Suchergebnisse - coding (algorithm OR (algorithmics OR Algorithmssics))

TurboBoA: Faster and Exact Attention-aware Quantization without Backpropagation von Kim, Junhan, Park, Yeo Jeong, Son, Seungwoo, Lee, Chungman, Kim, Ho-young, Kim, Joonyoung, Jeon, Yongkweon

Inhaltsangabe: “… . In this paper, we propose TurboBoA, a new backpropagation-free PTQ algorithm that preserves the accuracy …”
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ProAct: Agentic Lookahead in Interactive Environments von Yu, Yangbin, Yang, Mingyu, Li, Junyou, Gao, Yiming, Liu, Feiyu, Yang, Yijun, Lin, Zichuan, Lyu, Jiafei, Liu, Yicheng, Lu, Zhicong, Ye, Deheng, Jiang, Jie

Inhaltsangabe: “… to enhance policy-gradient algorithms like PPO and GRPO. By leveraging lightweight environment rollouts …”
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Monte Carlo Maximum Likelihood Reconstruction for Digital Holography with Speckle von Chen, Xi, Maleki, Arian, Jalali, Shirin

Inhaltsangabe: “… evaluation, the proposed algorithm supports accurate aperture modeling without the simplifying assumptions …”
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SnapMLA: Efficient Long-Context MLA Decoding via Hardware-Aware FP8 Quantized Pipelining von Zhang, Yifan, Su, Zunhai, Hu, Shuhao, Yang, Rui, Wu, Wei, Qian, Yulei, Xie, Yuchen, Cai, Xunliang

Inhaltsangabe: “… long-context efficiency through the following hardware-aware algorithm-kernel co-optimization …”
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SteuerLLM: Local specialized large language model for German tax law analysis von Wind, Sebastian, Sopa, Jeta, Schmid, Laurin, Jackl, Quirin, Kiefer, Sebastian, Wu, Fei, Mayr, Martin, Köstler, Harald, Wellein, Gerhard, Maier, Andreas, Arasteh, Soroosh Tayebi

Inhaltsangabe: “… , structured legal argumentation, and numerical accuracy under rigid grading schemes. We algorithmically …”
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Gradient-Enhanced Partitioned Gaussian Processes for Real-Time Quadrotor Dynamics Modeling von Sang, Xinhuan, Rozman, Adam, Grace, Sheryl, Tron, Roberto

Inhaltsangabe: “… effects, such as rotor-rotor interactions and apparent wind direction, we use the CHARM code, which is a …”
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Unbiased Gradient Estimation for Event Binning via Functional Backpropagation von Chen, Jinze, Zhai, Wei, Han, Han, Ma, Tiankai, Cao, Yang, Li, Bin, Zha, Zheng-Jun

Inhaltsangabe: “… algorithms to rely solely on frame-based features. Attempts to directly learn from raw events avoid …”
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K-Search: LLM Kernel Generation via Co-Evolving Intrinsic World Model von Cao, Shiyi, Mao, Ziming, Gonzalez, Joseph E., Stoica, Ion

Inhaltsangabe: “… approaches typically treat Large Language Models (LLMs) merely as stochastic code generators within heuristic …”
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DySL-VLA: Efficient Vision-Language-Action Model Inference via Dynamic-Static Layer-Skipping for Robot Manipulation von Yang, Zebin, Qi, Yijiahao, Xie, Tong, Yu, Bo, Liu, Shaoshan, Li, Meng

Inhaltsangabe: “… to initiate layer-skipping. We also propose a skip-aware two-stage knowledge distillation algorithm …”
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Shifting in-DRAM von Tegge, William C., Jones, Alex K.

Inhaltsangabe: “… algorithms like AES and Reed-Solomon error correction codes. Existing approaches to in-DRAM shifting require …”
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Operator Learning Using Weak Supervision from Walk-on-Spheres von Viswanath, Hrishikesh, Nam, Hong Chul, Deng, Xi, Berner, Julius, Anandkumar, Anima, Bera, Aniket

Inhaltsangabe: “… algorithm to generate cheap, noisy, estimates of the PDE solution during training. This is formulated into a …”
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Graph-Based Self-Healing Tool Routing for Cost-Efficient LLM Agents von Bholani, Neeraj

Inhaltsangabe: “… improves correctness but incurs high latency and inference cost, while pre-coded workflow graphs reduce …”
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Fast and Versatile RNA Design via Motif-level Divide-and-Conquer and Structure-level Rival Search von Zhou, Tianshuo, Mathews, David H., Huang, Liang

Inhaltsangabe: “… both. We introduce a fast and versatile RNA design algorithm inspired by our previous work …”
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AriadneMem: Threading the Maze of Lifelong Memory for LLM Agents von Zhu, Wenhui, Chen, Xiwen, Wang, Zhipeng, Wang, Jingjing, Dong, Xuanzhao, Huang, Minzhou, Cai, Rui, Sang, Hejian, Wang, Hao, Qiu, Peijie, Deng, Yueyue, Tiwari, Prayag, Rappazzo, Brendan Hogan, Wang, Yalin

Inhaltsangabe: “… \emph{algorithmic bridge discovery} to reconstruct missing logical paths between retrieved facts …”
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THETA: A Textual Hybrid Embedding-based Topic Analysis Framework and AI Scientist Agent for Scalable Computational Social Science von Duan, Zhenke, Li, Xin

Inhaltsangabe: “… research, as manual coding remains labor-intensive and conventional topic models often suffer from semantic …”
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Agentic Planning with Reasoning for Image Styling via Offline RL von Mukherjee, Subhojyoti, Petrangeli, Stefano, Kveton, Branislav, Bui, Trung, Dernoncourt, Franck, Mukherjee, Arko

Inhaltsangabe: “… and code are publicly available at the HuggingFace repository. (3) Offline RL training methods for learning …”
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Rigorous foundations of adaptive mode tracking in single-parametric Hermitian eigenvalue problems: existence theorems, error indicators, and application to SAFE dispersion analysis von Xiao, Dong, Sharif-Khodaei, Zahra, Aliabadi, M. H.

Inhaltsangabe: “… wavenumber sampling algorithm that automatically refines the discretization where the MAC separation falls …”
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FSMC-Pose: Frequency and Spatial Fusion with Multiscale Self-calibration for Cattle Mounting Pose Estimation von Li, Fangjing, Wang, Zhihai, Ding, Xinxin, Liu, Haiyang, Gao, Ronghua, Wang, Rong, Zhu, Yao, Jin, Ming

Inhaltsangabe: “… . Specifically, we design two algorithmic components for CattleMountNet: the Spatial Frequency Enhancement Block …”
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EvoGuard: An Extensible Agentic RL-based Framework for Practical and Evolving AI-Generated Image Detection von Zhu, Chenyang, Wang, Maorong, Liu, Jun, Chang, Ching-Chun, Echizen, Isao

Inhaltsangabe: “… Reinforcement Learning algorithm using only low-cost binary labels, it eliminates the reliance on fine-grained …”
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TENSURE: Fuzzing Sparse Tensor Compilers (Registered Report) von Mahathevan, Kabilan, Zhang, Yining, Gulzar, Muhammad Ali, Sundararajah, Kirshanthan

Inhaltsangabe: “… that expose corner cases in the code-generation phases of STCs. We propose a novel constraint-based generation …”
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