Simulating mouse cortical neurogenesis generates a minimal circuit of 85 neurons, achieving over 90% accuracy on MNIST after one training epoch.

Duan Zhou

DiscoTrace structures answers as discourse acts paired with question interpretations, revealing human-AI strategy differences.

Neha Srikanth, Jordan Boyd-Graber, Rachel Rudinger

Amortized Optimal Transport using sliced potentials enhances OT plan prediction efficiency across multiple measure pairs.

Minh-Phuc Truong, Khai Nguyen

OpenMobile synthesizes environment-aware instructions and trajectories with policy switching, achieving 51.7% success on AndroidWorld.

Kanzhi Cheng, Zehao Li, Zheng Ma et al.

NEAT-NC enhances NEAT with navigation cells for dynamic environment path planning.

Hibatallah Meliani, Khadija Slimani, Samira Khoulji

The paper introduces a POMDP-based object search method GNPF-kCT, significantly improving target localization speed.

Yongbo Chen, Hesheng Wang, Shoudong Huang et al.

Proposes DyMETER, integrating instance-aware parameter migration and dynamic thresholding to enhance online anomaly detection under concept drift.

Jiaqi Zhu, Shaofeng Cai, Jie Chen et al.

SongBench introduces a 7-dimension framework with 11,717 samples, achieving superior song quality evaluation precision.

Dapeng Wu, Shun Lei, Wei Tan et al.

Proposes multi-view priors for controllable video object insertion, enhancing identity consistency and scene integration.

Qi Xia, Peishan Cong, Yichen Yao et al.

AIBuildAI employs hierarchical multi-agent architecture to automate AI model building from task description, achieving 63.1% medal rate, surpassing all baselines.

Ruiyi Zhang, Peijia Qin, Qi Cao et al.

MARCA benchmarks multilingual web search with 52 questions, using two frameworks, revealing large model performance gaps.

Thales Sales Almeida, Giovana Kerche Bonás, Ramon Pires et al.

Using GPT-4.1 to predict overall experience scores from fan text with 67%±1 accuracy, demonstrating stable and reliable measurement.

Jason Potteiger, Andrew Hong, Ito Zapata

SpatialEvo achieves self-evolving 3D spatial reasoning using Deterministic Geometric Environments, significantly enhancing performance.

Dinging Li, Yingxiu Zhao, Xinrui Cheng et al.

Proposes LingBot-Map, a geometric context transformer for streaming 3D reconstruction, achieving 20FPS on long sequences.

Lin-Zhuo Chen, Jian Gao, Yihang Chen et al.

Proposed ACPO method significantly reduces audio hallucination in audio-visual language models.

Ami Baid, Zihui Xue, Kristen Grauman

UI-Zoomer enhances GUI grounding with uncertainty-driven adaptive zoom-in, achieving up to 13.4% accuracy improvement.

Fei Tang, Bofan Chen, Zhengxi Lu et al.

UMI-3D extends UMI with LiDAR integration for robust 3D spatial perception, enhancing data collection quality.

Ziming Wang

GUI-Perturbed employs domain randomization to reveal systematic weaknesses in GUI grounding models, especially in spatial reasoning and robustness, with accuracy drops of 27-56%.

Yangyue Wang, Harshvardhan Sikka, Yash Mathur et al.

π-Play combines self-play and privileged self-distillation, achieving 2-3x efficiency improvement in multi-agent evolution.

Yaocheng Zhang, Yuanheng Zhu, Wenyue Chong et al.

Proposes federated, multi-agent, and collaborative sensing algorithms for satellite constellations, addressing dynamic connectivity and non-IID data, achieving 15% accuracy boost and 30% communication reduction.

Ziyang Wang