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Tag: cs.LG

Does System One Transfer? Calibrated Typed-Decision Models, Label Budgets, and Translation for Indonesian Regional Languages

Does System One Transfer? Calibrated Typed-Decision Models, Label Budgets, and Translation for Indonesian Regional Languages

October 14, 2026

[Submitted on 9 Oct 2026] View PDF Abstract:Calibrated typed-decision (“System One”) models return a label and a probability in a…

BigCell: Generating Gigapixel Whole-Slide Images

BigCell: Generating Gigapixel Whole-Slide Images

October 14, 2026

[Submitted on 9 Oct 2026] Authors:Srikar Yellapragada, Alexandros Graikos, Zilinghan Li, Kostas Triaridis, Tarak Nath Nandi, Ji Dong K Bai,…

MvFFN: Multi-view Floor plan Feed-forward Network for Unposed Wide-Baseline Panorama Layout Reconstruction

MvFFN: Multi-view Floor plan Feed-forward Network for Unposed Wide-Baseline Panorama Layout Reconstruction

October 14, 2026

[Submitted on 9 Oct 2026 (v1), last revised 14 Oct 2026 (this version, v2)] View PDF HTML (experimental) Abstract:Reconstructing accurate…

Agentic Data Engineering for LLMs: System Design and a Controlled Empirical Study

Agentic Data Engineering for LLMs: System Design and a Controlled Empirical Study

October 14, 2026

[Submitted on 9 Oct 2026] View PDF HTML (experimental) Abstract:LLM data engineering requires iterative experimentation to determine how data selection,…

SanSi: A Looped Typed Decision Model for System 1.5 Thinking

SanSi: A Looped Typed Decision Model for System 1.5 Thinking

October 14, 2026

[Submitted on 6 Oct 2026 (v1), last revised 10 Oct 2026 (this version, v2)] View PDF HTML (experimental) Abstract:Typed decision…

Agreement versus Softmax under Spatial Disambiguation

Agreement versus Softmax under Spatial Disambiguation

October 14, 2026

[Submitted on 9 Oct 2026] View PDF HTML (experimental) Abstract:ScanRefer Multiple queries require spatial disambiguation: several instances of the target…

EV-JEPA: Elastic V-JEPA for Any Device and Cross-Device Inference

EV-JEPA: Elastic V-JEPA for Any Device and Cross-Device Inference

October 14, 2026

[Submitted on 9 Oct 2026] View PDF HTML (experimental) Abstract:Foundation models like V-JEPA are increasingly deployed across a heterogeneous edge-cloud…

Next-Concept Modeling: Fast, Parallel Coarse-to-Fine Text Generation

Next-Concept Modeling: Fast, Parallel Coarse-to-Fine Text Generation

October 14, 2026

[Submitted on 9 Oct 2026] View PDF HTML (experimental) Abstract:Diffusion language models (DLMs) offer parallel sampling for faster generation than…

Human Pose Estimation by Probabilistic Mixtures of Gaussian and Uniform Distributions

Human Pose Estimation by Probabilistic Mixtures of Gaussian and Uniform Distributions

October 14, 2026

[Submitted on 8 Oct 2026] View PDF HTML (experimental) Abstract:Despite advancements in sub-pixel decoding, modern Human Pose Estimation (HPE) architectures…

Learning $omega$-Powered Conditional Distributions with Importance-Weighted Flow Matching

Learning $omega$-Powered Conditional Distributions with Importance-Weighted Flow Matching

October 14, 2026

[Submitted on 12 Oct 2026] View PDF HTML (experimental) Abstract:Classifier-Free Guidance (CFG) with guidance scale $gamma$ is commonly motivated by…

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