurveyArizona State University
