Search Results - (coding OR decoding) ((Algorithmssicsics OR (algorithm OR algorithm)) OR (algorithm OR algorithm))

Complexity in Complexity: Understanding Visual Complexity Through Structure, Color, and Surprise by Sarıtaş, Karahan, Dayan, Peter, Shen, Tingke, Nath, Surabhi S

Table of Contents: “…-to-interpret algorithms that employ numerous features or sophisticated deep learning architectures. While…”
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Polyp-Gen: Realistic and Diverse Polyp Image Generation for Endoscopic Dataset Expansion by Liu, Shengyuan, Chen, Zhen, Yang, Qiushi, Yu, Weihao, Dong, Di, Hu, Jiancong, Yuan, Yixuan

Table of Contents: “… for dataset expansion, existing endoscopic image generation algorithms failed to accurately generate…”
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MATCNN: Infrared and Visible Image Fusion Method Based on Multi-scale CNN with Attention Transformer by Liu, Jingjing, Zhang, Li, Zeng, Xiaoyang, Liu, Wanquan, Zhang, Jianhua

Table of Contents: “… algorithm is developed, leveraging the mask to guide feature extraction through the integration of content…”
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Circular Microalgae-Based Carbon Control for Net Zero by Zocco, Federico, García, Joan, Haddad, Wassim M.

Table of Contents: “…), namely, Stable-Baselines3, and then, through the library, we test the performance of eight RL algorithms…”
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SPARK: Safe Protective and Assistive Robot Kit by Sun, Yifan, Chen, Rui, Yun, Kai S., Fang, Yikuan, Jung, Sebin, Li, Feihan, Li, Bowei, Zhao, Weiye, Liu, Changliu

Table of Contents: “…-of-the-art safe control algorithms in a modular and composable robot control framework. Users can easily…”
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Long-tailed Medical Diagnosis with Relation-aware Representation Learning and Iterative Classifier Calibration by Pan, Li, Zhang, Yupei, Yang, Qiushi, Li, Tan, Chen, Zhen

Table of Contents: “… the workload of clinicians. However, the inherent sample imbalance among different diseases leads algorithms…”
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Group-Adaptive Threshold Optimization for Robust AI-Generated Text Detection by Jung, Minseok, Panizo, Cynthia Fuertes, Dugan, Liam, R., Yi, Fung, Chen, Pin-Yu, Liang, Paul Pu

Table of Contents: “… FairOPT, an algorithm for group-specific threshold optimization for probabilistic AI-text detectors. We…”
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Reasoning-as-Logic-Units: Scaling Test-Time Reasoning in Large Language Models Through Logic Unit Alignment by Li, Cheryl, Xu, Tianyuan, Guo, Yiwen

Table of Contents: “…, and explain each unit. A rewind-and-correct mechanism ensures alignment between code statements and task…”
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RoSTE: An Efficient Quantization-Aware Supervised Fine-Tuning Approach for Large Language Models by Wei, Quan, Yau, Chung-Yiu, Wai, Hoi-To, Zhao, Yang Katie, Kang, Dongyeop, Park, Youngsuk, Hong, Mingyi

Table of Contents: “… of weights, activations and KV caches in LLMs, we propose an algorithm named Rotated Straight-Through…”
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S2C: Learning Noise-Resistant Differences for Unsupervised Change Detection in Multimodal Remote Sensing Images by Ding, Lei, Zuo, Xibing, Hong, Danfeng, Guo, Haitao, Lu, Jun, Gong, Zhihui, Bruzzone, Lorenzo

Table of Contents: “… regularization is defined to suppress insignificant changes, and an IoU-matching algorithm is developed to refine…”
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MaizeEar-SAM: Zero-Shot Maize Ear Phenotyping by Zaremehrjerdi, Hossein, Coffey, Lisa, Jubery, Talukder, Liu, Huyu, Turkus, Jon, Linders, Kyle, Schnable, James C., Schnable, Patrick S., Ganapathysubramanian, Baskar

Table of Contents: “… individual kernels in RGB images of maize ears and apply a graph-based algorithm to calculate the number…”
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Model Evolution Framework with Genetic Algorithm for Multi-Task Reinforcement Learning by Yu, Yan, Zhou, Wengang, Yang, Yaodong, Lu, Wanxuan, Hou, Yingyan, Li, Houqiang

Table of Contents: “… leveraging a non-gradient genetic algorithm to optimize these genotype policies. Unlike routing networks…”
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Length-Controlled Margin-Based Preference Optimization without Reference Model by Li, Gengxu, Xia, Tingyu, Chang, Yi, Wu, Yuan

Table of Contents: “…Direct Preference Optimization (DPO) is a widely adopted offline algorithm for preference-based…”
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A New Framework for AGN Accretion and Jet Feedback in Numerical Simulations by Lü, Ying-He Celeste, Ricker, Paul M.

Table of Contents: “… of applying the traditional Bondi formalism, we use a sink particle algorithm in which the accretion flux…”
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Discriminative Finetuning of Generative Large Language Models without Reward Models and Human Preference Data by Guo, Siqi, Hong, Ilgee, Balmaseda, Vicente, Yu, Changlong, Qiu, Liang, Liu, Xin, Jiang, Haoming, Zhao, Tuo, Yang, Tianbao

Table of Contents: “… of an answer among all possible outputs given an input; (ii) efficient algorithms to optimize…”
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LiDAR Registration with Visual Foundation Models by Vödisch, Niclas, Cioffi, Giovanni, Cannici, Marco, Burgard, Wolfram, Scaramuzza, Davide

Table of Contents: “… registration algorithms, such as RANSAC or ICP, facilitates robust 6DoF alignment of LiDAR scans with 3D maps…”
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Node-to-node contact-friction problems using run-time parameter updates on a conventional force-deformation finite element by Rahman, Asifur, Mackie, Kevin R.

Table of Contents: “… are updated based on contact detection, and eliminate the need for adding new source code to the finite…”
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Learning to Reduce Search Space for Generalizable Neural Routing Solver by Zhou, Changliang, Lin, Xi, Wang, Zhenkun, Zhang, Qingfu

Table of Contents: “… reducing reliance on expert knowledge for algorithm design. However, scaling these methods to handle large…”
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Omnidirectional Multi-Object Tracking by Luo, Kai, Shi, Hao, Wu, Sheng, Teng, Fei, Duan, Mengfei, Huang, Chang, Wang, Yuhang, Wang, Kaiwei, Yang, Kailun

Table of Contents: “…, most MOT algorithms are tailored for pinhole images with limited views, impairing their effectiveness…”
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Online Dense Point Tracking with Streaming Memory by Dong, Qiaole, Fu, Yanwei

Table of Contents: “… appearance drifting without considering temporal consistency. Recent point tracking algorithms usually depend…”
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