Title: Conformal prediction for text infilling and part-of …
Modern machine learning algorithms are capable of providing remarkably accurate point-predictions; however, questions remain about their statistical reliability. Unlike conventional machine learning methods, conformal prediction algorithms return confidence sets (i.e., set-valued predictions) that correspond to a given significance level. Moreover, these confidence sets are …
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CopyCAT: Masking Strategy Conscious Augmented Text for Machine …
Text-infilling language models can predict appropriate text to infill the mask tokens in the input prompt. While generating, text-infilling language models can apply different masking strategies, which may lead to the generated article having different characteristics. ... If the synthetic machine data is generated by an arbitrary masking ...
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Gap infilling of daily streamflow data using a machine …
Most recently, machine learning-based methods have been increasingly used in infilling missing data for hydrological series such as k-nearest neighbors (KNN), random forest (RF), streamflow hydrology estimate using machine learning (SHEM), multiple imputations by chained equations (MICE), extreme gradient boosting (XGB), and artificial neural ...
[2404.17546] Probabilistic Inference in Language Models via …
Numerous capability and safety techniques of Large Language Models (LLMs), including RLHF, automated red-teaming, prompt engineering, and infilling, can be cast as sampling from an unnormalized target distribution defined by a given reward or potential function over the full sequence. In this work, we leverage the rich toolkit of Sequential Monte Carlo …
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Video Infilling with Rich Motion Prior
The 34 th British Machine Vision Conference. PDF Poster Video Supplementary. Abstract ... The infilling interval is usually large, and thus the intermediate contents to be filled experience significant and non-uniform changes in motion. To handle this challenging task, it is required for the model to learn robust motion dynamics to synthesize ...
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Enabling Language Models to Fill in the Blanks
We build upon an existing infilling machine learning solution [19] to perform the ECG task to demonstrate its viability as a new NLP task in the domain of ECA. ...
Enabling Language Models to Fill in the Blanks
3 code implementations in PyTorch. We present a simple approach for text infilling, the task of predicting missing spans of text at any position in a document. While infilling could enable rich functionality especially for writing assistance tools, more attention has been devoted to language modeling---a special case of infilling where text is predicted at the end of a document.
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The Origins of Filling Technology – Part II
In the first part of this article, we explored the early developments in filling technology, from manual methods to the initial automated machines such as gravity-fed, vacuum, piston, volumetric, and net weight-filling machines.These advancements set the stage for significant innovations in the 20th century. In this second part, we will examine how filling …
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MAVIN: Multi-Action Video Generation with Diffusion …
infilling task. Firstly, a consecutive noising strategy coupled with variable-length sampling is employed to handle large infilling gaps and varied generation lengths. Secondly, boundary frame guidance (BFG) is proposed to address the lack of se-mantic guidance during transition generation. Lastly, a Gaussian filter mixer (GFM)
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Artificial lawn Sand and Rubble Granules Infilling machine …
Artificial lawn Sand and Rubble Granules Infilling machine Driving type sand filling and combing all-in-one machine. No reviews yet. Guangzhou Carlson Machinery Co., Ltd. 3 yrs CN . Previous slide Next slide. Previous slide Next slide. Key attributes. Industry-specific attributes. brand name
Sand/Rubber Automatic Infill Machine for …
This infilling machine is powered by Kohler gasoline engine, 25HP, use mechanical and hydraulic transmission. Sand filling, combing, brush lifting… The working time is 1~16 meters/min, working width is 1.4 meters. The speed of …
