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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 WildMeta Platforms / National Institute for Research in Digital Science and Technology, New York University
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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 ModelsUniversity of Florida
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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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Deep GraphRAG: A Balanced Approach to Hierarchical Retrieval and Adaptive Integration
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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 ContextsShanghai Jiao Tong University, The Hong Kong Polytechnic University
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Toward Ultra-Long-Horizon Agentic Science: Cognitive Accumulation for Machine Learning Engineering
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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
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RPC-Bench: A Fine-grained Benchmark for Research Paper Comprehension
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The Hierarchy of Agentic Capabilities: Evaluating Frontier Models on Realistic RL Environments
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Silence the Judge: Reinforcement Learning with Self-Verifier via Latent Geometric Clustering
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TerraFormer: Automated Infrastructure-as-Code with LLMs Fine-Tuned via Policy-Guided Verifier Feedback
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Apollo: Unified Audio-Video Joint Generation
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Controlled LLM Training on Spectral Sphere
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The Molecular Structure of Thought: Mapping the Topology of Long Chain-of-Thought Reasoning
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Imagine-then-Plan: Agent Learning from Adaptive Lookahead with World ModelsThe Hong Kong Polytechnic University
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AgriAgent: Contract-Driven Planning and Capability-Aware Tool Orchestration in Real-World AgricultureZhejiang University College of Computer Science and Technology
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Conditional Memory via Scalable Lookup: A New Axis of Sparsity for Large Language Models
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Arctic-Text2SQL-R1: Simple Rewards, Strong Reasoning in Text-to-SQL
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Thinking—Fast, Slow, and Artificial: How AI is Reshaping Human Reasoning and the Rise of Cognitive SurrenderUniversity of Pennsylvania
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BabyVision: Visual Reasoning Beyond Language
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RigMo: Unifying Rig and Motion Learning for Generative Animation
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AIE4ML: An End-to-End Framework for Compiling Neural Networks for the Next Generation of AMD AI Engines
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FinVault: Benchmarking Financial Agent Safety in Execution-Grounded Environments
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UniFinEval: Towards Unified Evaluation of Financial Multimodal Models across Text, Images and Videos
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Rotate Your Character: Revisiting Video Diffusion Models for High-Quality 3D Character Generation
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One Language-Free Foundation Model Is Enough for Universal Vision Anomaly Detection
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GenCtrl -- A Formal Controllability Toolkit for Generative Models
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Sprint: Sparse-Dense Residual Fusion for Efficient Diffusion Transformers
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Chaining the Evidence: Robust Reinforcement Learning for Deep Search Agents with Citation-Aware Rubric Rewards
