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EchoJEPA: A Latent Predictive Foundation Model for EchocardiographyCohere / University Health Network, University of California, University of Toronto, Vector Institute
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Federated Balanced Learning
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MotionCrafter: Dense Geometry and Motion Reconstruction with a 4D VAE
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CLaRa: Bridging Retrieval and Generation with Continuous Latent Reasoning
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Autoregressive Image Generation with Masked Bit Modeling
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iGRPO: Self-Feedback–Driven LLM Reasonin
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ML-DCN: Masked Low-Rank Deep Crossing Network Towards Scalable Ads Click-through Rate Prediction at Pinterest
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Agentic LLMs as Powerful Deanonymizers: Re-identification of Participants in the Anthropic Interviewer Dataset
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HER: Human-like Reasoning and Reinforcement Learning for LLM Role-playing
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VirtualEnv: A Platform for Embodied AI Research
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Intelligence ExplosionMachine Intelligence Research Institute
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DriveWorld-VLA: Unified Latent-Space World Modeling with Vision-Language-Action for Autonomous Driving
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ScaleEnv: Scaling Environment Synthesis from Scratch for Generalist Interactive Tool-Use Agent Training
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CoBA-RL: Capability-Oriented Budget Allocation for Reinforcement Learning in LLMsMeituan / Nanjing University, National University of Singapore, Shanghai Jiao Tong University, Zhejiang University
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CineScene: Implicit 3D as Effective Scene Representation for Cinematic Video Generation
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DreamDojo: A Generalist Robot World Model from Large-Scale Human VideosNVIDIA / Hong Kong University of Science and Technology, Korea Advanced Institute of Science & Technology, Stanford University, University of California, University of Toronto, University of Washington
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Can Post-Training Transform LLMs into Causal Reasoners?Fudan University, Shanghai Artificial Intelligence Laboratory
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Learning a Generative Meta-Model of LLM ActivationsUC Berkeley
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Self-Consistency Improves Chain of Thought Reasoning in Language Models
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Large Language Model Reasoning FailuresCarleton College, Stanford University
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Dr. Kernel: Reinforcement Learning Done Right for Triton Kernel GenerationsTikTok / Hong Kong University of Science and Technology, Nanyang Technological University, The Chinese University of Hong Kong
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Learning to Discover at Test Time
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MindDrive: A Vision-Language-Action Model for Autonomous Driving via Online Reinforcement Learning
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Is Your Paper Being Reviewed by an LLM? Benchmarking AI Text Detection in Peer Review
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RISE-Video: Can Video Generators Decode Implicit World Rules?
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Vector Quantization using Gaussian Variational Autoencoder
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See Less, See Right: Bi-directional Perceptual Shaping For Multimodal Reasoning
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Using a GPT-5-driven autonomous lab to optimize the cost and titer of cell-free protein synthesis
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Knowledge-Intensive AgentsNortheastern University, China
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Canzona: A Unified, Asynchronous, and Load-Balanced Framework for Distributed Matrix-based Optimizers
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Asynchronous Reasoning: Training-Free Interactive Thinking LLMs
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OpenOneRec Technical Report
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Learning to Reason in 13 Parameters
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A-RAG: Scaling Agentic Retrieval-Augmented Generation via Hierarchical Retrieval Interfaces
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LLMs as Orchestrators: Constraint-Compliant Multi-Agent Optimization for Recommendation Systems
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IRIS: Implicit Reward-Guided Internal Sifting for Mitigating Multimodal Hallucination
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BlossomRec: Block-level Fused Sparse Attention Mechanism for Sequential Recommendations
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ReMiT: RL-Guided Mid-Training for Iterative LLM Evolution
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HY3D-Bench: Generation of 3D Assets
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Infinite-World: Scaling Interactive World Models to 1000-Frame Horizons via Pose-Free Hierarchical Memory
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CVE-Factory: Scaling Expert-Level Agentic Tasks for Code Security Vulnerability
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LIVE: Long-horizon Interactive Video World Modeling
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AgentArk: Distilling Multi-Agent Intelligence into a Single LLM Agent
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Generative Engine Optimization: A VLM and Agent Framework for Pinterest Acquisition Growth
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Accelerating Scientific Research with Gemini: Case Studies and Common TechniquesGoogle / Bar-Ilan University, Carnegie Mellon University, École Polytechnique Fédérale de Lausanne, Harvard University, Illinois Institute of Technology, MIT, Nanyang Technological University, Purdue University, Rutgers University, Texas A&M University, University of California, University of Maryland, University of Michigan, University of Southern California
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Closing the Loop: Universal Repository Representation with RPG-Encoder
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Understanding Agent Scaling in LLM-Based Multi-Agent Systems via DiversityCalifornia Institute of Technology, Johns Hopkins University, Shanghai Jiao Tong University, University of California, Berkeley
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AutoFigure: Generating and Refining Publication-Ready Scientific IllustrationsWestlake University
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Agent Primitives: Reusable Latent Building Blocks for Multi-Agent SystemsUniversity of Illinois Urbana-Champaign
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Generative AI for Enzyme Design and BiocatalysisUniversitat Pompeu Fabra
