Title
Megatron-LM: Training Multi-Billion Parameter Language Models Using Model Parallelism Mohammad Shoeybi M. Patwary Raul Puri P. LeGresley Jared Casper Bryan Catanzaro MoE 917 2,386 0 17 Sep 2019
Towards Robust Monocular Depth Estimation: Mixing Datasets for Zero-shot Cross-dataset TransferIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2019 René Ranftl Katrin Lasinger David Hafner Konrad Schindler V. Koltun MDE 600 2,192 0 02 Jul 2019
D2-Net: A Trainable CNN for Joint Detection and Description of Local FeaturesComputer Vision and Pattern Recognition (CVPR), 2019 Mihai Dusmanu Ignacio Rocco Tomas Pajdla Marc Pollefeys Josef Sivic Akihiko Torii Torsten Sattler 267 822 0 09 May 2019
Habitat: A Platform for Embodied AI Research Manolis Savva Abhishek Kadian Oleksandr Maksymets Yili Zhao Erik Wijmans ... Jia-Wei Liu V. Koltun Jitendra Malik Devi Parikh Dhruv Batra LM&Ro 500 1,656 0 02 Apr 2019
Mesh-TensorFlow: Deep Learning for Supercomputers Noam M. Shazeer Youlong Cheng Niki Parmar Dustin Tran Ashish Vaswani ... HyoukJoong Lee O. Milenkovic C. Young Ryan Sepassi Blake Hechtman GNN MoE AI4CE 213 421 0 05 Nov 2018
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 2.9K 107,304 0 11 Oct 2018
MegaDepth: Learning Single-View Depth Prediction from Internet Photos Zhengqi Li Noah Snavely MDE 3DV 635 1,188 0 02 Apr 2018
SuperPoint: Self-Supervised Interest Point Detection and Description Daniel DeTone Tomasz Malisiewicz Andrew Rabinovich 3DPC 546 3,019 0 20 Dec 2017
Decoupled Weight Decay Regularization I. Loshchilov Katharina Eggensperger OffRL 498 2,476 0 14 Nov 2017
Attention Is All You NeedNeural Information Processing Systems (NeurIPS), 2017 Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 2.8K 159,241 0 12 Jun 2017
ScanNet: Richly-annotated 3D Reconstructions of Indoor ScenesComputer Vision and Pattern Recognition (CVPR), 2017 Angela Dai Angel X. Chang Manolis Savva Maciej Halber Thomas Funkhouser Matthias Nießner 3DPC 3DV 1.3K 4,841 0 14 Feb 2017
ORB-SLAM2: an Open-Source SLAM System for Monocular, Stereo and RGB-D Cameras Raul Mur-Artal Juan D. Tardós 1.1K 5,979 0 20 Oct 2016
LIFT: Learned Invariant Feature Transform K. M. Yi Eduard Trulls Vincent Lepetit Pascal Fua 421 1,297 0 30 Mar 2016
ORB-SLAM: a Versatile and Accurate Monocular SLAM System Raul Mur-Artal José M.M. Montiel Juan D. Tardós 515 6,933 0 03 Feb 2015