Slide_Image_Retrieval_Annotations/train.csv

image_name,summary
0694,A slide with a title about MVN as a model of a biological neuron and an Intermediate Maximal Inhibition State diagram.
0629,"A slide on a complex-valued neuron and XOR problem with a diagram and text, no figure or footer. "
1042,"A slide with an interim report for 2012, discussing revenue and net results increase, with a footer element and enumeration."
0588,"A slide introducing Support Vector Machine with historical context and development details, including title and enumeration. "
0344,"A slide on converting grammar to network using HParse, with a diagram, no figure, from course material."
0338,"A slide on HMM decoding with a title, enumeration, and diagram, discussing state sequence likelihood, without footer. "
0354,"A slide on context-dependent acoustic models and triphones with examples like stow, b-ltaa, adapted from an unidentified source."
0349,"A slide titled ""Training (HERest)"" with an enumeration of steps for training using HERest, including concatenation and the Baum-Welch Algorithm."
0322,"A slide outlining Speech Recognition topics like Feature Extraction and HMM, with an enumeration and title, but no figure or footer."
0110,"A slide with a title and an enumeration on choosing an appropriate option related to data and pre-train models, no figures or footer."
0651,"A slide highlighting the higher functionality of MVN with a multi-valued activation function, using enumeration and a chart, without any figures or footer."
0099,"A slide titled ""seq2segq Pretraining and Beyond"" with a diagram, no figure or footer."
0660,"A slide featuring Hebbian Learning for MVN with a diagram and title, no other elements mentioned. "
0574,"A slide with a diagram and footer element, lacking specific content details."
0725,"A slide with a title and enumeration detailing an interim report with a chart on SG&A, discussing cost absorption and revenue, no figure. "
0622,"A slide titled ""Wine"" with an enumeration on dataset imbalance and cross-validation, part of a presentation without any figures."
1002,"A slide titled ""Methods"" with an enumeration describing a similarity function, a diagram, and no footer or figure."
0749,"A slide on predictor performance metrics with enumeration on prediction errors and outcomes, no figures."
0324,"A slide discussing speech recognition challenges with contextual effects, speaker variability, and environment variability, with a chart and code."
0638,"A slide on multiple-valued logic with enumeration and title, no figure or footer, referencing Jan Lukasiewicz, source unknown."
0579,"A slide with enumeration and title ""How we classify"" and footer element, possibly a chart, without code. "
0134,"A slide with a title ""Example 1"" and an enumeration discussing comparison operations, problem size, and running time. "
0759,"A slide with a title and enumeration, no figure or footer detected. "
1005,"A slide on recommender systems ranking, detailing Recall@20 and MRR@20, with a title, enumeration, and code snippet."
0005,"A slide detailing context features in natural language processing, with various examples and relationships, presented in an enumeration."
0323,"A slide with a diagram and enumeration, lacking a figure and footer, possibly related to biological topics."
0649,"A slide on Multi-Valued Neuron with text, diagram, and title, focusing on A-valued logic and threshold functions."
0684,"A slide on the importance of complex-valued neurons with an enumeration, no figure, and no footer."
0088,"A slide on MASS model with Transformer-based Encoder-decoder, adapted from Song et al., featuring a WehText diagram and enumeration. "
0149,"A slide discussing the use of worst-case analysis in real-time applications, highlighting predictability and limitations, without figures or footer."
0677,"A slide on starting weights for learning algorithms with enumeration and title, no figure, from an unidentified source."
0753,"A slide discussing generalization in predictors, emphasizing unseen data performance, with a diagram, and no footer."
0639,"A slide on multiple-valued logic with enumeration and title, no figure or footer elements present."
1059,"A slide with a title on cement, discussing proposal activity, potential projects, and revenue and order intake charts."
0127,"A slide titled ""MILMVN: Hard Margins Learning"" with an enumeration on hard margins, classification rate, and overfitting, including a diagram. "
0112,"A slide with a title discussing model suitability and economy, with an enumeration of considerations and a data or model parallel diagram."
0613,"A slide with simulation results from University of California Irvine, no figure, and text and title elements present."
0117,"A slide titled ""Open Questions"" discussing data-related topics like contamination, privacy, and pre-training models like PEGASUS and RefBERT."
0002,A slide on acerola highlighting its vitamin C content and culinary uses in sub-tropical regions with enumeration. 
0090,"A slide featuring a diagram, enumeration, and title about MBAR and Transformer-based Denoising auto-encoder model."
0355,"A slide on Tie Triphone (HDMan) clustering using decision trees, tying states in the same leaf, with a nasal and glide diagram."
0523,"A slide with Aiitaqamated Content Extractor title, no figure, and footer element, no references."
0681,"A slide on real-valued mappings to MVN format with an enumeration, adapted from nature-sounding title Real-Valued Input/Output Mappings and MVN. "
0656,"A slide presenting the Hebbian Learning Rule for MVN, explaining weight calculations and dot products, with a title and enumeration."
0747,"A slide with Sanjay Lall and Stephen Boyd mentioned in text and title, no figures or footers."
0156,"A slide with a title ""Big-Oh Examples"" and an asta chart, no footer, discussing Big-Oh notation examples."
1057,"A slide with a chart, enumeration, text, and title, identified as an interim report from 2012."
0620,"A slide showing classification results for a sample using MLMVN-SM, highlighting correct classification and differences from regular MLMVN and SVM. "
0668,"A slide on Hebbian Learning limitations with enumeration, no figure or footer mentioned."
1041,"A slide with forward-looking statements, financial data, and enumeration, with a footer element, no figure, and no chart."
0116,"A slide with open questions on pre-training, data contamination, privacy, and downstream tasks, with a chart and enumeration."
0738,"A slide with a title and code snippet asking about compiler allowance, with an enumeration and footer element. "
0624,"A slide with an enumeration and title, no figure or footer element. "
0132,"A slide titled ""Comparing Algorithms: an Empi"" with an enumeration on implementing and timing algorithms, no figures or footer."
0092,"A slide comparing Seq2seq and masked LM for non-generation tasks, with a title and enumeration, no figure or footer. "
0348,"A slide detailing Monophone HMM Topology with 5 states, Flat Start, and initialized Mean and Variance. "
1003,"A slide with a title, diagram, and enumeration explaining Methods like BPTT for training, from a session on local encoder. "
0337,"A slide discussing HMM evaluation with a chart and enumeration, focusing on likelihood computation, from a presentation without a footer. "
0996,"A slide on customer intent in e-commerce with an enumeration of strategies for success, emphasizing customer satisfaction and business competition."
0605,"A slide discussing reliability in learning with a title, enumeration, and diagram, emphasizing moving samples away from sector borders."
0727,"A slide on the importance of Java Collections Framework, highlighting the creation of data structures and built-in interfaces like Collection and Iterator."
1043,"A slide with a diagram, title, text, and footer element, part of an interim report in 2012."
0155,"A slide with a title and enumeration, possibly related to validation or performance metrics, without any figures or footers."
0722,"A slide on Abstract Data Types (ADTs) with examples like Stack at NIST DADS, emphasizing descriptions without implementation details. "
0741,"A slide on making Array List Generic with enumeration and code, no figure, and identifier information about data type variables."
0331,"A slide with an enumeration, lacking a title, focusing on a specific topic or concept. "
0118,"A slide titled ""Open Questions"" discussing data contamination, privacy, and pre-training methods, without any figures or footer."
0765,"A slide with a title ""Example: Polynomial fit"" and enumeration discussing data points, predictors, and degrees with a chart, adapted from an unidentified source."
0724,"A slide on data structure concepts with an enumeration of different types of structures optimized for operations, references to nist.gov and wikipedia."
0339,"A slide with Viterbi Algorithm title and OCR elements like text and diagram, without footer. "
0597,"A slide on Nonlinear Kernel (11) with a title and diagram, from an unidentified source."
0109,"A slide presenting a unified view on pre-trained models with no additional details, possibly from a technical perspective. "
0129,"A slide discussing time complexity in algorithms with a title and enumeration, no figure or footer. "
0602,"A slide with a title on Non-reliable learning results, a diagram, and an enumeration, without any figure. "
0619,"A slide with a title on Classification Result, featuring an enumeration and a chart, without any figures. "
0683,"A slide on the importance of complex-valued neurons for signal analysis and pattern recognition, with an enumeration, taken from an unidentified source."
1051,"An interim report slide detailing debt, equity ratio, and dividend payment with a quarterly equity chart and footer element."
0578,"A slide on classification with enumeration and chart, titled ""ers"", without a figure, and footer element."
0616,"A slide with a diagram, title, footer element, and enumeration discussing learning results for a sample. "
0004,"A slide with OCR body elements explaining the importance of representing words as vectors with an enumeration, no figure or footer."
0539,"A slide with a title and enumeration, possibly with a footer element, but no figures included. "
0645,"A slide discussing discrete k-valued activation functions with a diagram and title, no figure or footer. "
0682,A slide on translating real-valued mappings to MVN format with enumeration and title. 
0644,"A slide on multiple-valued logic with enumeration and title, discussing normalization and encoding, no references."
0145,"A slide illustrating Growth-Rate Functions with O(n^2) complexity, featuring code and title elements."
0003,"A slide with title and enumeration discussing semantic relationships between words, inspired by U.R. Firth, 1957. "
0096,"A slide on different language models and objectives with an enumeration, adapted from Raffel et al. with logical elements of title and enumeration. "
0627,"A slide featuring Complex-Valued Neurons with a title and an enumeration, no figures or footer. "
0140,"A slide with text and code elements, lacking a title or figure, from an unidentified source."
0665,"A slide on Hebbian Learning with an enumeration and title, no figure or footer present. "
0358,"A summary slide on MFCC Features and ASR building steps using HTK, with enumeration and a diagram, no figure or footer."
0101,"A slide about GPT3 model with details on its objective, data sources like Common Crawl, WebText, and Wikipedia, without footer or figure. "
0675,"A slide with a title discussing the role of a factor in the Learning Rule, no other elements present. "
0128,"A slide on critical resources with an enumeration discussing running time and space analysis, lacking figures or footer."
0356,"A slide with an enumeration and title, focusing on a specific topic without any figures or footers."
0125,"A slide listing famous algorithms like Fast Fourier Transform, DES encryption, and TCP congestion control, with enumeration. "
0530,"A slide discussing Hearct's Patterns for IS-A relations, with a title and footer element, no figures mentioned, source unidentified."
0628,"A slide discussing learning XOR and Parity functions with complex-valued neurons, challenging traditional neural network beliefs. "
0359,"A slide with a title ""Thanks!"" and no other elements, no figure or footer. "
0137,"A slide with title ""The Execution Time of Algorithms"" describing costs and operations with code and enumeration elements. "
0353,"A slide on retraining with enumeration and title, utilizing the Baum-Welch algorithm, no figure or footer elements."
1047,"A slide with an enumeration, footer element, text, title, and chart, from an interim report in 2012."
0742,"A slide with OCR text about updating instant messaging service by America Online, containing a title and footer element."
1000,"A slide titled ""Methods"" focusing on capturing the main purpose of the session using item-level attention mechanism and weighted factors, with a diagram, without figures or footer."
0582,"A slide on Classifier Margin with text defining the margin of a linear classifier, including a chart and enumeration, no figure. "
0731,"A slide on ArrayLists with a class diagram, part of ""CS 307 Fundamentals"" with no figure."
0608,"A slide with a title and footer, featuring an enumeration and a diagram, without any figures."
0606,"A slide with an enumeration on OCR elements, focusing on body elements and logical elements, without figures or footers."
0126,"A slide on computational complexity theory with an enumeration, focusing on problem-solving resources, no figure or footer."
0658,"A slide on Hebbian Learning Rule for MVN with an enumeration explaining weight calculation, adapted from course materials."
0141,"A slide detailing General Rules for Estimation with enumeration, title, and no figure or footer, explaining loops and nested loops."
0524,"A slide titled ""CE Relations Examples"" with examples like PER-GPE and ORG-ORG relationships, without any figures."
0346,"A slide titled ""Words to Phones (using HLEd)"" with code, title, and enumeration elements, utilizing HTK scripting language for phonetic transcription."
0350,"A slide with a title ""Training"" and enumeration discussing monophone models and short pause training, with no figure or footer. "
0674,"A slide on error-correction learning rule for MVN with complex-valued inputs, no figure, from nature-sounding course material."
0610,"A slide with an enumeration and title, lacking a figure, possibly discussing a topic related to the content of the list."
0618,"A slide titled ""Closer look at the class 5 learning result with MI MAVN-SM4"" showing learning samples within an O-interval around the bisector."
0084,"A slide titled ""Remember: Maskea Language Model"" with BERT, PORERTS, and encoder-only pre-trained model information, including a diagram. "
0520,"A slide with a title on Outline, a diagram on Relation Extraction, Coreference Resolution, Entity Linking, and Question Answering, without any additional identifiers."
0726,"A slide on modern programming languages' data structures like Java collections, C++ STL, Python lists, and Lisp lists from course CS 307. "
0521,"A slide without a figure discussing the Collections Framework in Java Standard Library, focusing on creating data structures and existing Java structures. "
0135,"A slide with title ""Example 2"" and code snippet, explaining constant running time with enumeration. "
0728,"A slide on generic collections with type safety, no figure, and footer, part of course CS 307 Fundamentals."
0540,"A slide with a footer element, title, and enumeration, lacking any figures, possibly containing important information."
0768,"A slide on Crocs validator with an enumeration on data division and model evaluation, no figure, from course OCR. "
0646,"A slide without a figure or footer, focusing on an unidentified topic with a diagram and title."
0115,"A slide titled ""Open Questions"" addressing data contamination, data privacy, and pre-training data recovery, without figures or footer."
0543,"A slide on Distant Supervision with a combination of bootstrapping and supervised learning, illustrated with a chart and code."
0732,"A slide with code, title, and enumeration, referencing an array-based list and course CS 307 Fundamentals."
0611,"A slide on MLMVN with modified correcting criterion, explaining the index of output layer and weighted sum, with title and enumeration elements."
0531,"A slide with a title, enumeration, and footer element discussing extracting richer relations using entities like PERSON, POSITION, and ORG."
0686,"A slide on Image Recognition Features Selection, emphasizing Fourier Phase Spectrum as objective features and Power Spectrum for global signal properties."
0764,"A slide with OCR elements showing an enumeration with a title, no figure, and no footer."
0576,"A slide with a title and enumeration discussing options for using predictors trained on different data subsets, using k-NN as an example. "
0693,"A slide discussing MVN as a model of a biological neuron with a diagram and chart, lacking a footer. "
0098,"A slide with a title, diagram, and enumeration elements, lacking any specific content, and no additional information provided. "
0334,"A slide with an HMM example, including a chart, title, and diagram, but no footer."
0142,A slide with an enumeration and title related to OCR body elements. 
0095,"A slide titled ""(Raffel et al.)"" with an enumeration of different models and objectives explored, along with data sources used."
0662,"A slide on Hebbian Learning for MVN with a diagram, title, no figure, and no footer."
0598,"A slide on Multi-Class Classification with SVM explanation, no figure, and a title with footer element."
0654,A slide with a title and chart describing MVN activation function and sectors formed by edges. 
0102,"A slide on GPT3 with an enumeration discussing the left-to-right language model for NLP tasks, no figure or footer. "
1001,"A slide on methods with global and local encoders, using enumeration and a title, without any figures. "
1004,"A slide with enumeration on filtering and generating sequences from YOOCHOOSE and DIGINETICA datasets, emphasizing performance improvement with a recent fraction of YOOCHOOSE. "
0695,"A slide with a diagram and title, no additional information provided. "
0347,"A slide titled ""Extracting MFCC (using HCopy)"" with enumeration and a chart, no figure or footer. "
0093,"A slide featuring an encoder and decoder in a Transformer using self-attention mechanisms, with a left-to-right self-attention diagram."
0091,"A slide with a title, enumeration, and chart elements, no figure or footer, discussing OCR and body elements. "
0757,"A slide titled Out-of-sample validation, explaining the method with an enumeration, emphasizing data division for training and testing. "
0673,"A slide on Error-Correction Learning Rule for Continuous MVN with a diagram and text elements, no figure or footer. "
0998,"A slide with OCR body elements focusing on representing words as vectors with an enumeration and diagram, no figure or footer. "
0150,A slide on analyzing algorithms for average-case performance without figures or footers. 
0601,"A slide on MILMVN with enumeration and title, discussing learning results, without any figures. "
0122,"A slide on Data Structures with a title and text explaining algorithms, no figure or footer. "
0094,"A slide on UNILM model with prefixed-LM, left-to-right LM, Masked LM types and shared parameters, sourced from English Wikipedia and BookCorpus."
0581,"A slide with a title on linear Clacci, featuring an enumeration and no figure, focusing on different denotations. "
0108,"A slide with a diagram and no title or figure, possibly related to a chart or code. "
0999,"A slide on Methods with enumeration comparing GRU and LSTM units for recommendation tasks, featuring a diagram, without a footer."
0006,"A slide with an enumeration of test drive experiences for Honda, Volkswagen, and Jeep without a title or figure."
0650,"A slide detailing main properties of MVN with complex-valued weights and higher functionality than traditional neurons, no figures."
0107,"A slide presenting a unified view for pre-trained models, with a title but no figures or footer, source unknown."
0325,"A slide with a title ""Outline"" containing an enumeration on Speech Recognition and Hidden Markov Models, referencing HTK, and ASR building steps."
0685,"A slide emphasizing the importance of Phase vs. Magnitude based on Oppenheim and Lim's paper, highlighting the significance of phase in signals."
0680,"A slide featuring an example with enumeration, diagram, and title elements, possibly related to a learning process convergence. "
1049,"An interim report slide with adverse effects on CPFO and CFFI, including charts, and footer elements."
0342,"A slide on Hidden Markov Model Toolkit (HTK) for building HMMs, designed for ASR systems, with tools like MFC features extraction. "
0332,"A slide featuring a title and enumeration, with a diagram, discussing Markov Ch. "
0326,"A slide titled ""Feature Extraction"" discussing wave form and spectrogram representation for speech signals, without any figures or footer."
1060,"A slide with OCR elements and a title discussing interim report in 2012, containing a chart, text, and enumeration."
0518,"A slide with upcoming deadlines and instructions, an enumeration, title, and footer element, no figure."
0131,"A slide discussing factors affecting efficiency with text and enumeration, focusing on algorithm analysis, no figure or footer. "
0755,"An example slide on predicting vehicle miles traveled using a straight-line predictor, with a chart and title, no figures or footers."
0626,"A slide on limitations of sigmoidal neurons with title and enumeration, no figure or footer. "
0519,"A slide on relation extraction, coreference resolution, and entity linking with a diagram, from course OCR. "
0659,"An example slide of MVN with 4-valued discrete activation function, featuring a chart and title."
0154,A slide with title and enumeration elements related to OCR body elements. 
0343,"A slide with a title and enumeration, no figures or footer, detailing steps for building ASR with voice-operated interface."
0607,"A slide on Soft Margins Learning with enumeration and diagram, discussing weighted sums and angular RMSE. "
0667,A slide with a title questioning the effectiveness of the Hebbian learning rule with an enumeration and a diagram.
0529,"A slide titled ""Rijlec for IS-A Relation"" discussing Gelidium substance preparation, with early intuition reference and footer element."
0124,"A slide on computational complexity theory with an enumeration explaining the theory of computation and resources needed, without figures or footer."
0086,"A slide on seq2seq pretraining with a diagram, no additional identifiers mentioned. "
0997,"A slide titled ""Related Work"" with an enumeration of recommender methods like K-nearest neighbor and neural networks, focusing on collaborative filtering, without figures or footer."
0687,
0661,"A slide titled ""Hebbian Learning for MVN"" with a diagram and no figure or footer."
0152,"A slide with a title explaining Asymptotic Notations using enumeration, adapted from a course with no figures or footer. "
0690,"A slide discussing the proper treatment of phase information using enumeration and a chart, without any figures or footer."
0121,"An overview slide introducing algorithm analysis with enumeration, no figure or footer. "
0746,"A slide on generic types and subclasses, demonstrating ListS storing ClosedShapes and descendants, with code and enumeration."
0008,A slide with a title and enumeration elements identified through OCR. 
0643,"A slide on k-valued logic over complex numbers with roots of unity, featuring a title, text, and no figures. "
0670,"A slide on Error-Correction Learning Rules for Discrete MVN with elements like title, text, and enumeration, but no figure or footer."
0351,"A slide with a title and elements like text, enumeration, and diagram, focusing on pronunciation handling in HVite."
0136,"An example slide with code, title, and enumeration discussing running time and basic operations."
0097,"A slide comparing Seq2seq and Prefixed LM architectures, highlighting differences in parameters for encoder and decoder."
0160,A slide explaining Big Omega as the lower bound of a function with enumeration and no figures.
1045,A slide on order intake distribution in O1 2012 with a chart and title OCR elements. 
0647,"A slide on Discrete-Valued Activation Function with a chart and title, no figure or footer. "
0151,"A slide featuring Asymptotic Analysis with Big-Oh, Big Omega, Big Theta under a title, no figures or footers."
0604,"A slide titled ""MILMVN: Reliable learning results"" with enumeration and diagram, discussing weighted sum for correct classification. "
0655,"A slide discussing Hebbian Learning Rule for MVN with enumeration and title, no figure or footer included. "
0089,"A slide titled BART discussing a Transformer-based model for sentence reconstruction with a diagram and enumeration, but no figure or footer."
0147,"A slide on best/worst/average case scenarios with a chart and enumeration, no figure or footer present. "
0653,"A slide with a title and enumeration describing how MVN divides n-dimensional space into subspaces using k-edge, without any figure or footer."
0615,"A slide on learning results with samples distributed across sectors and a sector border, without figures. "
0600,"A slide on Soft Margins in MLMVN with an enumeration referencing Aizenberg's work, from course OCR."
0596,"A slide on Nonlinear Kernel with an example of SVM with Polynomial of Degree 2, including a title, text, and diagram, without any figures."
0614,"A slide on glass identification with 6 classes and 214 data instances, using leave-one-out cross-validation, no figure. "
0763,"A slide with an enumeration on analyzing algorithms, discussing time and space complexity, and technology limitations. "
0525,"A slide with a title, enumeration, and diagram elements but no figure, from an unidentified source."
0603,"A slide titled MLMVN: Reliable learning results with an enumeration on learning process, and a diagram, without figures."
0336,"A slide with enumeration and a title, no other elements mentioned."
0341,"A slide with a title and enumeration, lacking any other identifier information."
0760,A slide with an enumeration but no title or figure mentioned.
0633,"A slide titled ""Multi-Class Classification Problems"" with a diagram, chart, and enumeration discussing multi-class classification."
0634,"A slide titled ""Multi-Class and Multi-Cluster Classification Problems"" with enumeration questioning the necessity of using networks or SVM for non-linearly separable classes, with a diagram. "
0007,A slide discussing the importance of frequency and PMI in text analysis without figures or footers. 
0630,"A slide discussing the XOR problem solution using activation functions, complex weights, and sectors division, with a title and chart. "
0545,"A slide on the Distant Supervision Paradigm with an enumeration of features and benefits, not sensitive to genre issues, from an unidentified source."
0130,"A slide on the importance of phase with text and enumeration, emphasizing information about edges, shapes, and orientation, no specific references. "
0153,A slide with a chart and enumeration discussing OCR body elements related to SVM projection and kernel function. 
0663,"A slide focusing on Hebbian Learning for MVN with a title and diagram, no figure or footer visible."
0340,"A slide on HMM training with enumeration and title, focusing on model parameter estimation without footer. "
0730,"A slide with a title and enumeration, explaining the features of ArrayList implementation, adapted from course CS 307."
0640,"A slide titled ""Multiple-Valued Logic"" discussing color representation using multiple values, with enumeration, and no footer or figure."
0770,"A slide with enumeration and a chart, lacking a title, focusing on OCR body elements. "
0533,"A slide with OCR body elements discussing methods for session-based recommendation tasks with an enumeration and diagram, no figure. "
0669,"A slide on MVN Error-Correction Learning with a title, enumeration, and diagram, no figure or footer. "
0587,"A slide titled ""Maximize Margin"" with enumeration and footer element, discussing quadratic optimization, from an unidentified source."
0676,"A slide on the convergence of learning algorithms with an enumeration, discussing MVN learning and its properties."
0087,"A slide on Preseq2seq model by Ramachandran et al., detailing RNN-based Encoder-decoder with language model objective, and task-specific data, with a diagram."
0106,A slide with OCR body elements focusing on text.
0671,"A slide with a title on Continuous-Valued Activation Function and a diagram, lacking a footer, from an unidentified source."
0541,"A slide on ""Dipre: Extract <author,book> pairs"" with an enumeration on finding instances on the web and extracting patterns, no figures."
0632,"A slide on importance of multi-valued mappings for pattern recognition and classification, with enumeration, no figure, and no footer."
0691,"A slide on MVN as a model of a biological neuron with text and enumeration, no figure, from course on neural networks. "
0333,"A slide on HMM with a Markov Chain diagram and Transition Matrix details, lacking a figure or footer."
0330,"A slide detailing feature extraction with 39 features, including Delta MFCC and Delta-Delta MFCC, with an Inverted MFCCs chart. "
1008,"A slide with a title ""Conclusion"" and an enumeration discussing the challenges for RNN models and NARM architecture's performance on long sequences."
0113,"A slide on practical tricks with an enumeration discussing data pre-processing and fine-tuning methods, referencing specific methods like Gradual Unfreezing and P-tuning."
0751,"A slide comparing predictors using performance metrics, emphasizing thoughtful metric selection, no figures or footer."
0733,"A slide on OCR fundamentals with title and enumeration, identified as CS 307, no figure. "
0144,"A slide on Growth-Rate Functions with an example of O(n) complexity, featuring a title, enumeration, and no code, without any figures. "
0538,"A slide on bootstrapping with title and enumeration, no figure, identified by footer element."
0328,"A slide with a title and chart discussing Mel Scale and human hearing sensitivity, no footer or figure. "
0772,"A slide discussing model evaluation and data splitting, with an enumeration and title, no figure or footer. "
0133,"A slide with code elements and no figure or footer, suitable for retrieval based on visual cues. "
0114,"A slide with a title and enumeration addressing Open Questions on Data Contamination and test sample pre-training, without any figures."
1050,"An interim report slide discussing a 19% increase in working capital, strategic initiatives, and inventory reasons, with a working capital chart."
0352,"A slide with an enumeration and text, lacking a footer and figure, from an unidentified source."
0146,"A slide on sequential search with best, worst, and average cases for finding K in an array, no figure, from an unidentified source."
0360,A slide on HMM training with a Pronunciation Dictionary diagram and title OCR elements.
0585,"A slide with a footer, chart, title, and enumeration elements. "
0773,"A slide with a title and enumeration explaining the final predictor selection process, either using the trained predictor or re-training on the original dataset, common practices in data analysis."
0591,"A slide titled ""Harder 1-dimensional dataset"" with nonlinear transformation explanation and a chart, suitable for nature-sounding queries."
1054,"A slide on Bulk Materials Division with title and text, no figure, from an interim report in 2012."
0758,A slide on out-of-sample validation with an enumeration discussing the importance of test performance over training performance.
0595,"A slide with OCR elements like title, enumeration, and footer, but no figure. "
0740,"A slide on generic types in Java, explaining parameterized data types and generic types compared to traditional parameters, no figure. "
0692,"A slide discussing MVN as a model of a biological neuron, focusing on state determination and amplitude with a phase diagram. "
0589,"A slide on non-linearly separable problems with enumeration and chart, no figure mentioned."
0679,"An example slide with a starting weighting vector and input/output mapping using MVN, no chart. "
0612,"A slide on MILMVN-SM learning algorithm with an enumeration explaining error-correction learning rule and convergence criteria, including network RMSE and angular RMGE."
0678,"An example slide on MVN with a 4-valued discrete activation function, featuring a chart and title, no figure or footer."
0754,"A slide on predictor generalization with in-sample and out-of-sample data, no figure or footer, from course CS 307. "
0119,"A slide with a chart and enumeration discussing core operations in data structures, no figure, from course CS 307 Fundamentals. "
0609,"A slide with enumeration and title elements, no figures, discussing OCR body elements. "
0148,"A slide on choosing analysis methods with an enumeration on the best case scenario, highlighting its limitations. "
1040,"An interim report slide for O1 2012 with text and title, including footer element, for easy retrieval."
1055,"A slide with a title and enumeration discussing increasing revenue and potential projects, accompanied by a chart and code."
0652,"A slide on Separation of n-dimensional space by discrete MVN, explaining k-valued activation function and division into convex subspaces, no figure or footer."
0636,A slide discussing the use of multiple-valued logic in neural networks with a diagram and title. 
0345,"A slide with a title about the system and a diagram, without a figure or footer. "
0635,"A slide on Multi-Valued Mappings and Multiple-Values using enumeration and title, no figure or footer present. "
0729,"A slide with OCR elements related to CS 307 Fundamentals, containing code, title, text, and footer elements."
0327,"A slide on Feature Extraction with a chart and enumeration, no figure or footer, focusing on extracting features from short frames."
1062,"A slide with a title ""Future Outlook"" indicating a forward-looking perspective without specific content details."
0641,"A slide on multiple-valued logic over complex numbers with a normalized alphabet concept, lacking figures and footer."
0637,"A slide on Multiple-Valued Logic founded by Jan Lukasiewicz in 1920, with an enumeration and no footer. "
0549,"A slide without any content, possibly a placeholder or transition slide, no figure."
1007,"A slide titled ""Analysis"" discussing NARM architecture effectiveness with a chart and enumeration. "
0111,"A slide with an enumeration on choosing appropriate models based on data and domain characteristics, comparing models like ROBERTa, BERT, BART, and GPT2."
0642,"A slide discussing Multiple-Valued Logic over Complex Numbers with a diagram and enumeration, focusing on primitive roots of unity. "
0617,"A slide with OCR elements like diagram, title, and enumeration but no figure, discussing Hebbian Learning."
1056,"A slide with OCR body elements and a title, possibly related to technical content. "
0357,A slide on decoding with enumeration using compiled grammar network (WNET) without figures or footer.
1048,"A slide with a title and enumeration discussing specific reasons for increased SG&A costs in Qi 2012, with a chart showing a 24% increase from Qu 2011."
0736,"A slide showcasing a code example on casting with a title, enumeration, and code, discussing ArrayList operations, without figure or footer."
0321,"A slide titled ""Building an ASR using HTK"" by Fadi Biadsy on March 23, 2011, with no visual elements, possibly from a lecture."
0766,"A slide on choosing degrees with a chart and enumeration, discussing RMS error and best choice of degree, no specific references. "
1006,"A slide with a title on Performance from OCR data, lacking figures or footers."
0528,"A slide on Freehase Relations with a title and footer element, no figure, and no other elements. "
0625,A slide with a chart and enumeration elements related to OCR body elements.
0100,"A slide on Seq2seq Pretraining and Beyond with a diagram, no figure, and title. "
1053,"A slide on customer services showing order intake and revenue increase, with enumeration, chart, and footer element."
0734,"A slide on difficulties with object types and polymorphism, with an enumeration and code examples, part of course CS 307 Fundamentals."
0329,"A slide with a title and enumeration, lacking a figure or footer. "
1046,"An interim report slide from 2012 showing unannounced orders, order backlog, and order intake growth, with a chart and text details."
0138,"A slide on algorithms' execution time with a simple If-Statement example and code snippet, no diagram or chart."