HuggingFace
SmartMage: Dynamic Modality Orchestration for 3D Scene Understanding
Understanding 3D scenes is fundamental to embodied intelligence, requiring joint reasoning over heterogeneous informa...
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HuggingFace
EnvACE: Internalizing Environment Dynamics via World Rehearsal for Agentic Reinforcement Learning
Training large language model agents for long-horizon tool use typically relies on interactions with real or synthesi...
HuggingFace
World-to-Wrist: Task-Conditioned Future Wrist Modeling for Fine-Grained Robot Manipulation
Vision-language-action (VLA) models often treat main-view and wrist-view observations as parallel visual inputs, over...
HuggingFace
PaDoc: Layout-Grounded Parallel Decoding for Document Parsing
End-to-end document parsers provide a unified interface, but serialize page layouts and regional contents into one au...
HuggingFace
OSReward: Instituting Standardized Evaluation for Cross-Platform Computer-Use Reward Models
Computer-using agents (CUAs) are advancing rapidly across the digital world. A CUA trajectory records the agent's act...
HuggingFace
Invisible Shortcuts: Why Vision Encoders Know Your Camera
Deep vision models exploit shortcuts, relying on cues that correlate with supervision signals. Prior work has focused...
HuggingFace
EffectLearner: World-Aware Object-Effect Reasoning for Real-World Video Object Removal
Video object removal must eliminate not only the target object but also its induced effects while maintaining high-fi...
HuggingFace
ContextMaster: Interactive Multi-Shot Video Creation via Fixed-Budget Sparse Context Routing
Recent video models increasingly support generation, reference conditioning, and editing within a single model, yet t...
HuggingFace
MASS: Multiplayer World Models with Authoritative Shared State
Current video world models struggle in multiplayer environments because they entangle world state with view-dependent...
HuggingFace
From Economic Agents to Agentic Economies: A Systems Blueprint for Economic World Models
Economic World Models (EWMs) are generative economic models that simulate how economies evolve from within by modelin...
HuggingFace
Teaching Nemotron Greek: Mining a Corpus, Adapting Retrieval, and Grounding Generation for Modern Greek across Specialist Domains
Modern Greek is absent from NVIDIA's Nemotron retrieval models and from major multilingual retrieval benchmarks, desp...
HuggingFace
Task-Conditional Flow Matching for Balanced Multilingual Text Embedding Adaptation
Multilingual text embedding models are commonly adapted using a single training objective across diverse tasks, despi...