Improving tabular retrieval robustness via representational stability using centroid averaging to reduce format-specific variance.

Kushal Raj Bhandari, Adarsh Singh, Jianxi Gao et al.

DeepTaxon: An interpretable retrieval-augmented multimodal framework significantly improves species identification and discovery accuracy.

Jiawei Wang, Ming Lei, Yaning Yang et al.

Kolmogorov-Arnold Networks achieve universality with a single non-affine function.

Vugar Ismailov

Learn&Drop accelerates CNN training by layer dropping, reducing ResNet-152 forward propagation FLOPs by 83.74%.

Giorgio Cruciata, Luca Cruciata, Liliana Lo Presti et al.

Study shows architecture choice crucial for symbolic regression target recovery using EML operator.

Chakshu Gupta

Proposed a Collocation-based Robust Physics-Informed Neural Network (CRVPINN) for simulating pollution propagation under thermal inversion conditions on Spitsbergen.

Leszek Siwik, Maciej Sikora, Natalia Leszczyńska et al.

Budget-efficient scaling law fitting via active experiment selection achieves full dataset performance using only 10% of the budget.

Sijie Li, Shanda Li, Haowei Lin et al.

Study reveals representational harms in LLM narratives against Global Majority nationalities using a QA model on 500,000 stories.

Ilana Nguyen, Harini Suresh, Thema Monroe-White et al.

Proved the undecidability of the plan existence problem even with modal depth at most 1 and no postconditions.

Antonis Achilleos

Using BantuMorph v7, a neural model recovers historical lexical structures in Bantu languages from modern data, confirming 90.9% noun candidates align with Proto-Bantu forms.

Hillary Mutisya, John Mugane

GCImOpt learns efficient goal-conditioned policies by imitating optimal trajectories, significantly improving control task success rates and efficiency.

Jon Goikoetxea, Jesús F. Palacián

Zero-shot morphological discovery in low-resource Bantu languages via cross-lingual transfer and unsupervised clustering.

Hillary Mutisya, John Mugane

Aligning Dense Retrievers with LLM Utility via Distillation, UAE improves Recall@1 by 30.59% on QASPER benchmark.

Rajinder Sandhu, Di Mu, Cheng Chang et al.

Introduces a time-localized parametric decomposition method for respiratory airflow analysis, achieving reconstruction error <0.001.

Victoria Ribeiro Rodrigues, Paul W. Davenport, Nicholas J. Napoli

CRAFT method enhances BLEU score by 2.13 points in English-Hindi translation through clustered regression for adaptive filtering.

Parthasarathi Panda, Asheswari Swain, Subhrakanta Panda

SS3D achieves end-to-end self-supervised 3D estimation from monocular video using the YouTube-8M dataset.

Marwane Hariat, Gianni Franchi, David Filliat et al.

BERAG improves retrieval-augmented generation with Bayesian ensemble, significantly enhancing knowledge-based visual question answering performance.

Jinghong Chen, Jingbiao Mei, Guangyu Yang et al.

WG-SRC provides operational feature fingerprints for graph datasets using a white-box signal-subspace probe, enhancing node classification accuracy.

Yuchen Xiong, Swee Keong Yeap, Zhen Hong Ban

Evaluates eight Shapley variants' human utility in high-risk settings, revealing misalignment between current metrics and human perception.

Inês Oliveira e Silva, Sérgio Jesus, Iker Perez et al.

Research evaluates QPP for selecting the best query variant in RAG pipelines to enhance generation quality.

Negar Arabzadeh, Andrew Drozdov, Michael Bendersky et al.