Precise length control for large language models by Bradley Butcher, Michael O’Keefe, James Titchener

“…Our approach incorporates a secondary length-difference positional encoding (LDPE) into the input embeddings, which counts down to a user-set response termination length. …”
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Point Cloud Completion of Occluded Corn with a 3D Positional Gated Multilayer Perceptron and Prior Shape Encoder by Yuliang Gao, Zhen Li, Tao Liu, Bin Li, Lifeng Zhang

“…In this work, the 3D corn models derived from segmentation are employed to systematically output the fragmented point cloud data in batches. …”
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InfraredStereo3D: Breaking Night Vision Limits with Perspective Projection Positional Encoding and Groundbreaking Infrared Dataset by Yuandong Niu, Limin Liu, Fuyu Huang, Juntao Ma, Chaowen Zheng, Yunfeng Jiang, Ting An, Zhongchen Zhao, Shuangyou Chen

“…In this paper, a stereo matching network combined with transformer and cost volume is constructed. The existing work in the positional encoding of the transformer usually uses a parallel projection model to simplify the calculation. …”
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The effect of positive and negative mood induction on working, autobiographical, and semantic memory in people with maladaptive perfectionism by Fatemeh Ghaedi, Azam Davoodi, Ghasem Naziri, Siamak Samani

“…Results: The results of data analysis showed that positive mood induction can improve working memory scores in people with maladaptive perfectionism. …”
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Graphormer Boosted: Molecular Property Prediction With Enhanced Graph Spatial and Edge Encodings by Sarah A. Fadlallah, Francesc Serratosa, Carme Julia

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A VHDL Code for Offset Pulse Position Modulation Working with Reed Solomon System by Using ModelSim by Ahmed H. Albatoosh, Mohamed Ibrahim Shuja'a, Basman M. Al-Nedawe

“…The results of a simulation of a linear block reed Solomon, for example, with offset pulse position modulation have been presented in this study. …”
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Gene sco1417 encodes a positive regulator of the de novo biosynthesis of pyridoxal 5ʹ-phosphate (vitamin B6) in Streptomyces coelicolor M145 by Olga Tsypik, Roman Makitrynskyy, Elisabeth Gauger, Agnieszka Mitulski, Andreas Bechthold, Klas Flärdh, Wolfgang Wohlleben, Bohdan Ostash

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Connecting scalar amplitudes using the positive tropical Grassmannian by Freddy Cachazo, Bruno Giménez Umbert

“…Abstract The biadjoint scalar partial amplitude, m n I I $$ {m}_n\left(\mathbbm{I},\mathbbm{I}\right) $$ , can be expressed as a single integral over the positive tropical Grassmannian thus producing a Global Schwinger Parameterization. …”
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MODEL AND ALGORITHMS FOR DETERMINING THE LOCATION AND POSITION OF AGRICULTURAL MACHINERY DURING THE MOVEMENT by Andrii Podorozhniak, Oleksii Balenko, Valentyn Sobol

“…The purpose of the work is to develop and research model and algorithms to determine the location and position of mobile agricultural machinery using a physical model. …”
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Few-Shot Semantic Segmentation Network for Distinguishing Positive and Negative Examples by Feng Guo, Dong Zhou

“…In this work, we propose a novel end-to-end model, called GFormer. …”
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The Flexibility of Working Memory in Drawing on Episodic Long-Term Memory Representations in Serial Recall by Ana Rodriguez, Philipp Musfeld, Lea M. Bartsch

“…Specifically, we tested whether WM can make use of pre-learnt item-item associations in a serial recall task, which typically requires the formation of item-positional bindings. We examined whether any benefits arise from accessing full episodic representations or from item activation, and assess whether the observed benefits are best explained by compression accounts during encoding (e.g., chunking, offloading) or by redintegration at test. …”
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An Ensemble of Vision-Language Transformer-Based Captioning Model With Rotatory Positional Embeddings by K. B. Sathyanarayana, Dinesh Naik

“…Our approach achieves an outstanding 97% increase in CIDEr scores on the Flickr30K dataset and a remarkable 28.6% improvement on the Flickr8K dataset, thanks to the innovative implementation of Rotary Positional Encoding (RoPE). By strategically incorporating GCN and BiLSTM layers, our model adeptly captures essential relationships within the data. …”
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Enhancing surgical object detection in laparoscopic cholecystectomy with explicit positional relationship modeling by Yinan Xu, Yutong Ban, Yue Zhao, Dolores Krauss, Christiane Bruns, Jennifer Eckhoff, Hans Fuchs

“…The model employs a positional relation encoder and refines progressive attention mechanism to analyze object relationships. …”
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Application of an Inertial Sensor Unit for Position Estimation and Motion Control of the Lower-Extremity Powered Exoskeleton by G. R. Saypulaev, M. R. Saypulaev, I. V. Merkuryev, B. I. Adamov, R. B. Garcia

“…The possibility of using an inertial measuring unit to estimate angular velocities and accelerations of exoskeleton links was considered. The work objective was to develop laws for the formation of the exoskeleton motion control, which could provide the stability of the program motion and use the measurements of encoders, micromechanical gyroscopes and accelerometers.Materials and Methods. …”
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EBV Acalculous Cholecystitis Secondary to Cystic Duct Node Lymphadenitis With Positive EBER in Situ Hybridization by Madeline Vithya Barnaba Durairaj, Samuel Addo, Rahul Sampath, Kyle David Burnette, Suneel Mohammed

“…We describe a rare case of a 27-year-old woman with acute EBV acalculous cholecystitis and hepatitis secondary to cystic duct node lymphadenitis causing compression. EBV-encoded RNA in situ hybridization stained positive within sinusoids of liver and cystic duct lymphoid tissue but negative in gallbladder tissue. …”
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Leveraging place field repetition to understand positional versus nonpositional inputs to hippocampal field CA1 by William Hockeimer, Ruo-Yah Lai, Maanasa Natrajan, William Snider, James J Knierim

“…Here, we leverage the phenomenon of ‘place field repetition’ to better understand the functional dissociation between positional and nonpositional information encoded in CA1. …”
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PAMFPN: Position-Aware Multi-Kernel Feature Pyramid Network with Adaptive Sparse Attention for Robust Object Detection in Remote Sensing Imagery by Xiaofei Yang, Suihua Xue, Lin Li, Sihuan Li, Yudong Fang, Xiaofeng Zhang, Xiaohui Huang

“…Firstly, we design a position-interactive context module (PICM) that incorporates distance-aware sparse attention and dynamic positional encoding. …”
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Generation of cynomolgus monkey capsid-specific positive control cells for IFNγ ELISpot assays for adeno-associated gene therapy applications by Sandra Casinghino, Karrie Tartaro, Jessica Anderson, Ravindra C. Kodihalli, Sophia G. Lee, Jessie Qian, Patricia A. Schneider, Richard Virgen-Slane, Laurence O. Whiteley, Thomas A. Lanz

“…Identifying robust biomarkers and mechanisms of CMI can aid clinical practice and advancement of AAV gene therapies. The present work evaluated peripheral blood mononuclear cells (PBMC) from non-human primates (NHP) before and after immunization with adenovirus 5 encoding AAV9 capsid antigen. …”
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P-BERT: Toward Long Sequence Modeling by Enabling Language Representation With Prefix Sequence Compression, Soft Position Embedding, and Data Augmentation for Patent Relevance Asse... by Fei Wang, Xingchen Shi, Dongsheng Wang, Yinxia Lou

“…Recent works have increasingly adopted pre-trained language models, such as BERT, to model technical semantics for patent relevance assessment. …”
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Critical Issues of Alignment Procedures for a Novel Single-Stage Current Source Inverter With Discharge Path by Dario Benatti, Giovanni Migliazza, Emilio Carfagna, Fabio Immovilli, Emilio Lorenzani

“…An alignment procedure for electric drives that employ an incremental encoder for position sensing is designed for this power converter, using a rotor position alignment on one of the active vectors with a predefined startup procedure without the use of any signal injection. …”
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