Risultati della ricerca - coding (algorithm OR ((Algorithmsssic OR algorithmsssic) OR algorithmsssic))

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...”
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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...”
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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...”
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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...”
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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...”
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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...”
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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...”
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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...”
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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...”
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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...”
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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...”
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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...”
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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...”
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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...”
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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...”
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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...”
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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...”
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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...”
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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...”
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syren-baryon: Analytic emulators for the impact of baryons on the matter power spectrum di Kammerer, Lukas, Bartlett, Deaglan J., Kronberger, Gabriel, Desmond, Harry, Ferreira, Pedro G.

Sommario: “... baryonification algorithm. We also provide functions which describe the uncertainty on these predictions, due...”
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