A Machine-Learning Compositional Study of Exoplanetary Material Accreted Onto Five Helium-Atmosphere White Dwarfs with $\texttt{cecilia}$

Authors: Badenas-Agusti, Mariona, Xu, Siyi, Vanderburg, Andrew, De, Kishalay, Dufour, Patrick, Rogers, Laura K., Hoyos, Susana, Blouin, Simon, Viaña, Javier, Bonsor, Amy, Zuckerman, Ben

Subject Terms: Astrophysics - Earth and Planetary Astrophysics, Astrophysics - Instrumentation and Methods for Astrophysics, Astrophysics - Solar and Stellar Astrophysics, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2505.06228

Towards a Unified Representation Evaluation Framework Beyond Downstream Tasks

Authors: Plachouras, Christos, Guinot, Julien, Fazekas, George, Quinton, Elio, Benetos, Emmanouil, Pauwels, Johan

Subject Terms: Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2505.06224

Leveraging Multi-Task Learning for Multi-Label Power System Security Assessment

Authors: Za'ter, Muhy Eddin, Sajad, Amir, Hodge, Bri-Mathias

Subject Terms: Electrical Engineering and Systems Science - Systems and Control, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2505.06207

Auto Tensor Singular Value Thresholding: A Non-Iterative and Rank-Free Framework for Tensor Denoising

Authors: Hasegawa, Hiroki, Okada, Yukihiko

Subject Terms: Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2505.06203

Neuro-Symbolic Concepts

Authors: Mao, Jiayuan, Tenenbaum, Joshua B., Wu, Jiajun

Subject Terms: Computer Science - Artificial Intelligence, Computer Science - Computation and Language, Computer Science - Computer Vision and Pattern Recognition, Computer Science - Machine Learning, Computer Science - Robotics

Access URL: http://arxiv.org/abs/2505.06191

Brain Hematoma Marker Recognition Using Multitask Learning: SwinTransformer and Swin-Unet

Authors: Hirata, Kodai, Okita, Tsuyoshi

Subject Terms: Computer Science - Machine Learning, Computer Science - Computer Vision and Pattern Recognition

Access URL: http://arxiv.org/abs/2505.06185

Active Perception for Tactile Sensing: A Task-Agnostic Attention-Based Approach

Authors: Schneider, Tim, de Farias, Cristiana, Calandra, Roberto, Chen, Liming, Peters, Jan

Subject Terms: Computer Science - Robotics, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2505.06182

MonetGPT: Solving Puzzles Enhances MLLMs' Image Retouching Skills

Authors: Dutt, Niladri Shekhar, Ceylan, Duygu, Mitra, Niloy J.

Subject Terms: Computer Science - Graphics, Computer Science - Computer Vision and Pattern Recognition, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2505.06176

A Large Language Model-Enhanced Q-learning for Capacitated Vehicle Routing Problem with Time Windows

Authors: Cao, Linjiang, Wang, Maonan, Xiong, Xi

Subject Terms: Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2505.06178

On the Depth of Monotone ReLU Neural Networks and ICNNs

Authors: Bakaev, Egor, Brunck, Florestan, Hertrich, Christoph, Reichman, Daniel, Yehudayoff, Amir

Subject Terms: Computer Science - Machine Learning, Computer Science - Discrete Mathematics, Computer Science - Neural and Evolutionary Computing, Mathematics - Combinatorics

Access URL: http://arxiv.org/abs/2505.06169

Learning-Augmented Algorithms for Boolean Satisfiability

Authors: Attias, Idan, Gao, Xing, Reyzin, Lev

Subject Terms: Computer Science - Data Structures and Algorithms, Computer Science - Computational Complexity, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2505.06146

Towards Robust Few-Shot Text Classification Using Transformer Architectures and Dual Loss Strategies

Authors: Han, Xu, Sun, Yumeng, Huang, Weiqiang, Zheng, Hongye, Du, Junliang

Subject Terms: Computer Science - Computation and Language, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2505.06145

Realistic Adversarial Attacks for Robustness Evaluation of Trajectory Prediction Models via Future State Perturbation

Authors: Schumann, Julian F., Hagenus, Jeroen, Mathiesen, Frederik Baymler, Zgonnikov, Arkady

Subject Terms: Computer Science - Machine Learning, Computer Science - Human-Computer Interaction

Access URL: http://arxiv.org/abs/2505.06134

Wasserstein Distances Made Explainable: Insights into Dataset Shifts and Transport Phenomena

Authors: Naumann, Philip, Kauffmann, Jacob, Montavon, Grégoire

Subject Terms: Computer Science - Machine Learning, Computer Science - Artificial Intelligence, Computer Science - Computer Vision and Pattern Recognition

Access URL: http://arxiv.org/abs/2505.06123

FIC-TSC: Learning Time Series Classification with Fisher Information Constraint

Authors: Chen, Xiwen, Zhu, Wenhui, Qiu, Peijie, Wang, Hao, Li, Huayu, Li, Zihan, Wang, Yalin, Sotiras, Aristeidis, Razi, Abolfazl

Subject Terms: Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2505.06114

UniVLA: Learning to Act Anywhere with Task-centric Latent Actions

Authors: Bu, Qingwen, Yang, Yanting, Cai, Jisong, Gao, Shenyuan, Ren, Guanghui, Yao, Maoqing, Luo, Ping, Li, Hongyang

Subject Terms: Computer Science - Robotics, Computer Science - Artificial Intelligence, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2505.06111

LLMs Outperform Experts on Challenging Biology Benchmarks

Authors: Justen, Lennart

Subject Terms: Computer Science - Machine Learning, Computer Science - Artificial Intelligence, Quantitative Biology - Quantitative Methods

Access URL: http://arxiv.org/abs/2505.06108

UniSymNet: A Unified Symbolic Network Guided by Transformer

Authors: Li, Xinxin, Zhang, Juan, Li, Da, Liu, Xingyu, Xu, Jin, Yin, Junping

Subject Terms: Computer Science - Machine Learning, Computer Science - Artificial Intelligence, Computer Science - Symbolic Computation

Access URL: http://arxiv.org/abs/2505.06091

Deep Diffusion Maps

Authors: García-Heredia, Sergio, Fernández, Ángela, Alaíz, Carlos M.

Subject Terms: Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2505.06087

Fault Diagnosis of 3D-Printed Scaled Wind Turbine Blades

Authors: Esquivel-Sancho, Luis Miguel, Tehrani, Maryam Ghandchi, Muñoz-Arias, Mauricio, Askari, Mahmoud

Subject Terms: Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2505.06080