Suchergebnisse - (coding OR Decoding) algorithm

Adaptive Algebraic Reuse of Reordering in Cholesky Factorization with Dynamic Sparsity Pattern von Zarebavani, Behrooz, Kaufman, Danny M., Levin, David I. W., Dehnavi, Maryam Mehri

Inhaltsangabe: “… decomposition algorithm to break down the dual graph of the input matrix into fine-grained subgraphs …”
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CorrDiff: Adaptive Delay-aware Detector with Temporal Cue Inputs for Real-time Object Detection von Zhang, Xiang, Fu, Chenchen, Cui, Yufei, Yi, Lan, Sun, Yuyang, Wu, Weiwei, Liu, Xue

Inhaltsangabe: “… detection algorithms in streaming scenarios, factoring in both latency and accuracy). It demonstrates robust …”
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Ladder-residual: parallelism-aware architecture for accelerating large model inference with communication overlapping von Zhang, Muru, Mishra, Mayank, Zhou, Zhongzhu, Brandon, William, Wang, Jue, Kim, Yoon, Ragan-Kelley, Jonathan, Song, Shuaiwen Leon, Athiwaratkun, Ben, Dao, Tri

Inhaltsangabe: “… distributed algorithms to efficiently scale. Various model parallelism strategies are used in multi-gpu …”
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ExoSim 2: the new Exoplanet Observation Simulator applied to the Ariel space mission von Mugnai, Lorenzo V., Bocchieri, Andrea, Pascale, Enzo, Lorenzani, Andrea, Papageorgiou, Andreas

Inhaltsangabe: “… architecture using Task classes, encapsulating simulation algorithms and functions. This flexible design …”
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ProofAug: Efficient Neural Theorem Proving via Fine-grained Proof Structure Analysis von Liu, Haoxiong, Sun, Jiacheng, Li, Zhenguo, Yao, Andrew C

Inhaltsangabe: “… -search algorithm, enabling our construction of an efficient recursive proving (ERP) module to further …”
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Covering Multiple Objectives with a Small Set of Solutions Using Bayesian Optimization von Maus, Natalie, Kim, Kyurae, Zeng, Yimeng, Jones, Haydn Thomas, Wan, Fangping, Torres, Marcelo Der Torossian, de la Fuente-Nunez, Cesar, Gardner, Jacob R.

Inhaltsangabe: “… this void, we develop Multi-Objective Coverage Bayesian Optimization (MOCOBO), a BO algorithm for solving …”
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VerteNet -- A Multi-Context Hybrid CNN Transformer for Accurate Vertebral Landmark Localization in Lateral Spine DXA Images von Maqsood, Arooba, Ilyas, Zaid, Saleem, Afsah, Zhang, Erchuan, Suter, David, Raina, Parminder, Hodgson, Jonathan M., Schousboe, John T., Leslie, William D., Lewis, Joshua R., Gilani, Syed Zulqarnain

Inhaltsangabe: “… . The abdominal aorta crop detection algorithm achieved 100% accuracy in validation and 96% accuracy (sensitivity …”
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Transformers Boost the Performance of Decision Trees on Tabular Data across Sample Sizes von Jayawardhana, Mayuka, Renbo, Dooley, Samuel, Cherepanova, Valeriia, Wilson, Andrew Gordon, Hutter, Frank, White, Colin, Goldstein, Tom, Goldblum, Micah

Inhaltsangabe: “… performance against numerous baselines and ensembling algorithms. We find that PFN-Boost achieves the best …”
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Interactive Symbolic Regression through Offline Reinforcement Learning: A Co-Design Framework von Tian, Yuan, Zhou, Wenqi, Viscione, Michele, Dong, Hao, Kammer, David, Fink, Olga

Inhaltsangabe: “… demonstrate that the pre-trained Sym-Q surpasses existing SR algorithms on the challenging SSDNC benchmark …”
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Amnesia as a Catalyst for Enhancing Black Box Pixel Attacks in Image Classification and Object Detection von Song, Dongsu, Ko, Daehwa, Jung, Jay Hoon

Inhaltsangabe: “… randomness and avoids patch dependency by leveraging rewards generated through a one-step RL algorithm …”
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Brain Latent Progression: Individual-based Spatiotemporal Disease Progression on 3D Brain MRIs via Latent Diffusion von Puglisi, Lemuel, Alexander, Daniel C., Ravì, Daniele

Inhaltsangabe: “… ) algorithm, which (a) enforces spatiotemporal consistency in the predicted progression at inference time …”
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Quantifying Phase Magnitudes of Open-Source Focused-Probe 4D-STEM Ptychography Reconstructions von Susi, Toma

Inhaltsangabe: “… range of direct and iterative open-source phase reconstruction algorithms, evaluating …”
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Without Paired Labeled Data: End-to-End Self-Supervised Learning for Drone-view Geo-Localization von Chen, Zhongwei, Yang, Zhao-Xu, Rong, Hai-Jun, Li, Guoqi

Inhaltsangabe: “… . It employs a clustering algorithm to generate pseudo-labels and adopts a dual-path contrastive learning …”
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Systematic Bayesian Optimization for Atomic Structure Calculations of Heavy Elements von da Silva, Ricardo Ferreira, Flörs, Andreas, Leitão, Luís, Marques, José P., Martínez-Pinedo, Gabriel, Sampaio, Jorge M.

Inhaltsangabe: “… algorithm to refine the fictitious mean configuration, iteratively minimising the discrepancy between …”
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Safe Multi-Agent Navigation guided by Goal-Conditioned Safe Reinforcement Learning von Feng, Meng, Parimi, Viraj, Williams, Brian

Inhaltsangabe: “… via an automated self-training algorithm. By constructing a graph with states from the replay buffer …”
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Synthesizing Individualized Aging Brains in Health and Disease with Generative Models and Parallel Transport von Fu, Jingru, Zheng, Yuqi, Dey, Neel, Ferreira, Daniel, Moreno, Rodrigo

Inhaltsangabe: “… transport algorithm to adapt the population-level aging trajectories learned by a generative deep template …”
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Joint CSI Estimation-Feedback-Precoding via DJSCC for MU-MIMO OFDM Systems von Guo, Yiran, Chen, Wei, Ai, Bo, Li, Lun

Inhaltsangabe: “… an end-to-end joint CSI estimation-feedback-precoding network based on a deep joint source-channel coding …”
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Fully Autonomous Programming using Iterative Multi-Agent Debugging with Large Language Models von Grishina, Anastasiia, Liventsev, Vadim, Härmä, Aki, Moonen, Leon

Inhaltsangabe: “… ": the generated code closely resembles a correct solution but fails unit tests due to minor errors. We address …”
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SPRINT: Script-agnostic Structure Recognition in Tables von Kudale, Dhruv, Kasuba, Badri Vishal, Subramanian, Venkatapathy, Chaudhuri, Parag, Ramakrishnan, Ganesh

Inhaltsangabe: “… an absolute average increase of 11.12%. We also present an algorithm for converting valid OTSL predictions …”
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Changing Base Without Losing Pace: A GPU-Efficient Alternative to MatMul in DNNs von Ailon, Nir, Bercovich, Akhiad, Uffenheimer, Yahel, Weinstein, Omri

Inhaltsangabe: “… further algorithmic study of STL optimization in DNNs. Our experiments demonstrate that STL can …”
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