===== Weekly Meeting ===== === 2018/12/06 === [[https://docs.google.com/presentation/d/1IjV5hAR1gQICGTp0cWmKaHRjRuvMndF5FI9-SCwdVUY/edit?usp=sharing|Model compression and video object detection]] === 2018/12/20 === [[https://docs.google.com/presentation/d/1U034ANq16fCRWS1GLmwTBHqSLiS6rw7trnYP0aic-wQ/edit?usp=sharing|Low-shot and unsupervised object detection]] === 2018/12/27 === [[https://docs.google.com/presentation/d/1C6RnZS9OCmgHehwHpPTxHUQw8yz8H50Hg0ElwEiCZEE/edit?usp=sharing|Faster-RCNN Inception V2 Pruning Result]] === 2019/01/10 === [[https://docs.google.com/presentation/d/1q1Y6DpYYfYLM5nKGG13jonIqYgmFrdWZJX07svoZVRE/edit?usp=sharing|Binary classification pruning]] === 2019/01/24 === [[https://docs.google.com/presentation/d/1G48AMA0iXxikjvaQrmAjSYV_Y5lKapXkp94Owz4MphU/edit?usp=sharing|Binary classification pruning updated]] === 2019/01/31 === [[https://drive.google.com/open?id=1TrWQmKumlyqsidiTHQ7eNpyq0oH57TNRoYK10COfugc|Binary classification (InceptionV3)]] === 2019/02/14 === [[https://drive.google.com/open?id=1Sanv_3_hosn_UMdhH1NaNoO_fN2rjZfQELVFPNwAE-o|Sparse convolution]] === 2019/02/21 === [[https://docs.google.com/presentation/d/1jIPiFrDHSTq1nP80fS1hljYIBXPCkdNUk9DNAIgGfWM/edit?usp=sharing|Sparse convolution improvement]] === 2019/03/07 === [[https://docs.google.com/presentation/d/1XselJe6euhtheEsD34STTHqg5l6Q4KdP5l8ydHvyrwg/edit?usp=sharing|Sparse convolution (apply some tricks)]] === 2019/03/14 === [[https://docs.google.com/presentation/d/1nrKKQwgdZjMaNRwGwG2ZjspOGTO2KV4u1aMnToQZyJs/edit?usp=sharing|Sparse convolution timing result, multi-label classification prouning]] === 2019/03/21 === [[https://docs.google.com/presentation/d/1LPvQSOtKxV9InTbwsIt3eQiS9ubkQSp40PwekPdH7zg/edit?usp=sharing|Sparse convolution tutorial]] === 2019/04/12 === [[https://docs.google.com/presentation/d/11CiQ4rw3SsyALSLiO7FAM-6lbsrTtlJoWIQUkgImZM0/edit?usp=sharing|Pruning with desired sparsity level]] === 2019/04/19 === [[https://docs.google.com/presentation/d/1AoxRrpLNWWmalerGrMo6waoTJ94nHS2fR2pIn-faTlY/edit?usp=sharing|Expected performance of sparse convolution with equally distributed weights]] === 2019/05/03 === [[https://drive.google.com/open?id=1tYKjVpPQV7L2z8VcNLgC5p4yHjc-4ien4123A78p6rw|https://drive.google.com/open?id=1tYKjVpPQV7L2z8VcNLgC5p4yHjc-4ien4123A78p6rw]] === 2019/05/10 === [[https://docs.google.com/presentation/d/1NAoTX2MAJNDXMOTRhJjqfK6ZNJGJAXG3-PBxJWp_Hqk/edit?usp=sharing|https://docs.google.com/presentation/d/1NAoTX2MAJNDXMOTRhJjqfK6ZNJGJAXG3-PBxJWp_Hqk/edit?usp=sharing]] === 2019/05/17 === [[https://docs.google.com/presentation/d/1vLjWd13TQmFMam7RDKHQjK8nS-MT1ZS91fVCNUnVJZk/edit?usp=sharing|https://docs.google.com/presentation/d/1vLjWd13TQmFMam7RDKHQjK8nS-MT1ZS91fVCNUnVJZk/edit?usp=sharing]] === 2019/05/24 === [[https://docs.google.com/presentation/d/1l2YBXibTaKz8kolub7T-0qjnotUTY1eiPhMopJTPLFY/edit?usp=sharing|https://docs.google.com/presentation/d/1l2YBXibTaKz8kolub7T-0qjnotUTY1eiPhMopJTPLFY/edit?usp=sharing]] === 2019/06/21 === [[https://docs.google.com/presentation/d/1AzNiziRVbPAeNMFUC9S6g9VyOTY72Z67Xhue6YDfHfA/edit?usp=sharing|Pruning detection models]] === 2019/06/28 === [[https://docs.google.com/presentation/d/1Czk6lR2cMtcs7lDDAd7XZaXQFYds1e_heChawV_lpYA/edit?usp=sharing|Faster RCNN Inception V2 Speed]] === 2019/07/05 === [[https://docs.google.com/presentation/d/1uzFZYc_JrkE7v2pnWU2bb9BXT6aYoarAxxWVv5rXK4Q/edit?usp=sharing|https://docs.google.com/presentation/d/1uzFZYc_JrkE7v2pnWU2bb9BXT6aYoarAxxWVv5rXK4Q/edit?usp=sharing]] === 2019/07/19 === [[https://docs.google.com/presentation/d/1mFunc5FmICD3QPjc5v5KJor7oUj1sn3F5l5l6wsxeXI/edit?usp=sharing|https://docs.google.com/presentation/d/1mFunc5FmICD3QPjc5v5KJor7oUj1sn3F5l5l6wsxeXI/edit?usp=sharing]] === 2019/07/26 === [[https://docs.google.com/presentation/d/1YLOYILA6gEujTSlDzCGdXMFNHC_6AqGL5_s3bZoO5EY/edit?usp=sharing|https://docs.google.com/presentation/d/1YLOYILA6gEujTSlDzCGdXMFNHC_6AqGL5_s3bZoO5EY/edit?usp=sharing]] === 2019/08/16 === [[https://docs.google.com/presentation/d/1dgMoSRukn22hl9xW3cJ1RwkFLiLFosmRAG0PJjGeJDk/edit?usp=sharing|https://docs.google.com/presentation/d/1dgMoSRukn22hl9xW3cJ1RwkFLiLFosmRAG0PJjGeJDk/edit?usp=sharing]] === 2019/08/23 === [[https://docs.google.com/presentation/d/1uQ-FTQN6ya9mys3ed4RcBnSI5-kL0xqWY4f2-PT07nk/edit?usp=sharing|https://docs.google.com/presentation/d/1uQ-FTQN6ya9mys3ed4RcBnSI5-kL0xqWY4f2-PT07nk/edit?usp=sharing]] === 2019/09/06 === [[https://docs.google.com/presentation/d/18duMwwNBuVCkbnLdDivbhfwsolirQB3mjY4gSpqjmIU/edit?usp=sharing|https://docs.google.com/presentation/d/18duMwwNBuVCkbnLdDivbhfwsolirQB3mjY4gSpqjmIU/edit?usp=sharing]] === 2019/09/20 === [[https://docs.google.com/presentation/d/1hqqk1EpjfOsFvtQYheKf_E8jXR72TLyax2t_8CX-mGs/edit?usp=sharing|https://docs.google.com/presentation/d/1hqqk1EpjfOsFvtQYheKf_E8jXR72TLyax2t_8CX-mGs/edit?usp=sharing]] === 2019/09/27 === https://docs.google.com/presentation/d/1hW7L65kfF9S8hRLfDGri65ljkjFYzIla2NfRxmoOAB4/edit?usp=sharing === 2019/10/04 === https://docs.google.com/presentation/d/1S3gN-Err338lra99ebDsfHJudi04-wusCwC0nd013BU/edit?usp=sharing === 2019/10/18 === https://docs.google.com/presentation/d/13iwnT2w3AftC7w7y35CQTsnCuSPkR9qkOYYzlZFvU1I/edit?usp=sharing ===== References ===== === Image Object Detection === [[https://arxiv.org/abs/1611.10012|Speed/accuracy trade-offs for modern convolutional object detectors]] (CVPR 2017) === Mobile Video Object Detection === [[https://arxiv.org/abs/1711.06368|Mobile Video Object Detection with Temporally-Aware Feature Maps]] (CVPR 2018) [[https://arxiv.org/abs/1804.05830|Towards High Performance Video Object Detection for Mobiles]] (Microsoft Research Asia) === Few-shot Object Detection === [[https://arxiv.org/abs/1706.08249|Few-Example Object Detection with Model Communication]] (IEEE 2017) [[https://arxiv.org/abs/1803.01529|LSTD: A Low-Shot Transfer Detector for Object Detection]] (AAAI 2018)