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Category: Research
Protected: Subword Language Model for Query Auto-Completion (EMNLP-IJCNLP 2019)
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Protected: Mixture Content Selection for Diverse Sequence Generation (EMNLP-IJCNLP 2019)
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What Is Wrong With Scene Text Recognition Model Comparisons? Dataset and Model Analysis (ICCV 2019 Oral)
Jeonghun Baek, Geewook Kim, Junyeop Lee, Sungrae Park, Dongyoon Han, Sangdoo Yun, Seong Joon Oh, Hwalsuk Lee arXiv Github Motivations for this Research Regular Irregular Examples of regular (IIIT5k, SVT, IC03, IC13) and irregular (IC15, SVTP, CUTE) real-world datasets Referred to as scene text recognition (STR), reading text in natural scenes, as shown above, has […]
A Comprehensive Overhaul of Feature Distillation (ICCV 2019)
Byeongho Heo, Jeesoo Kim, Sangdoo Yun, Hyojin Park, Nojun Kwak, Jin Young Choi arXiv Github Project Page Knowledge Distillation in a Nutshell The general process of knowledge distillation Knowledge distillation denotes a method that a small model is trained to mimic a pre-trained large model by passing the data from it to the small model […]