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diff --git a/samples/s2-search-api.json b/samples/s2-search-api.json deleted file mode 100644 index 207fb98c..00000000 --- a/samples/s2-search-api.json +++ /dev/null @@ -1,270 +0,0 @@ -{ - "id": "0d2dd4fc016cb6a517d8fb43a7cc3ff62964832e", - "title": { - "text": "Large age-gap face verification by feature injection in deep networks", - "fragments": [ - { - "start": 0, - "end": 5 - }, - { - "start": 6, - "end": 9 - }, - { - "start": 10, - "end": 13 - }, - { - "start": 14, - "end": 18 - }, - { - "start": 19, - "end": 31 - }, - { - "start": 35, - "end": 42 - }, - { - "start": 43, - "end": 52 - }, - { - "start": 56, - "end": 60 - }, - { - "start": 61, - "end": 69 - } - ] - }, - "slug": "Large-age-gap-face-verification-by-feature-in-deep-Bianco", - "paperAbstract": { - "text": "This paper introduces a new method for face verification across large age gaps and also a dataset containing variations of age in the wild, the Large Age-Gap (LAG) dataset, with images ranging from child/young to adult/old. The proposed method exploits a deep convolutional neural network (DCNN) pre-trained for the face recognition task on a large dataset and then fine-tuned for the large age-gap face verification task. Finetuning is performed in a Siamese architecture using a contrastive loss function. A feature injection layer is introduced to boost verification accuracy, showing the ability of the DCNN to learn a similarity metric leveraging external features. Experimental results on the LAG dataset show that our method is able to outperform the face verification solutions in the state of the art considered.", - "fragments": [ - { - "start": 39, - "end": 43 - }, - { - "start": 44, - "end": 56 - }, - { - "start": 64, - "end": 69 - }, - { - "start": 70, - "end": 73 - }, - { - "start": 74, - "end": 78 - }, - { - "start": 123, - "end": 126 - }, - { - "start": 144, - "end": 149 - }, - { - "start": 150, - "end": 153 - }, - { - "start": 154, - "end": 157 - }, - { - "start": 255, - "end": 259 - }, - { - "start": 281, - "end": 288 - }, - { - "start": 316, - "end": 320 - }, - { - "start": 343, - "end": 348 - }, - { - "start": 385, - "end": 390 - }, - { - "start": 391, - "end": 394 - }, - { - "start": 395, - "end": 398 - }, - { - "start": 399, - "end": 403 - }, - { - "start": 404, - "end": 416 - }, - { - "start": 510, - "end": 517 - }, - { - "start": 518, - "end": 527 - }, - { - "start": 557, - "end": 569 - }, - { - "start": 758, - "end": 762 - }, - { - "start": 763, - "end": 775 - } - ] - }, - "authors": [ - [ - { - "name": "Simone Bianco", - "ids": [ - "2217051" - ], - "slug": "Simone-Bianco" - }, - { - "text": "Simone Bianco", - "fragments": [] - } - ] - ], - "structuredAuthors": [ - { - "firstName": "Simone", - "middleNames": [], - "lastName": "Bianco" - } - ], - "year": { - "text": "2017", - "fragments": [] - }, - "venue": { - "text": "Pattern Recognition Letters", - "fragments": [] - }, - "citationContexts": [], - "citationStats": { - "citedByBuckets": [ - { - "startKey": 2017, - "endKey": 2017, - "count": 2, - "estimate": { - "min": 2, - "value": 2.543286309486936, - "max": 6.143286309486936, - "confidence": 0.9 - } - }, - { - "startKey": 2018, - "endKey": 2018, - "count": 3, - "estimate": { - "min": 4, - "value": 5.086572618973872, - "max": 12.286572618973873, - "confidence": 0.9 - } - } - ], - "keyCitedByBuckets": [], - "numCitations": 5, - "estNumCitations": { - "min": 5, - "value": 6.3582157737173395, - "max": 15.35821577371734, - "confidence": 0.9 - }, - "numReferences": 40, - "numKeyCitations": 0, - "numKeyReferences": 8, - "numViewableReferences": 40, - "keyCitationRate": 0, - "estCitationVelocity": { - "estimate": { - "min": 0, - "value": 0, - "max": 0, - "confidence": 1 - }, - "estCitationsByRange": [] - }, - "estCitationAcceleration": { - "estimate": { - "min": 0, - "value": 0, - "max": 0, - "confidence": 1 - }, - "estCitationsByRange": [] - } - }, - "sources": [ - "DBLP", - "Grobid", - "ScienceParse", - "SPv2", - "ArXiv", - "Crawler", - "DBLP" - ], - "journal": { - "name": "Pattern Recognition Letters", - "volume": "90", - "pages": "36-42" - }, - "socialLinks": [], - "presentationUrls": [], - "doiInfo": { - "doi": "10.1016/j.patrec.2017.03.006", - "doiUrl": "http://doi.org/10.1016/j.patrec.2017.03.006" - }, - "links": [ - { - "url": "https://arxiv.org/pdf/1602.06149.pdf", - "linkType": "arxiv" - } - ], - "primaryPaperLink": { - "url": "https://arxiv.org/pdf/1602.06149.pdf", - "linkType": "arxiv" - }, - "alternatePaperLinks": [], - "entities": [], - "entityRelations": [], - "readerId": "1602.06149", - "blogs": [], - "videos": [], - "githubReferences": [], - "faqs": [], - "scorecardStats": [], - "hasPdf": true -}
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