Search Results - coding (algorithmics OR (algorithm OR (algorithmssicsic OR Algorithmsssic)))

Unveiling Concept Attribution in Diffusion Models by Nguyen, Quang H., Phan, Hoang, Doan, Khoa D.

Table of Contents: “… introduce two fast, inference-time model editing algorithms, CAD-Erase and CAD-Amplify; in particular, CAD…”
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DEYOLO: Dual-Feature-Enhancement YOLO for Cross-Modality Object Detection by Chen, Yishuo, Wang, Boran, Guo, Xinyu, Zhu, Wenbin, He, Jiasheng, Liu, Xiaobin, Yuan, Jing

Table of Contents: “… algorithms by a clear margin. Our code is available at https://github.com/chips96/DEYOLO. …”
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DRL4AOI: A DRL Framework for Semantic-aware AOI Segmentation in Location-Based Services by Lin, Youfang, Fu, Jinji, Wen, Haomin, Wang, Jiyuan, Wei, Zhenjie, Qiang, Yuting, Mao, Xiaowei, Wu, Lixia, Hu, Haoyuan, Liang, Yuxuan, Wan, Huaiyu

Table of Contents: “…. Traditional AOI segmentation algorithms primarily rely on road networks to partition urban areas. While…”
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Advancing Attribution-Based Neural Network Explainability through Relative Absolute Magnitude Layer-Wise Relevance Propagation and Multi-Component Evaluation by Vukadin, Davor, Afrić, Petar, Šilić, Marin, Delač, Goran

Table of Contents: “…, researchers proposed many algorithms to aid neural network understanding and provide additional information…”
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ZoRI: Towards Discriminative Zero-Shot Remote Sensing Instance Segmentation by Huang, Shiqi, He, Shuting, Wen, Bihan

Table of Contents: “…Instance segmentation algorithms in remote sensing are typically based on conventional methods…”
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Using matrix-product states for time-series machine learning by Moore, Joshua B., Stackhouse, Hugo P., Fulcher, Ben D., Mahmoodian, Sahand

Table of Contents: “… an MPS-based algorithm, MPSTime, for learning a joint probability distribution underlying an observed…”
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LABIIUM: AI-Enhanced Zero-configuration Measurement Automation System by Olowe, Emmanuel A., Chitnis, Danial

Table of Contents: “… 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 by Nadiri, Amirhossein, Li, Jing, Faraji, Ali, Abuoda, Ghadeer, Papagelis, Manos

Table of Contents: “… 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 by Hu, Teng, Zhang, Jiangning, Yi, Ran, Weng, Jieyu, Wang, Yabiao, Zeng, Xianfang, Xue, Zhucun, Ma, Lizhuang

Table of Contents: “…-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 by Zarebavani, Behrooz, Kaufman, Danny M., Levin, David I. W., Dehnavi, Maryam Mehri

Table of Contents: “… 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 by Zhang, Xiang, Fu, Chenchen, Cui, Yufei, Yi, Lan, Sun, Yuyang, Wu, Weiwei, Liu, Xue

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

Table of Contents: “… 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 by Mugnai, Lorenzo V., Bocchieri, Andrea, Pascale, Enzo, Lorenzani, Andrea, Papageorgiou, Andreas

Table of Contents: “… 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 by Liu, Haoxiong, Sun, Jiacheng, Li, Zhenguo, Yao, Andrew C

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

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

Table of Contents: “… 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 by Tian, Yuan, Zhou, Wenqi, Viscione, Michele, Dong, Hao, Kammer, David, Fink, Olga

Table of Contents: “… 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 by Song, Dongsu, Ko, Daehwa, Jung, Jay Hoon

Table of Contents: “… 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 by Puglisi, Lemuel, Alexander, Daniel C., Ravì, Daniele

Table of Contents: “…) algorithm, which (a) enforces spatiotemporal consistency in the predicted progression at inference time…”
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