arXiv:2609.11628v1 Announce Type: cross Abstract: In this work, we develop an inverse Physics-Informed Neural Network (PINN) framework to infer the…
Category: AI
Learn the Solid, Not the File: Canonical Inputs for Neural Networks on CAD Boundary Representations
arXiv:2609.11573v1 Announce Type: cross Abstract: Boundary representation (B-rep) is the standard format used by modern CAD systems for parametric 3D…
Cross-Lingual Clinical Annotation Projection as Constrained Text Generation: A Six-Language Study
arXiv:2609.11450v1 Announce Type: cross Abstract: Background: To determine whether cross-lingual clinical annotation projection can be formulated as a…
Investigating catastrophic forgetting in sound event classification
arXiv:2609.11447v1 Announce Type: cross Abstract: This work investigates a number of approaches to prevent catastrophic forgetting in class incremental…
Prevalence Determines Precision:Silent Contamination in Detector-Defined Datasets
arXiv:2609.11449v1 Announce Type: cross Abstract: Many ML datasets are constructed by running a detector, heuristic, or model over candidate pools;…
Learning Interaction between Image and Layout Priors for Joint Image-Layout Generation in Design Templates
arXiv:2609.11519v1 Announce Type: cross Abstract: In this paper, we address the problem of graphic design template creation, which generates a background…
Structural priors for data-efficient language learning
arXiv:2609.11505v1 Announce Type: cross Abstract: Efficient language learning requires methods to reduce the reliance on large data and computational…
Deep-Fake CAPTCHA: Mitigating Next-Generation Social Engineering Attacks
arXiv:2609.11404v1 Announce Type: cross Abstract: This paper presents DF-CAPTCHA, an active defense against real-time deepfake impersonation in voice and…
VikingRAG: Accurate and Token-efficient Retrieval-augmented Generation over Structured Documents
arXiv:2609.11390v1 Announce Type: cross Abstract: State-of-the-art retrieval-augmented generation (RAG) methods exploit document structures to acquire…
SWRouter: Similarity-Contractive Window Routing for Multi-Turn Large Language Model Conversations
arXiv:2609.11414v1 Announce Type: cross Abstract: Large language models exhibit complementary strengths, motivating routing methods that dispatch each…