arXiv
Universal Thermodynamic Interatomic Potentials for Crystalline Materials
Free energies govern solid-state phase stability, yet computational materials discovery still relies largely on groun...
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arXiv
RecipeNet: A Hierarchical Transformer for Recipe Data
Recipe data arises in domains such as materials synthesis, pharmaceutical formulation, and industrial manufacturing, ...
arXiv
Split the Labor: Separating Evidence Interpretation from Decision Aggregation
Systems that ask a language model to reach a conclusion from many sources usually concatenate them into one prompt. T...
arXiv
Learning-to-Transition for Large-scale and High-Order MIMO Detection
High-order multiple-input multiple-output (MIMO) detection requires efficient search over a large discrete symbol spa...
arXiv
Participatory Moral AI Is Not Neutral: The Invisible Hand of Developers
As AI systems make more morally loaded decisions across society, one response has been moral preference elicitation. ...
arXiv
Handover of In-Context Learning State Across Session Boundaries
This study investigates the methodological and theoretical properties of session handover in applications that use la...
arXiv
Marionette: Predicting World States, Rendering Geometry, Painting Appearance
Interactive game world models typically autoregress visual observations directly in pixel or latent space, forcing st...
arXiv
Decoding the Past: An Uncertainty-Aware Deep Learning Framework for Sex Attribution in Prehistoric Hand Stencils
Determining the biological sex of the individuals who created Upper Paleolithic hand stencils remains a challenging p...
HuggingFace
SPARGen: Unifying Spatial Perception and Reasoning through Native Multimodal Generation
Spatial perception and reasoning from visual observations require recovering geometric structure, establishing corres...
HuggingFace
Claim-Level Reliability Assessment for Efficient Test-Time Reasoning
We propose claim-level falsification as a principle for test-time scaling and instantiate it through Claim-Level Reli...
HuggingFace
Can We Defend Against AI-Generated Video Attacks on Real-World Crisis Events? A Systematic Evaluation of Detectors, Generators and Social Dissemination
Recent video generators can fabricate realistic depictions of wars, disasters, public emergencies, and other real-wor...
HuggingFace
HumanTracker: Towards Comprehensive and Human-Aligned Motion Tracking Benchmark
Humanoid motion tracking is central to teleoperation and whole-body imitation, yet evaluation often disagrees with wh...