Risultati della ricerca - coding (algorithmics OR (algorithm OR (algorithm OR algorithm)))

TurboQuant: Online Vector Quantization with Near-optimal Distortion Rate di Zandieh, Amir, Daliri, Majid, Hadian, Majid, Mirrokni, Vahab

Sommario: “...Vector quantization, a problem rooted in Shannon's source coding theory, aims to quantize high...”
Testo

ClassWise-CRF: Category-Specific Fusion for Enhanced Semantic Segmentation of Remote Sensing Imagery di Zhu, Qinfeng, Jiang, Yunxi, Fan, Lei

Sommario: “... categories from a pool of candidate networks using a greedy algorithm; second, it integrates the segmentation...”
Testo

Semantic Intelligence: Integrating GPT-4 with A Planning in Low-Cost Robotics di Barkley, Jesse, George, Abraham, Farimani, Amir Barati

Sommario: “... assess GPT-4's ability to act as a path planner compared to the A* algorithm, then present a hybrid...”
Testo

StableMotion: Training Motion Cleanup Models with Unpaired Corrupted Data di Mu, Yuxuan, Ling, Hung Yu, Shi, Yi, Ojeda, Ismael Baira, Xi, Pengcheng, Shu, Chang, Zinno, Fabio, Peng, Xue Bin

Sommario: “... can be easily annotated - through manual labeling or heuristic algorithms - and enable training...”
Testo

UPMAD-Net: A Brain Tumor Segmentation Network with Uncertainty Guidance and Adaptive Multimodal Feature Fusion di Jia, Zhanyuan, Yao, Ni, Sun, Danyang, Han, Chuang, Li, Yanting, Nan, Jiaofen, Zhu, Fubao, Zhao, Chen, Zhou, Weihua

Sommario: “... learning with prior knowledge derived from a region-growing algorithm. Methods: The proposed method...”
Testo

FedRS-Bench: Realistic Federated Learning Datasets and Benchmarks in Remote Sensing di Zhao, Haodong, Peng, Peng, Chen, Chiyu, Huang, Linqing, Liu, Gongshen

Sommario: “... implement 10 baseline FL algorithms and evaluation metrics to construct the comprehensive FedRS-Bench...”
Testo

WavReward: Spoken Dialogue Models With Generalist Reward Evaluators di Ji, Shengpeng, Liang, Tianle, Li, Yangzhuo, Zuo, Jialong, Fang, Minghui, He, Jinzheng, Chen, Yifu, Liu, Zhengqing, Jiang, Ziyue, Cheng, Xize, Zheng, Siqi, Xu, Jin, Lin, Junyang, Zhao, Zhou

Sommario: “...-training. By utilizing multi-sample feedback via the reinforcement learning algorithm, we construct a...”
Testo

Towards Low-Latency Event Stream-based Visual Object Tracking: A Slow-Fast Approach di Wang, Shiao, Wang, Xiao, Jin, Liye, Jiang, Bo, Zhu, Lin, Chen, Lan, Tian, Yonghong, Luo, Bin

Sommario: “...Existing tracking algorithms typically rely on low-frame-rate RGB cameras coupled...”
Testo

Let's Verify Math Questions Step by Step di Shen, Chengyu, Wong, Zhen Hao, He, Runming, Liang, Hao, Qiang, Meiyi, Meng, Zimo, Zhao, Zhengyang, Zeng, Bohan, Zhu, Zhengzhou, Cui, Bin, Zhang, Wentao

Sommario: “... or design algorithms to construct high-quality math question-answer (QA) data for training. However...”
Testo

Detecting Flow Gaps in Data Streams di Dong, Siyuan, Tian, Yuxuan, Ma, Wenhan, Yang, Tong, Zhang, Chenye, Wu, Yuhan, Yang, Kaicheng, Wang, Yaojing

Sommario: “... of our algorithms. The results reveal that GapFilter-AO requires, on average, 1/32 of the memory to match...”
Testo

Reinforced Latent Reasoning for LLM-based Recommendation di Zhang, Yang, Xu, Wenxin, Zhao, Xiaoyan, Wang, Wenjie, Feng, Fuli, He, Xiangnan, Chua, Tat-Seng

Sommario: “... is based on a modified GRPO algorithm, which reduces computational overhead during training and introduces...”
Testo

A distillation-teleportation protocol for fault-tolerant QRAM di Dalzell, Alexander M., Gilyén, András, Hann, Connor T., McArdle, Sam, Salton, Grant, Nguyen, Quynh T., Kubica, Aleksander, Brandão, Fernando G. S. L.

Sommario: “... algorithm. In fact, the fidelity of the device can be as low as $1/\mathrm{poly}(n)$. The protocol queries...”
Testo

Rethinking Continual Learning with Progressive Neural Collapse di Wang, Zheng, Yu, Wanhao, Yang, Li, Lin, Sen

Sommario: “... next develop a new CL framework by plugging ProNC into commonly used CL algorithm designs, where...”
Testo

Writing-Zero: Bridge the Gap Between Non-verifiable Tasks and Verifiable Rewards di Jia, Ruipeng, Yang, Yunyi, Gai, Yongbo, Luo, Kai, Huang, Shihao, Lin, Jianhe, Jiang, Xiaoxi, Jiang, Guanjun

Sommario: “..., such as mathematics and code generation. However, a significant gap remains for non-verifiable tasks, like creative...”
Testo

UniSite: The First Cross-Structure Dataset and Learning Framework for End-to-End Ligand Binding Site Detection di Fan, Jigang, Wu, Quanlin, Luo, Shengjie, Wang, Liwei

Sommario: “... as a discontinuous workflow, employing binary segmentation and subsequent clustering algorithms; (3...”
Testo

TracLLM: A Generic Framework for Attributing Long Context LLMs di Wang, Yanting, Zou, Wei, Geng, Runpeng, Jia, Jinyuan

Sommario: “... attribution methods. To improve the efficiency, we develop an informed search based algorithm in TracLLM. We...”
Testo

Classifying Dental Care Providers Through Machine Learning with Features Ranking di Al-Batah, Mohammad Subhi, Alzboon, Mowafaq Salem, Alqaraleh, Muhyeeddin, Abu-Arqoub, Mohammed Hasan, Marie, Rashiq Rafiq

Sommario: “... and annotation codes in distinguishing provider types, while demographic variables (AGE_GROUP, CALENDAR_YEAR) had...”
Testo

LLM-First Search: Self-Guided Exploration of the Solution Space di Herr, Nathan, Rocktäschel, Tim, Raileanu, Roberta

Sommario: “... evaluate LFS on Countdown and Sudoku against three classic widely-used search algorithms, Tree-of-Thoughts...”
Testo

The Illusion of Thinking: Understanding the Strengths and Limitations of Reasoning Models via the Lens of Problem Complexity di Shojaee, Parshin, Mirzadeh, Iman, Alizadeh, Keivan, Horton, Maxwell, Bengio, Samy, Farajtabar, Mehrdad

Sommario: “... insufficiently understood. Current evaluations primarily focus on established math and coding benchmarks...”
Testo

Learnable Spatial-Temporal Positional Encoding for Link Prediction di Tieu, Katherine, Fu, Dongqi, Li, Zihao, Maciejewski, Ross, He, Jingrui

Sommario: “... its temporal link prediction out-performance on 13 classic datasets and with 10 algorithms in both...”
Testo