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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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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 Agriculture
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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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BabyVision: Visual Reasoning Beyond Language
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RigMo: Unifying Rig and Motion Learning for Generative Animation
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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
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GR-Dexter Technical Report
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InfiniteWeb: Scalable Web Environment Synthesis for GUI Agent Training
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Internal Representations as Indicators of Hallucinations in Agent Tool Selection
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VideoAuto-R1: Video Auto Reasoning via Thinking Once, Answering Twice
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ResTok: Learning Hierarchical Residuals in 1D Visual Tokenizers for Autoregressive Image Generation
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Pearmut: Human Evaluation of Translation Made Trivial
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Listen to Rhythm, Choose Movements: Autoregressive Multimodal Dance Generation via Diffusion and Mamba with Decoupled Dance Dataset
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RIMRULE: Improving Tool-Using Language Agents via MDL-Guided Rule Learning
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VisionReward: Fine-Grained Multi-Dimensional Human Preference Learning for Image and Video Generation
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Thinking with Blueprints: Assisting Vision-Language Models in Spatial Reasoning via Structured Object Representation
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NextFlow: Unified Sequential Modeling Activates Multimodal Understanding and Generation
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ELLA: Efficient Lifelong Learning for Adapters
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Talk2Move: Reinforcement Learning for Text-Instructed Object-Level Geometric Transformation in Scenes
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mHC: Manifold-Constrained Hyper-Connections
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DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning
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AHA! Animating Human Avatars in Diverse Scenes with Gaussian Splatting
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Animated 3DGS Avatars in Diverse Scenes with Consistent Lighting and Shadows
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NarrativeTrack: Evaluating Video Language Models Beyond the Frame
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Delay-Tolerant Networking for Tsunami Evacuation on the Small Island of Hachijojima: A Study of Epidemic and Prophet Routing
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GARDO: Reinforcing Diffusion Models without Reward Hacking
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ThinkGen: Generalized Thinking for Visual Generation
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Completed Hyperparameter Transfer across Modules, Width, Depth, Batch and Duration
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DiverseGRPO: Mitigating Mode Collapse in Image Generation via Diversity-Aware GRPO
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SemanticGen: Video Generation in Semantic Space
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Insights into DeepSeek-V3: Scaling Challenges and Reflections on Hardware for AI Architectures
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FlashVLM: Text-Guided Visual Token Selection for Large Multimodal Models
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GR-RL: Going Dexterous and Precise for Long-Horizon Robotic Manipulation
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From Word to World: Can Large Language Models be Implicit Text-based World Models?
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Sigma-MoE-Tiny Technical Report
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Journey Before Destination: On the importance of Visual Faithfulness in Slow Thinking
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Physics of Language Models: Part 4.1, Architecture Design and the Magic of Canon Layers
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Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities.
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Kling-Omni Technical Report
