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

Block Diffusion: Interpolating Between Autoregressive and Diffusion Language Models von Arriola, Marianne, Gokaslan, Aaron, Chiu, Justin T., Yang, Zhihan, Qi, Zhixuan, Han, Jiaqi, Sahoo, Subham Sekhar, Kuleshov, Volodymyr

Inhaltsangabe: “… that includes an efficient training algorithm, estimators of gradient variance, and data-driven noise schedules …”
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RTD-Lite: Scalable Topological Analysis for Comparing Weighted Graphs in Learning Tasks von Tulchinskii, Eduard, Voronkova, Daria, Trofimov, Ilya, Burnaev, Evgeny, Barannikov, Serguei

Inhaltsangabe: “… suffer from computational inefficiency on large datasets. We introduce RTD-Lite, a scalable algorithm …”
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When Astronomy Meets AI: Manazel For Crescent Visibility Prediction in Morocco von Lairgi, Yassir

Inhaltsangabe: “… , cultural, and administrative purposes. Manazel (The code and datasets are available at https://github.com …”
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ZClip: Adaptive Spike Mitigation for LLM Pre-Training von Kumar, Abhay, Owen, Louis, Chowdhury, Nilabhra Roy, Güra, Fabian

Inhaltsangabe: “… , an adaptive gradient clipping algorithm that dynamically adjusts the clipping threshold based on statistical …”
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Unifying Autoregressive and Diffusion-Based Sequence Generation von Fathi, Nima, Scholak, Torsten, Noël, Pierre-André

Inhaltsangabe: “… a novel inference algorithm that leverages this new feature in a simplified context inspired from …”
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On the Temporal Question-Answering Capabilities of Large Language Models Over Anonymized Data von Ruiz, Alfredo Garrachón, de la Rosa, Tomás, Borrajo, Daniel

Inhaltsangabe: “… seventeen common temporal reasoning tasks in natural language, focusing on their algorithmic components …”
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Efficient Formal Verification of Quantum Error Correcting Programs von Huang, Qifan, Zhou, Li, Fang, Wang, Zhao, Mengyu, Ying, Mingsheng

Inhaltsangabe: “… by SMT solvers, and for non-Pauli errors, we provide a heuristic algorithm. We formalize the proposed …”
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Towards Stepwise Domain Knowledge-Driven Reasoning Optimization and Reflection Improvement von Liu, Chengyuan, Wang, Shihang, Qing, Lizhi, Song, Kaisong, Cao, Junjie, Lin, Jun, Zhang, Ji, Li, Ang, Kuang, Kun, Wu, Fei

Inhaltsangabe: “… reasoning tasks such as coding and math, with the help of Monte Carlo Tree Search (MCTS). However, its …”
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Generation of Musical Timbres using a Text-Guided Diffusion Model von Yuan, Weixuan, Khan, Qadeer, Golkov, Vladimir

Inhaltsangabe: “… for subsequently running a phase retrieval algorithm, as related methods do. Audio examples, source code, and a …”
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Evolution of self-gravitating spherical dark-matter halos with and without new physics von Kamionkowski, Marc, Sigurdson, Kris R.

Inhaltsangabe: “… We present an efficient numerical algorithm for evolving self-gravitating systems of dark-matter …”
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Fine-Tuning Adversarially-Robust Transformers for Single-Image Dehazing von Vasilescu, Vlad, Neacsu, Ana, Faur, Daniela

Inhaltsangabe: “… remote sensing scenarios, showcasing their robust behavior for out-of-distribution data. The source code …”
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WaterDrum: Watermarking for Data-centric Unlearning Metric von Lu, Xinyang, Niu, Xinyuan, Lau, Gregory Kang Ruey, Nhung, Bui Thi Cam, Sim, Rachael Hwee Ling, Himawan, John Russell, Wen, Fanyu, Foo, Chuan-Sheng, Ng, See-Kiong, Low, Bryan Kian Hsiang

Inhaltsangabe: “… that can be used to rigorously evaluate unlearning algorithms via WaterDrum. Our code is available at https …”
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How to Train Your Metamorphic Deep Neural Network von Sommariva, Thomas, Calderara, Simone, Porrello, Angelo

Inhaltsangabe: “… of the undelying model, limiting its broader applicability. In this work, we propose a training algorithm …”
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GuidedQuant: Large Language Model Quantization via Exploiting End Loss Guidance von Kim, Jinuk, Halabi, Marwa El, Park, Wonpyo, Schaefer, Clemens JS, Lee, Deokjae, Park, Yeonhong, Lee, Jae W., Song, Hyun Oh

Inhaltsangabe: “… introduce a novel non-uniform scalar quantization algorithm, which is guaranteed to monotonically decrease …”
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From RDF Graph Validation to RDF Dataset Validation with SHACL-DS von Dao, Davan Chiem, Debruyne, Christophe

Inhaltsangabe: “… , knowledge is hidden in the code, and the constraints are not self-contained nor fully declarative. We …”
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MindOmni: Unleashing Reasoning Generation in Vision Language Models with RGPO von Xiao, Yicheng, Song, Lin, Chen, Yukang, Luo, Yingmin, Chen, Yuxin, Gan, Yukang, Huang, Wei, Li, Xiu, Qi, Xiaojuan, Shan, Ying

Inhaltsangabe: “… Policy Optimization (RGPO) algorithm, utilizing multimodal feedback to effectively guide policy updates …”
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Variably Scaled Kernels for the regularized solution of the parametric Fourier imaging problem von Volpara, Anna, Lupoli, Alessandro, Perracchione, Emma

Inhaltsangabe: “… / extrapolation algorithms that impose smoothing constraints across contiguous values of the parameter. Previous …”
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Scaling Offline RL via Efficient and Expressive Shortcut Models von Espinosa-Dice, Nicolas, Zhang, Yiyi, Chen, Yiding, Guo, Bradley, Oertell, Owen, Swamy, Gokul, Brantley, Kiante, Sun, Wen

Inhaltsangabe: “… offline RL algorithm that leverages shortcut models - a novel class of generative models - to scale both …”
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State Space Model Programming in Turing.jl von Hargreaves, Tim, Li, Qing, Knipp, Charles, Wantiez, Frederic, Godsill, Simon J., Ge, Hong

Inhaltsangabe: “… various inference algorithms, including Kalman filtering, particle filtering, and combinations thereof …”
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FSM Modeling For Off-Blockchain Computation von Liu, Christian Gang

Inhaltsangabe: “… of concerns and FSM modeling to model a smart contract and generate its code. We then (i) use our algorithm …”
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