AI System Turns One Image Into Relightable 3D Assets
Preprint: Luce reports leading scores on several 3D-generation benchmarks, while its authors flag limits with tiny details and complex materials.
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Preprint: Luce reports leading scores on several 3D-generation benchmarks, while its authors flag limits with tiny details and complex materials.
A mathematical proof study describes a Bakry–Émery framework and derives conditional Poincaré and modified logarithmic Sobolev inequalities.
Preprint tests a controller using encoder position and motor effort, with high grasp success in firmer simulations but a sharp grasp–damage trade-off in the softest cases.
Preprint: A qualitative review of deepagents, pi and dsh finds five recurring design elements, but none offers an independently verifiable record.
The report compares 140,200 pre-SCOUT tool-schema tokens with 1,300 production tokens in one implementation and reports an 84.8% first-result hit rate across 45 evaluable benchmark queries.
An arXiv preprint reports lower attack success on three question-answering benchmarks, but its guarantee depends on assumptions about the retrieved documents.
Preprint: A physics-informed system reported lower 3D pose errors on benchmarks and in an indoor zero-shot test.
Preprint: LT-MKT combines cognitive-load modeling with cross-domain knowledge transfer in an AI learning model.
A preprint reports a theoretical result linking the equality to open Richardson varieties and a type-A polytope criterion.
A preprint reports a multi-week experiment on Kuaishou's production traffic covering more than 40 million users, with TAGR outperforming the DLRM baseline on revenue and engagement rates.
Preprint: Training with paired visual and privileged physical trajectories was associated with lower forecast drift and higher average control success in simulated robot tasks.
Preprint examines social-choice mechanisms for AI systems affecting many people and shows that tighter welfare floors can carry rising average-welfare costs.
Preprint: A nodal immersed finite-element construction is analyzed on unfitted quadrilateral and hexahedral meshes and tested in two numerical examples.
Preprint: A graph-based system outscored text retrieval on AMI and was also tested for citations, human ratings and simulated noise, without formal significance testing.
Preprint: PonderPounce reported 60.83% RoboMME success at base scale and 75.54% with 9x data in simulated tests.
Preprint results combine sparsity, quantization and low-rank methods across LLM training and deployment experiments, while hardware portability remains unproven.
Preprint: A neural solver matched key finite-element fracture curves and reproduced branching, coalescing and hole-driven cracks, but cost roughly an order of magnitude more per load increment.
Preprint: A Qwen3-32B study reports the top listed benchmark scores, but residual invalid tests and missing variance estimates temper the result.
Preprint: A deep-learning model produced 29,605 candidates, but the authors say the list is not a catalogue of confirmed systems with two active nuclei.
This arXiv preprint reports OODA-Tool's clearest gains on tasks that require carrying state across turns, with higher latency for its four-call design.