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Post #401 574 Feb 13, 2023, 05:00 UTC

Bayesian Optimization Book 2021

Book: https://bayesoptbook.com

Github: https://github.com/bayesoptbook/bayesoptbook.github.io

👉 @bigdata_1

👍 1

Post #400 586 Feb 12, 2023, 05:00 UTC

Decision Transformer

Github: https://github.com/kzl/decision-transformer

Paper: https://arxiv.org/abs/2106.01345

👉 @bigdata_1

Post #399 575 Feb 11, 2023, 05:00 UTC

1×N Block Pattern for Network Sparsity

Github: https://github.com/lmbxmu/1xN

Paper: https://arxiv.org/abs/2105.14713

👉 @bigdata_1

Post #397 526 Feb 10, 2023, 05:00 UTC

Reducing Information Bottleneck for Weakly Supervised Semantic Segmentation (NeurIPS 2021)

Github: https://github.com/jbeomlee93/rib

Paper: http://arxiv.org/abs/2110.06530

Dataset: https://paperswithcode.com/dataset/coco

👉 @bigdata_1

Post #396 571 Feb 9, 2023, 05:00 UTC

Ten Quick Tips for Deep Learning in Biology

Github: https://github.com/Benjamin-Lee/deep-rules

Paper: https://arxiv.org/abs/2105.14372v1

👉 @bigdata_1

Post #395 560 Feb 8, 2023, 05:00 UTC

AndroidEnv - The Android Learning Environment

Github: https://github.com/deepmind/android_env

Paper: https://arxiv.org/abs/2105.13231v1

👉 @bigdata_1

👍 3

Post #394 761 Feb 7, 2023, 05:00 UTC

ByteTrack: Multi-Object Tracking by Associating Every Detection Box

Github: https://github.com/ifzhang/ByteTrack

Paper: https://arxiv.org/abs/2110.06864

Dataset: https://paperswithcode.com/dataset/motchallenge

👉 @bigdata_1

👍 2

Post #393 863 Feb 6, 2023, 05:00 UTC

The pytorch re-implement of the official EfficientDet with SOTA performance in real time

Github: https://github.com/zylo117/Yet-Another-EfficientDet-Pytorch

Paper: https://arxiv.org/abs/2105.12971v1

Tutorials: https://github.com/zylo117/Yet-Another-EfficientDet-Pytorch/blob/master/tutorial

👉 @bigdata_1

👍 2

Post #392 607 Feb 5, 2023, 05:00 UTC

Learning High-Speed Flight in the Wild

Github: https://github.com/uzh-rpg/agile_autonomy

Project: http://rpg.ifi.uzh.ch/AgileAutonomy.html

Paper: http://rpg.ifi.uzh.ch/docs/Loquercio21_Science.pdf

Dataset: https://zenodo.org/record/5517791#.YV2zkGNfhhE

👉 @bigdata_1

Post #391 629 Feb 4, 2023, 05:00 UTC

PSGAN: Pose and Expression Robust Spatial-Aware GAN for Customizable Makeup Transfer

Github: https://github.com/wtjiang98/PSGANhttps://github.com/wtjiang98/PSGAN

Paper: https://arxiv.org/abs/2105.12324v1

Dataset: https://buaaeducn-my.sharepoint.com/:u:/g/personal/jiangwentao_buaa_edu_cn/EcRNkF2bFY9AomfMfyd_B2ABUyZ7PtSeYoqFJKJbVvwMHg?e=PScTNw

👉 @bigdata_1

👍 1

Post #390 614 Feb 3, 2023, 10:56 UTC

SHAP (SHapley Additive exPlanations) is a game theoretic approach to explain the output of any machine learning model.

Github: https://github.com/slundberg/shap

Paper: https://arxiv.org/abs/2110.03309v1

👉 @bigdata_1

👍 2

Post #388 583 Feb 2, 2023, 05:00 UTC

Studying the Usage of Text-To-Text Transfer Transformer to Support Code-Related Tasks

Github: https://github.com/antonio-mastropaolo/T5-learning-ICSE_2021

Paper: https://arxiv.org/pdf/2102.02017.pdf

👉 @bigdata_1

Post #387 724 Feb 1, 2023, 20:49 UTC

🎯 Darts: User-Friendly Modern Machine Learning for Time Series

Github: https://github.com/unit8co/darts

Paper: https://arxiv.org/abs/2110.03224v1

Examples: https://unit8co.github.io/darts/examples.html

👉 @bigdata_1

👍 3

Post #386 765 Jan 28, 2023, 05:00 UTC

Unsupervised Scale-consistent Depth Learning from Video

Github: https://github.com/csjliang/LPTN

Paper: https://arxiv.org/abs/2105.11610v1

Project: https://jwbian.net/sc-sfmlearner/

👉 @bigdata_1

👍 1

Post #385 713 Jan 27, 2023, 05:00 UTC

FLAN: More generalizable Language Models with Instruction Fine-Tuning

Google research: https://ai.googleblog.com/2021/10/introducing-flan-more-generalizable.html

Github: https://github.com/google-research/FLAN

Paper: https://arxiv.org/abs/2109.01652

👉 @bigdata_1

Post #384 728 Jan 26, 2023, 05:00 UTC

A Python Package for Bayesian Time Series Forecasting and Inference

https://morioh.com/p/24731abbc7f0

Github: https://github.com/uber/orbit

Docs: https://orbit-ml.readthedocs.io/en/stable/

👉 @bigdata_1

Post #383 680 Jan 25, 2023, 05:00 UTC

Fast bottom-up method that jointly detects over 100 keypoints on humans or objects

Github: https://github.com/duncanzauss/keypoint_communities

Paper: https://arxiv.org/abs/2110.00988v1

Dataset: https://paperswithcode.com/dataset/coco

👉 @bigdata_1

Post #382 605 Jan 24, 2023, 05:00 UTC

High-Resolution Photorealistic Image Translation in Real-Time: A Laplacian Pyramid Translation Network

Github: https://github.com/csjliang/LPTN

Paper: https://arxiv.org/abs/2105.09188v1

👉 @bigdata_1

Post #381 622 Jan 23, 2023, 05:00 UTC

TSM: Temporal Shift Module for Efficient Video Understanding

Github: https://github.com/princeton-nlp/made

Website: https://hanlab.mit.edu/projects/tsm/

Paper: https://arxiv.org/abs/1811.08383

Dataset: https://paperswithcode.com/dataset/squad

👉 @bigdata_1

👍 1
🔥 1

Post #379 607 Jan 22, 2023, 05:00 UTC

Awesome list of datasets in 100+ categories
44 zettabytes of data

https://www.kdnuggets.com/2021/05/awesome-list-datasets.html

👉 @bigdata_1

👍 2

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