$DATA dataset

Latest papers

1. CoWear: Towards Collaborative Wearable Inertial Localization with Multiple Smart Devices cs.RO · 14 Oct · 3 hits

   …provide synchronized heterogeneous wearables with device-specific motion ground truth. We present CoWear, a dataset and reference framework for collaborative inertial localization using a smartphone, smartwatch, and…

2. Price of Anarchy of First-Price Auctions in Agentic Markets cs.GT · 14 Oct · 1 hit

   …these results empirically using auctions with strategic bidders simulated on the EmbedLLM prompt routing dataset.

3. Learnable Hodge-Laplacian Driven Mixture of Experts for Steady-PDE Surrogates on Coarse Unstructured Meshes cs.LG · 14 Oct · 2 hits

   …mesh counting 9.6K faces and 4.9K vertices. We compare our approach with the Transolver on the same dataset and dataset slit. Our approach reduces relative $L_2$ error by 31\% and interior mean squared error…

4. Creating SquashFS Images to Support HPC and AI Datasets cs.IR · 14 Oct · 8 hits

   HPC users often download datasets on HPC systems for analysis and processing. When these datasets are comprised of hundreds of…

5. Beyond LLM Judge: Mechanical Verification for Agentic Autoformalization cs.LO · 14 Oct · 2 hits

   …a partial formalization of the NIST Digital Library of Mathematical Functions (DLMF). On three labeled datasets, our method achieves the lowest accepted-error rate among the evaluated methods, measured as the…

6. Detection of Potato Plant Leaf Diseases using Convolutional Neural Networks cs.LG · 14 Oct · 4 hits

   …early blight, and late blight. The proposed model was trained using 2,215 images from the PlantVillage dataset and evaluated on an independent field dataset containing 247 images collected from potato farms in…

7. PrismaCoder: Pushing the Boundaries of Open Multimodal Code Intelligence through Decomposed Rubric Synthesis cs.CL · 14 Oct · 1 hit

   …Leveraging PrismaForge for data synthesis and filtering, we build PrismaCoder-2M, the most diverse open dataset for multimodal code intelligence and the largest to date. On the model side, we train PrismaCoder-9B…

8. Generative Representation Learning for Scalable Latent Tokenization cs.LG · 14 Oct · 1 hit

   …pixel-space generation, obtaining an FID-50K of 2.18 with JiT-L. Applied to ImageNet and the text-to-image dataset GPIC, we show tokenizer encoder scaling laws for diffusability, where extrapolating our approach…