Academic

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Academic · 1 min

Optimal-Transport-Guided Functional Flow Matching for Turbulent Field Generation in Hilbert Space

arXiv:2604.05700v1 Announce Type: new Abstract: High-fidelity modeling of turbulent flows requires capturing complex spatiotemporal dynamics and multi-scale intermittency, posing a fundamental challenge for traditional knowledge-based …

Li Kunpeng, Wan Chenguang, Qu Zhisong, Lim Kyungtak, Virginie Grandgirard, Xavier Garbet, Yu Hua, Ong Yew Soon

8 views Apr 8

Academic · 1 min

Bivariate Causal Discovery Using Rate-Distortion MDL: An Information Dimension Approach

arXiv:2604.05829v1 Announce Type: new Abstract: Approaches to bivariate causal discovery based on the minimum description length (MDL) principle approximate the (uncomputable) Kolmogorov complexity of the …

Tiago Brogueira, M\'ario A. T. Figueiredo

31 views Apr 8

Academic · 1 min

Training Without Orthogonalization, Inference With SVD: A Gradient Analysis of Rotation Representations

arXiv:2604.05414v1 Announce Type: new Abstract: Recent work has shown that removing orthogonalization during training and applying it only at inference improves rotation estimation in deep …

Chris Choy

8 views Apr 8

Academic · 1 min

EEG-MFTNet: An Enhanced EEGNet Architecture with Multi-Scale Temporal Convolutions and Transformer Fusion for Cross-Session Motor …

arXiv:2604.05843v1 Announce Type: new Abstract: Brain-computer interfaces (BCIs) enable direct communication between the brain and external devices, providing critical support for individuals with motor impairments. …

Panagiotis Andrikopoulos, Siamak Mehrkanoon

80 views Apr 8

Academic · 1 min

Beyond LLM-as-a-Judge: Deterministic Metrics for Multilingual Generative Text Evaluation

arXiv:2604.05083v1 Announce Type: new Abstract: While Large Language Models (LLMs) are increasingly adopted as automated judges for evaluating generated text, their outputs are often costly, …

Firoj Alam, Gagan Bhatia, Sahinur Rahman Laskar, Shammur Absar Chowdhury

6 views Apr 8

Academic · 1 min

MedLayBench-V: A Large-Scale Benchmark for Expert-Lay Semantic Alignment in Medical Vision Language Models

arXiv:2604.05738v1 Announce Type: new Abstract: Medical Vision-Language Models (Med-VLMs) have achieved expert-level proficiency in interpreting diagnostic imaging. However, current models are predominantly trained on professional …

Han Jang, Junhyeok Lee, Heeseong Eum, Kyu Sung Choi

7 views Apr 8

Academic · 1 min

Proximity Measure of Information Object Features for Solving the Problem of Their Identification in Information …

arXiv:2604.04939v1 Announce Type: new Abstract: The paper considers a new quantitative-qualitative proximity measure for the features of information objects, where data enters a common information …

Volodymyr Yuzefovych

5 views Apr 8

Academic · 1 min

Efficient Inference for Large Vision-Language Models: Bottlenecks, Techniques, and Prospects

arXiv:2604.05546v1 Announce Type: new Abstract: Large Vision-Language Models (LVLMs) enable sophisticated reasoning over images and videos, yet their inference is hindered by a systemic efficiency …

Jun Zhang, Yicheng Ji, Feiyang Ren, Yihang Li, Bowen Zeng, Zonghao Chen, Ke Chen, Lidan Shou, Gang Chen, Huan Li

8 views Apr 8

Academic · 1 min

OntoTKGE: Ontology-Enhanced Temporal Knowledge Graph Extrapolation

arXiv:2604.05468v1 Announce Type: new Abstract: Temporal knowledge graph (TKG) extrapolation is an important task that aims to predict future facts through historical interaction information within …

Dongying Lin, Yinan Liu, Shengwei tang, Bin Wang, Xiaochun Yang

9 views Apr 8

Academic · 1 min

Multilingual Language Models Encode Script Over Linguistic Structure

arXiv:2604.05090v1 Announce Type: new Abstract: Multilingual language models (LMs) organize representations for typologically and orthographically diverse languages into a shared parameter space, yet the nature …

Aastha A K Verma, Anwoy Chatterjee, Mehak Gupta, Tanmoy Chakraborty

5 views Apr 8

Academic · 1 min

Hidden in the Multiplicative Interaction: Uncovering Fragility in Multimodal Contrastive Learning

arXiv:2604.05834v1 Announce Type: new Abstract: Multimodal contrastive learning is increasingly enriched by going beyond image-text pairs. Among recent contrastive methods, Symile is a strong approach …

Tillmann Rheude, Stefan Hegselmann, Roland Eils, Benjamin Wild

9 views Apr 8

Academic · 1 min

Human Values Matter: Investigating How Misalignment Shapes Collective Behaviors in LLM Agent Communities

arXiv:2604.05339v1 Announce Type: new Abstract: As LLMs become increasingly integrated into human society, evaluating their orientations on human values from social science has drawn growing …

Xiangxu Zhang, Jiamin Wang, Qinlin Zhao, Hanze Guo, Linzhuo Li, Jing Yao, Xiao Zhou, Xiaoyuan Yi, Xing Xie

5 views Apr 8

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Academic

Optimal-Transport-Guided Functional Flow Matching for Turbulent Field Generation in Hilbert Space

Bivariate Causal Discovery Using Rate-Distortion MDL: An Information Dimension Approach

Training Without Orthogonalization, Inference With SVD: A Gradient Analysis of Rotation Representations

EEG-MFTNet: An Enhanced EEGNet Architecture with Multi-Scale Temporal Convolutions and Transformer Fusion for Cross-Session Motor …

Beyond LLM-as-a-Judge: Deterministic Metrics for Multilingual Generative Text Evaluation

MedLayBench-V: A Large-Scale Benchmark for Expert-Lay Semantic Alignment in Medical Vision Language Models

Proximity Measure of Information Object Features for Solving the Problem of Their Identification in Information …

Efficient Inference for Large Vision-Language Models: Bottlenecks, Techniques, and Prospects

OntoTKGE: Ontology-Enhanced Temporal Knowledge Graph Extrapolation

Multilingual Language Models Encode Script Over Linguistic Structure

Hidden in the Multiplicative Interaction: Uncovering Fragility in Multimodal Contrastive Learning

Human Values Matter: Investigating How Misalignment Shapes Collective Behaviors in LLM Agent Communities

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