Search Results - coding (algorithm OR ((Algorithmssssic OR Algorithmssssic) OR Algorithmssssic))

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

Table of Contents: “… 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 by Barkley, Jesse, George, Abraham, Farimani, Amir Barati

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

Table of Contents: “… 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 by Jia, Zhanyuan, Yao, Ni, Sun, Danyang, Han, Chuang, Li, Yanting, Nan, Jiaofen, Zhu, Fubao, Zhao, Chen, Zhou, Weihua

Table of Contents: “… 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 by Zhao, Haodong, Peng, Peng, Chen, Chiyu, Huang, Linqing, Liu, Gongshen

Table of Contents: “… 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 by 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 of Contents: “…-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 by Wang, Shiao, Wang, Xiao, Jin, Liye, Jiang, Bo, Zhu, Lin, Chen, Lan, Tian, Yonghong, Luo, Bin

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

Table of Contents: “… 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 by Dong, Siyuan, Tian, Yuxuan, Ma, Wenhan, Yang, Tong, Zhang, Chenye, Wu, Yuhan, Yang, Kaicheng, Wang, Yaojing

Table of Contents: “… 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 by Zhang, Yang, Xu, Wenxin, Zhao, Xiaoyan, Wang, Wenjie, Feng, Fuli, He, Xiangnan, Chua, Tat-Seng

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

Table of Contents: “… 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 by Wang, Zheng, Yu, Wanhao, Yang, Li, Lin, Sen

Table of Contents: “… 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 by Jia, Ruipeng, Yang, Yunyi, Gai, Yongbo, Luo, Kai, Huang, Shihao, Lin, Jianhe, Jiang, Xiaoxi, Jiang, Guanjun

Table of Contents: “…, 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 by Fan, Jigang, Wu, Quanlin, Luo, Shengjie, Wang, Liwei

Table of Contents: “… 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 by Wang, Yanting, Zou, Wei, Geng, Runpeng, Jia, Jinyuan

Table of Contents: “… 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 by Al-Batah, Mohammad Subhi, Alzboon, Mowafaq Salem, Alqaraleh, Muhyeeddin, Abu-Arqoub, Mohammed Hasan, Marie, Rashiq Rafiq

Table of Contents: “… 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 by Herr, Nathan, Rocktäschel, Tim, Raileanu, Roberta

Table of Contents: “… 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 by Shojaee, Parshin, Mirzadeh, Iman, Alizadeh, Keivan, Horton, Maxwell, Bengio, Samy, Farajtabar, Mehrdad

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

Table of Contents: “… 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 by Kammerer, Lukas, Bartlett, Deaglan J., Kronberger, Gabriel, Desmond, Harry, Ferreira, Pedro G.

Table of Contents: “… baryonification algorithm. We also provide functions which describe the uncertainty on these predictions, due…”
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