Résultats de la recherche - coding ((algorithmics OR (algorithm OR algorithm)) OR (algorithm OR Algorithmsssics))

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

Table des matières: “…Vector quantization, a problem rooted in Shannon's source coding theory, aims to quantize high…”
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ClassWise-CRF: Category-Specific Fusion for Enhanced Semantic Segmentation of Remote Sensing Imagery par Zhu, Qinfeng, Jiang, Yunxi, Fan, Lei

Table des matières: “… 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 par Barkley, Jesse, George, Abraham, Farimani, Amir Barati

Table des matières: “… 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 par Mu, Yuxuan, Ling, Hung Yu, Shi, Yi, Ojeda, Ismael Baira, Xi, Pengcheng, Shu, Chang, Zinno, Fabio, Peng, Xue Bin

Table des matières: “… 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 par Jia, Zhanyuan, Yao, Ni, Sun, Danyang, Han, Chuang, Li, Yanting, Nan, Jiaofen, Zhu, Fubao, Zhao, Chen, Zhou, Weihua

Table des matières: “… 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 par Zhao, Haodong, Peng, Peng, Chen, Chiyu, Huang, Linqing, Liu, Gongshen

Table des matières: “… 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 par 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

Table des matières: “…-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 par Wang, Shiao, Wang, Xiao, Jin, Liye, Jiang, Bo, Zhu, Lin, Chen, Lan, Tian, Yonghong, Luo, Bin

Table des matières: “…Existing tracking algorithms typically rely on low-frame-rate RGB cameras coupled…”
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Let's Verify Math Questions Step by Step par Shen, Chengyu, Wong, Zhen Hao, He, Runming, Liang, Hao, Qiang, Meiyi, Meng, Zimo, Zhao, Zhengyang, Zeng, Bohan, Zhu, Zhengzhou, Cui, Bin, Zhang, Wentao

Table des matières: “… 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 par Dong, Siyuan, Tian, Yuxuan, Ma, Wenhan, Yang, Tong, Zhang, Chenye, Wu, Yuhan, Yang, Kaicheng, Wang, Yaojing

Table des matières: “… 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 par Zhang, Yang, Xu, Wenxin, Zhao, Xiaoyan, Wang, Wenjie, Feng, Fuli, He, Xiangnan, Chua, Tat-Seng

Table des matières: “… 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 par Dalzell, Alexander M., Gilyén, András, Hann, Connor T., McArdle, Sam, Salton, Grant, Nguyen, Quynh T., Kubica, Aleksander, Brandão, Fernando G. S. L.

Table des matières: “… 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 par Wang, Zheng, Yu, Wanhao, Yang, Li, Lin, Sen

Table des matières: “… 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 par Jia, Ruipeng, Yang, Yunyi, Gai, Yongbo, Luo, Kai, Huang, Shihao, Lin, Jianhe, Jiang, Xiaoxi, Jiang, Guanjun

Table des matières: “…, 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 par Fan, Jigang, Wu, Quanlin, Luo, Shengjie, Wang, Liwei

Table des matières: “… 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 par Wang, Yanting, Zou, Wei, Geng, Runpeng, Jia, Jinyuan

Table des matières: “… 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 par Al-Batah, Mohammad Subhi, Alzboon, Mowafaq Salem, Alqaraleh, Muhyeeddin, Abu-Arqoub, Mohammed Hasan, Marie, Rashiq Rafiq

Table des matières: “… 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 par Herr, Nathan, Rocktäschel, Tim, Raileanu, Roberta

Table des matières: “… 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 par Shojaee, Parshin, Mirzadeh, Iman, Alizadeh, Keivan, Horton, Maxwell, Bengio, Samy, Farajtabar, Mehrdad

Table des matières: “… insufficiently understood. Current evaluations primarily focus on established math and coding benchmarks…”
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Learnable Spatial-Temporal Positional Encoding for Link Prediction par Tieu, Katherine, Fu, Dongqi, Li, Zihao, Maciejewski, Ross, He, Jingrui

Table des matières: “… its temporal link prediction out-performance on 13 classic datasets and with 10 algorithms in both…”
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