Résultats de la recherche - (coding OR Decoding) (algorithm OR (algorithmics OR algorithmssics))

LABIIUM: AI-Enhanced Zero-configuration Measurement Automation System par Olowe, Emmanuel A., Chitnis, Danial

Table des matières: “… by Large Language Models (LLMs) to generate code. LABIIUM's Lab-Automation-Measurement Bridges (LAMBs…”
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TrajLearn: Trajectory Prediction Learning using Deep Generative Models par Nadiri, Amirhossein, Li, Jing, Faraji, Ali, Abuoda, Ghadeer, Papagelis, Manos

Table des matières: “… to assess the impact of key model components. Furthermore, we developed a novel algorithm to generate mixed…”
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Improving Autoregressive Visual Generation with Cluster-Oriented Token Prediction par Hu, Teng, Zhang, Jiangning, Yi, Ran, Weng, Jieyu, Wang, Yabiao, Zeng, Xianfang, Xue, Zhucun, Ma, Lizhuang

Table des matières: “…-means clustering algorithm to rearrange the visual codebook into clusters, ensuring high similarity…”
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Adaptive Algebraic Reuse of Reordering in Cholesky Factorization with Dynamic Sparsity Pattern par Zarebavani, Behrooz, Kaufman, Danny M., Levin, David I. W., Dehnavi, Maryam Mehri

Table des matières: “… 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 par Zhang, Xiang, Fu, Chenchen, Cui, Yufei, Yi, Lan, Sun, Yuyang, Wu, Weiwei, Liu, Xue

Table des matières: “… 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 par Zhang, Muru, Mishra, Mayank, Zhou, Zhongzhu, Brandon, William, Wang, Jue, Kim, Yoon, Ragan-Kelley, Jonathan, Song, Shuaiwen Leon, Athiwaratkun, Ben, Dao, Tri

Table des matières: “… 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 par Mugnai, Lorenzo V., Bocchieri, Andrea, Pascale, Enzo, Lorenzani, Andrea, Papageorgiou, Andreas

Table des matières: “… 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 par Liu, Haoxiong, Sun, Jiacheng, Li, Zhenguo, Yao, Andrew C

Table des matières: “…-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 par Maus, Natalie, Kim, Kyurae, Zeng, Yimeng, Jones, Haydn Thomas, Wan, Fangping, Torres, Marcelo Der Torossian, de la Fuente-Nunez, Cesar, Gardner, Jacob R.

Table des matières: “… 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 par 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

Table des matières: “…. 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 par Jayawardhana, Mayuka, Renbo, Dooley, Samuel, Cherepanova, Valeriia, Wilson, Andrew Gordon, Hutter, Frank, White, Colin, Goldstein, Tom, Goldblum, Micah

Table des matières: “… 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 par Tian, Yuan, Zhou, Wenqi, Viscione, Michele, Dong, Hao, Kammer, David, Fink, Olga

Table des matières: “… 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 par Song, Dongsu, Ko, Daehwa, Jung, Jay Hoon

Table des matières: “… 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 par Puglisi, Lemuel, Alexander, Daniel C., Ravì, Daniele

Table des matières: “…) 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 par Susi, Toma

Table des matières: “… 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 par Chen, Zhongwei, Yang, Zhao-Xu, Rong, Hai-Jun, Li, Guoqi

Table des matières: “…. 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 par da Silva, Ricardo Ferreira, Flörs, Andreas, Leitão, Luís, Marques, José P., Martínez-Pinedo, Gabriel, Sampaio, Jorge M.

Table des matières: “… 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 par Feng, Meng, Parimi, Viraj, Williams, Brian

Table des matières: “… 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 par Fu, Jingru, Zheng, Yuqi, Dey, Neel, Ferreira, Daniel, Moreno, Rodrigo

Table des matières: “… 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 par Guo, Yiran, Chen, Wei, Ai, Bo, Li, Lun

Table des matières: “… an end-to-end joint CSI estimation-feedback-precoding network based on a deep joint source-channel coding…”
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