Developed a chatbot for maternal health in India using stage-aware triage and hybrid retrieval, achieving 86.7% emergency recall.

Smriti Jha, Vidhi Jain, Jianyu Xu et al.

DiT-IC achieves efficient image compression using a 32x downscaled diffusion transformer, offering 30x faster decoding.

Junqi Shi, Ming Lu, Xingchen Li et al.

PITMonitor detects distributional changes in probability integral transforms using a mixture e-process, providing Type I error control over an unbounded monitoring horizon.

Tristan Farran

ESG-Bench significantly reduces hallucinations in long-context ESG report analysis using task-specific Chain-of-Thought prompting strategies.

Siqi Sun, Ben Peng Wu, Mali Jin et al.

ZO-SAM integrates zero-order optimization to reduce computational costs, enhancing efficiency and robustness in sparse training.

Jie Ji, Gen Li, Kaiyuan Deng et al.

BoSS enhances deep active learning performance by integrating multiple selection strategies, excelling on large-scale datasets.

Denis Huseljic, Paul Hahn, Marek Herde et al.

Proposed a feasibility-enhanced control barrier function method, significantly reducing infeasibility and improving collision avoidance in multi-UAV scenarios.

Qishen Zhong, Junlong Wu, Jian Yang et al.

Qwen2.5-VL excels in spatial reasoning for robot motion with 71.4% zero-shot accuracy.

Wenxi Wu, Jingjing Zhang, Martim Brandão

CRYSTAL benchmark evaluates multimodal reasoning transparency using Match F1 and Ordered Match F1, revealing systematic flaws in existing models.

Wayner Barrios, SouYoung Jin

SldprtNet is a large-scale multimodal dataset with 242,000 industrial parts for semantic-driven CAD modeling.

Ruogu Li, Sikai Li, Yao Mu et al.

Zero-hyperparameter multi-corner analysis using learned priors reduces validation cost by over 10 times.

Wei W. Xing, Kaiqi Huang, Jiazhan Liu et al.

Influence Malleability in Linearized Attention: Dual Implications of Non-Convergent NTK Dynamics.

Jose Marie Antonio Miñoza, Paulo Mario P. Medina, Sebastian C. Ibañez

InterEdit uses Semantic-Aware Plan Token Alignment and Interaction-Aware Frequency Token Alignment for multi-human 3D motion editing.

Yebin Yang, Di Wen, Lei Qi et al.

DDIM reverse chain as Partitioned Iterated Function Systems provides a unified design language for denoising diffusion models.

Ann Dooms

WALAR method enhances low-resource language translation using monolingual data, surpassing LLaMAX model.

Yifeng Liu, Siqi Ouyang, Yatish Hosmane Revanasiddappa et al.

Proposed a PCA sweep method to optimize dimension selection in SSD, enhancing interpretability and stability.

Hubert Plisiecki, Maria Leniarska, Jan Piotrowski et al.

Federated few-shot learning on neuromorphic hardware using FedUnion strategy achieves 77.0% accuracy.

Steven Motta, Gioele Nanni

OpenSWE synthesizes 45,320 executable Docker environments via a multi-agent pipeline, enhancing SWE agent training efficiency.

Dayuan Fu, Shenyu Wu, Yunze Wu et al.

Structured distillation reduces personalized agent memory tokens by 11x while preserving retrieval capabilities.

Sydney Lewis

Significantly reduces manipulator end-effector deviation under cyberattacks using a novel active defense method.

Gabriele Gualandi, Alessandro V. Papadopoulos