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TS-200
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TS-201
[ "The", "stochastic", "tensor", "block", "model", "(", "STBM", ")", "is", "a", "special", "case", "of", "model", "eq", ":", "model", ",", "with", "the", "subgaussianity", "parameter", "equal", "to", "." ]
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TS-202
[ "The", "update", "for", "weights", "and", "follows", "a", "feed", "-", "forward", "manner", "that", "is", "similar", "to", "that", "employed", "for", "a", "standard", "Multiple", "Layer", "Perceptron", "(", "MLP", ")", "training", "." ]
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TS-203
[ "Furthermore", ",", "as", "observed", "in", ",", "the", "usage", "of", "a", "low", "pass", "filter", "(", "LPF", ")", "in", "TDC", "to", "mitigate", "the", "effect", "of", "measurement", "noise", "has", "pervasive", "effects", "on", "system", "stability", "as", "well", "as", "controller", "performance", "." ]
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TS-204
[ "This", "game", "placed", "us", "in", "the", "shoes", "of", "reinforcement", "learning", "(", "RL", ")", "agents", "that", "start", "off", "without", "the", "immense", "prior", "knowledge", "that", "humans", "possess", "." ]
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TS-205
[ "In", "the", "following", ",", "we", "propose", "an", "iterative", "cache", "placement", "(", "ICP", ")", "algorithm", "to", "solve", "Problem", "(", ")", "in", "Algorithm", "1", "." ]
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TS-206
[ "NLG", "is", "a", "critical", "component", "in", "a", "dialogue", "system", ",", "where", "its", "goal", "is", "to", "generate", "the", "natural", "language", "given", "the", "semantics", "provided", "by", "the", "dialogue", "manager", "." ]
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TS-207
[ "Part", "of", "the", "research", "leading", "to", "these", "results", "has", "received", "funding", "from", ":", "i", ")", "the", "European", "Research", "Council", "under", "the", "European", "Union", "'s", "H2020", "Framework", "Programme", "through", "ERC", "Grant", "Agreement", "637422", "EVERYSOUND", ",", "and", "ii", ")", "the", "European", "Union", "'s", "H2020", "Framework", "Programme", "(", "H2020-MSCA", "-", "ITN-2014", ")", "under", "grant", "agreement", "no", "642685", "MacSeNet", "." ]
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TS-208
[ "In", "life", "sciences", ",", "we", "can", "mention", "the", "Gene", "Ontology", "(", "GO", ")", "among", "many", "other", "ontologies", "listed", "in", "repositories", "such", "as", "BioPortal", "." ]
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TS-209
[ "Generally", ",", "the", "information", "security", "is", "defined", "as", "the", "CIA", "attributes", "including", "confidentiality", ",", "integrity", ",", "and", "availability", "." ]
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TS-210
[ "The", "vertical", "lines", "correspond", "to", "the", "year", "of", "the", "publication", "of", "the", "HST", "key", "project", ",", "3-yr", "Wilkinson", "Microwave", "Anisotropy", "Probe", "(", "WMAP", ")", "results", "and", "the", "2013", "Planck", "results", "." ]
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TS-211
[ "In", "Natural", "Language", "Processing", "(", "NLP", ")", "research", "as", "in", "other", "areas", ",", "this", "requires", "three", "crucial", "components", ":", "(", "a", ")", "published", "methods", "described", "in", "sufficient", "detail", "(", "b", ")", "a", "working", "code", "base", "and", "(", "c", ")", "open", "dataset(s", ")", "to", "permit", "training", ",", "testing", "and", "validation", "to", "be", "reproduced", "and", "generalised", "." ]
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TS-212
[ "Using", "this", "prior", "information", "about", "the", "region", "of", "interest", "(", "ROI", ")", "could", "lead", "to", "a", "better", "reconstruction", "." ]
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TS-213
[ "On", "the", "other", "hand", ",", "Electronic", "Medical", "Records", "(", "EMR", ")", "and", "Electronic", "Health", "Records", "(", "EHR", ")", "store", "individual", "information", "that", "is", "required", "by", "the", "healthcare", "professionals", "and", "may", "be", "shared", "among", "different", "institutions", "and", "facilities", "." ]
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TS-214
[ "Assume", "that", "the", "channel", "coefficient", "between", "any", "two", "nodes", "and", "and", ")", "is", "subjected", "to", "Rician", "fading", "plus", "Additive", "White", "Gaussian", "Noise", "(", "AWGN", ")", "." ]
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TS-215
[ "Bandwidth", "sharing", "is", "an", "often", "used", "concept", "explored", "in", "Bandwidth", "Allocation", "Models", "(", "BAM", ")", "that", "distributes", "and", "efficiently", "manages", "scarce", "network", "resources", "." ]
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TS-216
[ "The", "average", "path", "length", "(", "APL", ")", "of", "the", "network", "structured", "through", "all", "the", "models", "lie", "between", "to", "." ]
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TS-217
[ "Crime", "data(http://archive.ics.uci.edu", "/", "ml", "/", "datasets", "/", "communities+and+crime", ")", ",", "with", "FoI", "as", "the", "median", "family", "income", "of", "the", "communities", "." ]
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TS-218
[ "Improved", "DRN", "We", "are", "inspired", "by", "the", "idea", "of", "Kaiming", "on", "deep", "residual", "network", "." ]
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TS-219
[ "They", "employ", "a", "fully", "convolutional", "network", "(", "FCN", ")", "to", "predict", "text", "regions", ",", "and", "apply", "several", "post", "-", "processing", "steps", "such", "as", "connected", "component", "analysis", "to", "extract", "final", "geometric", "representation", "of", "scene", "text", "." ]
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TS-220
[ "In", "a", "patient", "with", "a", "suspected", "brain", "tumor", ",", "magnetic", "resonance", "imaging", "(", "MRI", ")", "with", "gadolinium", "is", "the", "investigation", "tool", "of", "choice", "." ]
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TS-221
[ "When", "each", "layer", "is", "handled", "by", "the", "piecewise", "linear", "activation", "function", ",", "e.g.", ",", "using", "the", "rectified", "linear", "unit", "(", "ReLU", ")", "function", "or", "its", "variants", ",", "such", "as", "the", "parametric", "ReLU", "and", "leaky", "ReLU", "function", ",", "to", "a", "certain", "extent", ",", "the", "interpolated", "network", "can", "maintain", "the", "characteristic", "of", "linearity", "for", "the", "output", "of", "each", "layer", ",", "which", "finally", "leads", "to", "continuous", "intermediate", "-", "effect", "images", "created", "by", "the", "new", "interpolated", "networks", "when", "continuously", "varying", "the", "trade", "-", "off", "parameter", "." ]
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TS-222
[ "Both", "of", "these", "branches", "consist", "of", "two", "fully", "connected", "(", "FC", ")", "layers", "operating", "on", "the", "output", "of", "the", "first", "network", "." ]
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TS-223
[ "a", ")", "Global", "Dice", "Score", "Coefficient", "G", "-", "DSC", ",", "(", "b", ")", "Boundary", "Dice", "Score", "Coefficient", "B", "-", "DSC", ",", "and", "(", "c", "-", "f", ")", "relaxed", "B", "-", "DSC", "tolerance", "1", "to", "4", "voxels", "are", "reported", "." ]
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TS-224
[ "Parameter", "server", "(", "PS", ")", "architecture", "uses", "a", "number", "of", "parameter", "servers", "that", "serve", "to", "coordinate/", "synchronize", "model", "updates", "by", "a", "number", "of", "workers", "." ]
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TS-225
[ "A", "possible", "solution", "could", "be", "to", "create", "a", "table", "at", "the", "AP", "with", "information", "about", "the", "priority", "of", "each", "traffic", "flow", "and", "the", "queue", "length", "of", "each", "STA", ",", "and", "then", "to", "utilize", "this", "table", "to", "control", "the", "-nd", "contention", "round", "." ]
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TS-226
[ "For", "hybrid", "Monte", "Carlo", "(", "HMC", ")", "methods", ",", "the", "chosen", "scheme", "may", "be", "expected", "to", "provide", "the", "biggest", "possible", "acceptance", "rate", "in", "the", "Metropolis", "accept", "-", "reject", "test", "." ]
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TS-227
[ "To", "demonstrate", "the", "coding", "efficiency", "of", "our", "MDC", "framework", ",", "our", "method", "is", "compared", "with", "several", "state", "-", "of", "-", "the", "-", "art", "MDC", "approaches", ",", "including", "the", "multiple", "description", "coding", "approach", "with", "randomly", "offset", "quantizers", "and", "the", "newest", "convolutional", "neural", "network", "-", "based", "standard", "-", "compatible", "method", "in", "terms", "of", "image", "coding", "efficiency", "when", "testing", "on", "several", "datasets", "." ]
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TS-228
[ "For", "I", "/", "O", "bandwidth", "there", "is", "also", "a", "two", "-", "level", "scheduling", "mechanism", "known", "as", "Completely", "Fair", "Queuing", "(", "CFQ", ")", "scheduler", "." ]
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TS-229
[ "The", "community", "of", "toolmakers", "for", "weblogs", "and", "associated", "technology", "is", "vibrant", ",", "similar", "to", "the", "Internet", "Engineering", "Task", "Force", "(", "IETF", ")", "during", "the", "early", "days", "of", "the", "Internet", ",", "when", "independent", "programmers", "were", "first", "allowed", "to", "write", "networking", "software", "and", "enter", "the", "domain", "previously", "controlled", "by", "large", "hardware", "companies", "and", "telecommunications", "firms", "." ]
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TS-230
[ "In", "order", "to", "recognize", "irregular", "texts", ",", "applied", "the", "spatial", "transformer", "network", "(", "STN", ")", "for", "text", "rectification", ",", "then", "recognized", "the", "rectified", "text", "images", "with", "the", "sequence", "recognition", "network", "." ]
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TS-231
[ "Experimental", "results", "indicate", "that", "the", "batch", "normalized", "recurrent", "highway", "networks", "converge", "faster", "and", "performs", "better", "compared", "with", "the", "traditional", "LSTM", "and", "RHN", "based", "models", "." ]
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TS-232
[ "Thus", ",", "the", "concept", "of", "vehicular", "fog", "computing", "(", "VFC", ")", "has", "evolved", ",", "in", "which", "computation", ",", "storage", ",", "and", "networking", "are", "hosted", "in", "close", "proximity", "to", "vehicles", "." ]
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TS-233
[ "For", "PTB", ",", "performs", "the", "best", "for", "linear", "and", "sigmoid", "functions", ",", "for", "exponential", "and", "static", "sampling", "rates", "and", "overall", "a", "constant", "sampling", "rate", "." ]
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TS-234
[ "We", "make", "use", "of", "the", "Gaussian", "process", "latent", "variable", "models", "(", "GPLVM", ")", "and", "deep", "neural", "networks", "to", "create", "a", "non", "-", "linear", "dimensionality", "reduction", "technique", "for", "heterogeneous", "data", "." ]
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TS-235
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TS-236
[ "A", "RIR", "model", "channel", "between", "a", "fixed", "source", "and", "a", "fixed", "receiver", "with", "direct", "path", "and", "reflections⁠.", "In", "RIR", ",", "apart", "from", "the", "direct", "sound", ",", "the", "receiver", "receives", "signals", "from", "different", "reflections", "." ]
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TS-237
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TS-238
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TS-239
[ "In", "essence", ",", "OT", "metric", "maps", "the", "comparison", "of", "two", "distributions", "on", "high", "-", "dimensional", "feature", "space", "onto", "a", "lower", "dimension", "space", "." ]
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TS-240
[ "These", "CNN", "architectures", "performed", "well", "in", "the", "ImageNet", "Large", "Scale", "Visual", "Recognition", "Challenge", "(", "ILSVRC", ")", "in", "2012", ",", "2014", ",", "and", "2015", "respectively", ",", "and", "come", "with", "increasing", "number", "of", "layers", "." ]
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TS-241
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TS-242
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TS-243
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TS-244
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TS-245
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TS-246
[ "Although", "maximum", "number", "of", "Indians", "have", "been", "contributing", "to", "condensed", "matter", "physics", "and", "material", "physics", ",", "relative", "contribution", "has", "been", "higher", "in", "high", "energy", "physics", "journals", "PRC", "and", "PRD", "." ]
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TS-247
[ "Such", "binarized", "neural", "net", "-", "works", "(", "BNNs", ")", "may", "be", "the", "key", "to", "efficient", "deep", "learning", "on", "FPGA", "." ]
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TS-248
[ "In", "order", "to", "simulate", "the", "traumatic", "brain", "injury", "(", "TBI", ")", "cases", "where", "tissue", "oxygen", "saturation", "(", ")", "is", "normally", "between", "50", "and", "75", ",", "the", "absorption", "coefficient", "in", "the", "two", "anomalies", "are", "calculated", "using", "Beer", "'s", "law", "with", "55", "(", "Fig", "." ]
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TS-249
[ "Here", ",", "we", "explore", "the", "use", "of", "a", "convolutional", "neural", "network", "(", "CNN", ")", "to", "segment", "3D", "vessels", "within", "volumetric", "in", "vivo", "MPM", "images", "." ]
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TS-250
[ "Factorial", "Hidden", "Markov", "Models", "(", "FHMMs", ")", "are", "a", "generalization", "of", "HMMs", "and", "offer", "a", "way", "to", "overcome", "this", "limitation", "." ]
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TS-251
[ "These", "types", "of", "graph", "generators", "include", "the", "Kronecker", "Model", ",", "Chung", "-", "Lu", "Model", ",", "Exponential", "Random", "Graph", "Model", "(", "ERGM", ")", "and", "Block", "Two", "-", "Level", "Erdos", "-", "Renyi", "Model", "(", "BTER", ")", ",", "and", "others", "." ]
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TS-252
[ "To", "reduce", "this", "cost", ",", "in", ",", "a", "secure", "and", "precise", "wireless", "transmission", "with", "random", "subcarrier", "selection", "(", "RSS", ")", "based", "on", "OFDM", "and", "direction", "modulation", "was", "proposed", "." ]
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TS-253
[ "We", "define", "an", "Influence", "Ratio", "(", "IR", ")", "for", "every", "comment", "to", "evaluate", "its", "influence", "based", "on", "the", "ratio", "over", "its", "upcoming", "activities", "and", "its", "preceding", "activities", "." ]
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TS-254
[ "Deep", "belief", "networks", "(", "DBN", ")", "are", "frequently", "employed", "in", "current", "short", "-", "term", "traffic", "forecasting", ",", "and", "pre", "-", "training", "strategies", "with", "unsupervised", "learning", "algorithms", "such", "as", "Restricted", "Boltzmann", "machine", "(", "RBM", ")", "and", "Stacked", "AutoEncoder", "(", "SAE", ")", "are", "also", "used", "." ]
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TS-255
[ "Each", "small", "breakthrough", "on", "AI", "research", "enables", "us", "to", "expand", "our", "skills", "to", "solve", "new", "classes", "and", "scales", "of", "problems", ",", "thereby", "driving", "research", "and", "innovation", "in", "almost", "every", "scientific", "discipline", "." ]
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TS-256
[ "Additional", "support", ":", "This", "material", "is", "based", "upon", "work", "supported", "by", "the", "Defense", "Advanced", "Research", "Projects", "Agency", "(", "DARPA", ")", "under", "Agreement", "No", "." ]
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TS-257
[ "We", "have", "proposed", "our", "Bi", "-", "directional", "Domain", "Translation", "(", "BDT", ")", "framework", ",", "which", "performs", "retrieval", "in", "two", "feature", "spaces", "." ]
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TS-258
[ "Hidden", "Markov", "Model", "(", "HMM", ")", "based", "approaches", "are", "widely", "used", "in", "TCM", "." ]
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TS-259
[ "In", "partially", "answering", "our", ",", "if", "our", "method", "labels", "a", "currently", "non", "-", "blacklisted", "IP", "as", "malicious", ",", "there", "is", "a", "high", "chance", "that", "it", "is", "malicious", ",", "given", "our", "high", "precision", "." ]
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TS-260
[ "With", "this", "is", "mind", ",", "we", "emphasize", "the", "importance", "of", "estimating", "the", "vehicle", "road", "conditions", ",", "specifically", "the", "Tire", "Road", "Friction", "Coefficient", "(", "TRFC", ")", "." ]
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TS-261
[ "One", "of", "the", "early", "dictionary", "learning", "algorithms", "was", "proposed", "by", "Olshausen", "and", "Field", ",", "where", "a", "maximum", "likelihood", "(", "ML", ")", "learning", "method", "was", "used", "to", "sparsely", "encode", "images", "upon", "a", "redundant", "dictionary", "." ]
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TS-262
[ "To", "maximize", "the", "diversity", "of", "perspectives", ",", "we", "invited", "researchers", "who", "published", "at", "least", "one", "paper", "in", "the", "2015", "-", "2017", "main", "tracks", "of", "ICSE", ",", "(", "the", "SE", "flagship", "conference", ")", "and", "ESEM", "and", "EASE", "(", "the", "leading", "Empirical", "Software", "Engineering", "conferences", ")", "." ]
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TS-263
[ "As", "a", "first", "step", ",", "the", "dark", "channel", "prior", "(", "DCP", ")", "is", "used", "to", "obtain", "the", "transmission", "map", "of", "a", "turbid", "underwater", "image", "." ]
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TS-264
[ "In", "addition", ",", "we", "measure", "end", "-", "to", "-", "end", "QA", "performance", "with", "the", "official", "Exact", "Match", "(", "EM", ")", "and", "F1", "metrics", "." ]
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TS-265
[ "Additionally", ",", "this", "brought", "profit", "-", "oriented", "organizations", "into", "YouTube", ",", "so", "-", "called", "multi", "channel", "networks", "(", "MCN", ")", "formed", "." ]
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TS-266
[ "In", "contrast", ",", "we", "focus", "on", "recovering", "DPs", "from", "conversational", "context", ",", "and", "determining", "the", "correct", "position", "of", "a", "dropped", "pronoun", "is", "critical", "part", "of", "the", "task", "." ]
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TS-267
[ "Indeed", ",", "to", "avoid", "blind", "spots", "and", "unforeseen", "side", "effects", ",", "it", "seems", "desirable", "for", "an", "influential", "AI", "to", "gather", "as", "much", "(", "relevant", ")", "data", "as", "possible", "." ]
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TS-268
[ "In", "particular", ",", "the", "that", "Fig.24", "extracts", "from", "the", "heap", ",", "in", "our", "case", "come", "from", "the", "labels", "like", "FT", ",", "which", "we", "omitted", "through", "\"", "\"", "." ]
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TS-269
[ "The", "first", "one", ",", "Cross", "-", "FaceResolution", "-", "LF", "-", "Test", ",", "uses", "small", "and", "medium", "faces", "(", "determined", "by", "the", "resolution", ")", "for", "training", ",", "while", "using", "high", "resolution", "faces", "(", "LF", "-", "Large", "Faces", ")", "for", "testing", "." ]
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TS-270
[ "Also", ",", "proposed", "methods", "have", "higher", "throughput", "than", "conventional", "coded", "and", "uncoded", "CC", "methods", "." ]
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TS-271
[ "Former", "versions", "of", "BTA", "proposed", "the", "use", "of", "the", "SHA-3", "hash", "algorithm", "as", "defined", "by", "FIPS-202", "with", "a", "512", "bit", "key", "to", "ensure", "resistance", "to", "length", "extension", "attacks", "and", "many", "other", "theoretical", "vulnerabilities", "affecting", "SHA-2", "and", "all", "other", "algorithms", "based", "on", "the", "Merkle", "–", "Damgård", "construction", "." ]
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TS-272
[ "Then", "the", "current", ",", "partially", "manually", "corrected", "UD", "EWT", "V2.2", "is", "compared", "with", "the", "multilayer", "conversion", "from", "SD", "for", "GUM", ",", "and", "the", "proportion", "of", "non", "-", "projectivity", "in", "the", "original", "gold", "SD", "data", "is", "given", "for", "comparison", "." ]
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TS-273
[ "Intermediate", "CA", "(", "ICA", ")", ":", "This", "component", "serves", "as", "a", "secondary", "Certificate", "Authority", "to", "shield", "the", "root", "CA", "from", "traffic", "and", "attacks", "." ]
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TS-274
[ "NER", "is", "a", "task", "that", "was", "traditionally", "tackled", "using", "Conditional", "Random", "Fields", "(", "CRF", ")", "which", "are", "quite", "suited", "for", "NER", ";", "CRFs", "were", "later", "used", "as", "decoding", "layers", "for", "Bi", "-", "LSTM", "architectures", "showing", "considerable", "improvements", "over", "CRFs", "alone", "." ]
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TS-275
[ "Note", "that", "there", "is", "other", "variations", "of", "LSTM", "including", "Gated", "recurrent", "unit", "GRU", ",", "No", "Forget", "Gate", "(", "NFG", ")", ",", "No", "Peepholes", "(", "NP", ")", ",", "No", "Input", "Activation", "Function", "(", "NIAF", ")", "and", "others", "." ]
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TS-276
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TS-277
[ "For", "an", "arbitrary", "route", "choice", "probability", "vector", "(", "or", "equivalently", "an", "underlying", "route", "choice", "model", ")", ",", "the", "statistical", "risk", "of", "the", "estimated", "O", "-", "D", "mean", "from", "Formulation", "(", "or", "Formulation", "without", "history", "O", "-", "D", "information", ")", "is", "of", "where", "is", "the", "sample", "size", "(", "namely", "the", "number", "of", "days", "with", "observations", ")", "." ]
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TS-278
[ "Abdullah", "Kadri", "is", "with", "Qatar", "Mobility", "Innovations", "Center", "(", "QMIC", ")", ",", "Qatar", "University", ",", "Doha", ",", "Qatar", "." ]
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TS-279
[ "Inspired", "by", "the", "benefits", "of", "multi", "-", "task", "learning", "for", "natural", "language", "processing", "tasks", "in", "general", ",", "and", "for", "multilingual", "MT", "in", "particular", ",", "we", "introduce", "a", "model", "based", "on", "Neural", "Machine", "Translation", "(", "NMT", ")", "that", "jointly", "learns", "to", "perform", "both", "monolingual", "and", "bilingual", "." ]
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TS-280
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TS-281
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TS-282
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TS-283
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TS-284
[ "The", "International", "Skin", "Imaging", "Collaboration", "(", "ISIC", ")", ",", "sponsored", "by", "the", "International", "Society", "for", "Digital", "Imaging", "of", "the", "Skin", ",", "has", "hosted", "its", "annual", "challenge", "since", "2016", ",", "divided", "among", "those", "three", "sub", "-", "tasks", "." ]
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TS-285
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TS-286
[ "We", "look", "for", "an", "equation", "to", "estimate", "the", "ETE", ",", "i.e.", "by", "analysing", "the", "relationship", "between", "ratios", "and", "representing", "and", "as", "and", "respectively", "." ]
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TS-287
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TS-288
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TS-289
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TS-290
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TS-291
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TS-292
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TS-293
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TS-294
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TS-295
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TS-296
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TS-297
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TS-298
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TS-299
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