技術研討會時程表

2/22~3/5 各 track 準備研究內容，3/8 號之後每週二研討

週次	主題	負責組別	日期
Week 1	CRNN + CTC [paper] An End-to-End Trainable Neural Network for Image-based Sequence Recognition and Its Application to Scene Text Recognition [blog] 上面那篇 paper 的中文翻譯懶人包 [code] Belval/CRNN	track A	3/09
Week 2	Filter pruning: [paper] PRUNING FILTERS FOR EFFICIENT CONVNETS [blog] paper的中文講解1 paper的中文講解2	track B	3/16
Week 3	【一】Viola & Jones 傳統人臉檢測器 【二】Deep ID 人臉識別 【三】CVPR 2020 人臉防偽冠軍paper (近期個人研究)	track C	3/23
Week 4	CTC [paper] Connectionist Temporal Classification: Labelling Unsegmented Sequence Data with Recurrent Neural Networks [code] ctc source code 1. tf.nn.ctc_loss 2. tf.nn.ctc_beam_search_decoder [blog] 宜昌老師的解說	track A	4/06
Week 5	[code] Pruning Filters for Efficient Convnets	track B	4/13
Week 6	【一】Cascade CNN 人臉檢測 【二】MTCNN 人臉檢測 【三】FaceNet 人臉識別	track C	4/20
Week 7	Text Detection [paper] Character Region Awareness for Text Detection [inference code] clovaai/CRAFT-pytorch [training code 1] better!brooklyn1900/CRAFT_pytorch [training code 2] bad!backtime92/CRAFT-Reimplementation	track A	5/11
Week 8	Channel pruning: [paper] Learning Efficient Convolutional Networks through Network Slimming [code] Eric-mingjie/network-slimming	track B	5/18
Week 9	【一】Face R-CNN 人臉檢測 【二】ArcFace 人臉識別	track C	5/26
Week 10	Attention Mechanism [paper] A Feasible Framework for Arbitrary-Shaped Scene Text Recognition [code] zhang0jhon/AttentionOCR	track A	6/1
Week 11	break		6/8
Week 12	[paper] The Lottery Ticket Hypothesis: Finding Sparse, Trainable Neural Networks	track B	6/15
Week 13	【一】SSH 人臉檢測 【二】RetinaFace 人臉檢測	track C	6/22
Week 14	【一】text augmentation 【二】Learning to See Through Obstructions	晉昇 +track A	6/29
Week 15	break		7/6
Week 16	YOLOv4 模型壓縮分享	track B	7/13
Week 17	【一】TableNet 【二】Towards Universal Representation Learning	track C	7/20
Week 18	智金處月會		7/27
Week 19	data augmentation 實作	track A	7/27
Week 20	break		8/10
Week 21	CRNN 模型壓縮分享	track B	8/19
Week 22	【一】Vision Transformer	track C	8/26
Week 23	OCR algorithms 解密大平台	track A	9/2
Week 24	break		9/9
Week 25	JN 策展暫停一次		9/16
Week 26	ONNX / QUANTIZATION 技術研究 + 個人黑歷史分享	track B	9/23
Week 27	貫中分享	track C	9/30
Week 28	Robust Reflection Removal with Reflection-free Flash-only Cues	track C	10/7
Week 29	驗證碼大亂鬥(前篇)	track A	10/14
Week 30	break		10/21
Week 30	Distilling the Knowledge in a Neural Network	track B	10/28
Week 31	break		11/4
Week 32	忘記他報什麼ㄌ???	昱睿	11/11
Week 33	break		11/18
Week 34	Rotated Object Detection	軒彤	11/25
Week 35	存摺影像專案介紹 + 遇到困難點	立晟	12/02
Week 36	Rotated Object Detection	晉昇	12/09
Week 37	break		12/16
Week 38	DocReader: Bounding-Box Free Training of a Document Information Extraction Model	弘林	12/23
Week 39		柏霖	12/30
Week 40		杰恩	01/06

當周分享的 track 需要做會議紀錄，形式待補

輪值順序
軒彤、立晟、晉昇、弘林、柏霖、杰恩