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

How Post-Training Reshapes LLMs: A Mechanistic View on Knowledge, Truthfulness, Refusal, and Confidence by Du, Hongzhe, Li, Weikai, Cai, Min, Saraipour, Karim, Zhang, Zimin, Lakkaraju, Himabindu, Sun, Yizhou, Zhang, Shichang

Table of Contents: “… post-training algorithms and evaluated post-training models by their outputs, it remains understudied…”
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Quantization Hurts Reasoning? An Empirical Study on Quantized Reasoning Models by Liu, Ruikang, Sun, Yuxuan, Zhang, Manyi, Bai, Haoli, Yu, Xianzhi, Yu, Tiezheng, Yuan, Chun, Hou, Lu

Table of Contents: “…, and activation quantization using state-of-the-art algorithms at varying bit-widths, with extensive evaluation…”
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AssistanceZero: Scalably Solving Assistance Games by Laidlaw, Cassidy, Bronstein, Eli, Guo, Timothy, Feng, Dylan, Berglund, Lukas, Svegliato, Justin, Russell, Stuart, Dragan, Anca

Table of Contents: “… uncertainty. We show that AssistanceZero outperforms model-free RL algorithms and imitation learning…”
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Pychop: Emulating Low-Precision Arithmetic in Numerical Methods and Neural Networks by Carson, Erin, Chen, Xinye

Table of Contents: “… of Pychop, establishing it as a foundational tool for advancing efficient mixed-precision algorithms…”
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Practical Implementation of an End-to-End Methodology for SPC of 3-D Part Geometry: A Case Study by An, Yulin, Zhao, Xueqi, del Castillo, Enrique

Table of Contents: “… part geometry, and present an improved algorithm to automatically define a region of interest…”
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Network Requirements for Distributed Quantum Computation by Jacinto, Hugo, Gouzien, Élie, Sangouard, Nicolas

Table of Contents: “…, leveraging the surface code for error correction and enabling fault-tolerant operations through lattice…”
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RGB-Event based Pedestrian Attribute Recognition: A Benchmark Dataset and An Asymmetric RWKV Fusion Framework by Wang, Xiao, Wang, Haiyang, Wang, Shiao, Chen, Qiang, Jin, Jiandong, Song, Haoyu, Jiang, Bo, Li, Chenglong

Table of Contents: “… comprehensive benchmark and provide a solid foundation for future research in terms of data and algorithmic…”
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d1: Scaling Reasoning in Diffusion Large Language Models via Reinforcement Learning by Zhao, Siyan, Gupta, Devaansh, Zheng, Qinqing, Grover, Aditya

Table of Contents: “… algorithm called diffu-GRPO, the first integration of policy gradient methods to masked dLLMs. Through…”
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AI-Based Vulnerability Analysis of NFT Smart Contracts by Wang, Xin, Li, Xiaoqi

Table of Contents: “… codes, classifying them into five vulnerability categories: Risky Mutable Proxy, ERC-721 Reentrancy…”
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Sky-Drive: A Distributed Multi-Agent Simulation Platform for Human-AI Collaborative and Socially-Aware Future Transportation by Huang, Zilin, Sheng, Zihao, Wan, Zhengyang, Qu, Yansong, Luo, Yuhao, Wang, Boyue, Li, Pei, Chen, Yen-Jung, Chen, Jiancong, Long, Keke, Meng, Jiayi, Leng, Yue, Chen, Sikai

Table of Contents: “…-world validation. By bridging scenario generation, data collection, algorithm training, and hardware…”
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DriVerse: Navigation World Model for Driving Simulation via Multimodal Trajectory Prompting and Motion Alignment by Li, Xiaofan, Wu, Chenming, Yang, Zhao, Xu, Zhihao, Liang, Dingkang, Zhang, Yumeng, Wan, Ji, Wang, Jun

Table of Contents: “… for evaluating actual autonomous driving algorithms. DriVerse introduces explicit trajectory guidance in two…”
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Phi-4-reasoning Technical Report by Abdin, Marah, Agarwal, Sahaj, Awadallah, Ahmed, Balachandran, Vidhisha, Behl, Harkirat, Chen, Lingjiao, de Rosa, Gustavo, Gunasekar, Suriya, Javaheripi, Mojan, Joshi, Neel, Kauffmann, Piero, Lara, Yash, Mendes, Caio César Teodoro, Mitra, Arindam, Nushi, Besmira, Papailiopoulos, Dimitris, Saarikivi, Olli, Shah, Shital, Shrivastava, Vaishnavi, Vineet, Vibhav, Wu, Yue, Yousefi, Safoora, Zheng, Guoqing

Table of Contents: “… comprehensive evaluations span benchmarks in math and scientific reasoning, coding, algorithmic problem solving…”
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Finger Pose Estimation for Under-screen Fingerprint Sensor by Guan, Xiongjun, Pan, Zhiyu, Feng, Jianjiang, Zhou, Jie

Table of Contents: “… of fingerprint recognition algorithms. Our code is available at https://github.com/XiongjunGuan/DRACO. …”
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Cross-organ all-in-one parallel compressed sensing magnetic resonance imaging by Shi, Baoshun, Meng, Xin, Lv, Shuangni, Liu, Zheng, Yang, Yan

Table of Contents: “… that implements a p-CSMRI iterative algorithm via three specialized modules: auxiliary variable module, prior…”
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CogniSNN: An Exploration to Random Graph Architecture based Spiking Neural Networks with Enhanced Depth-Scalability and Path-Plasticity by Huang, Yongsheng, Duan, Peibo, Liu, Zhipeng, Sun, Kai, Zhang, Changsheng, Zhang, Bin, Xu, Mingkun

Table of Contents: “… degradation in deeper graph pathways, as well as a critical path-based algorithm that enables CogniSNN…”
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RCOMPSs: A Scalable Runtime System for R Code Execution on Manycore Systems by Zhang, Xiran, Conejero, Javier, Abdulah, Sameh, Ejarque, Jorge, Sun, Ying, Badia, Rosa M., Keyes, David E., Genton, Marc G.

Table of Contents: “… and manycore systems. RCOMPSs adopts a dynamic, task-based programming model, allowing users to write code in a…”
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HWA-UNETR: Hierarchical Window Aggregate UNETR for 3D Multimodal Gastric Lesion Segmentation by Liang, Jiaming, Dai, Lihuan, Sheng, Xiaoqi, Chen, Xiangguang, Yao, Chun, Tao, Guihua, Leng, Qibin, Cai, Hongmin, Zhong, Xi

Table of Contents: “… and the imperative to amalgamate inherently misaligned modalities. As a result, algorithms are constrained to train…”
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LLM-CoT Enhanced Graph Neural Recommendation with Harmonized Group Policy Optimization by Luo, Hailong, Wu, Bin, Jia, Hongyong, Zhu, Qingqing, Shan, Lianlei

Table of Contents: “… design a reinforcement learning algorithm, Harmonized Group Policy Optimization (HGPO), to optimize…”
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EPSpatial: Achieving Efficient and Private Statistical Analytics of Geospatial Data by Zhang, Chuan, Ren, Xuhao, Huang, Zhangcheng, Liang, Jinwen, Wang, Jianzong, Zhu, Liehuang

Table of Contents: “… to succinctly secret-share values on the nodes of an exponentially large quad-tree. Then, we use Gray code…”
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Dynamic Graph Induced Contour-aware Heat Conduction Network for Event-based Object Detection by Wang, Xiao, Jin, Yu, Chen, Lan, Jiang, Bo, Zhu, Lin, Tian, Yonghong, Tang, Jin, Luo, Bin

Table of Contents: “… object detection algorithms are typically built upon Convolutional Neural Networks (CNNs) or Transformers…”
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