🧠 Multimodal Neurons in Artificial Neural Networks

https://openai.com/blog/multimodal-neurons/

Github: https://github.com/openai/CLIP-featurevis

Paper: https://distill.pub/2021/multimodal-neurons/

👉 @bigdata_1

Generating Beautiful Neural Network Visualizations

https://www.kdnuggets.com/2020/12/generating-beautiful-neural-network-visualizations.html

👉 @bigdata_1

Anycost GAN

Anycost GANs for Interactive Image Synthesis and Editing

https://hanlab.mit.edu/projects/anycost-gan/

Github: https://github.com/mit-han-lab/anycost-gan

Paper: https://arxiv.org/abs/2103.03243

👉 @bigdata_1

Towards Faster and Stabilized GAN Training for High-fidelity Few-shot Image Synthesis.

Github: https://github.com/lucidrains/lightweight-gan

Paper: https://openreview.net/forum?id=1Fqg133qRaI

👉 @bigdata_1

RTAB-Map

Real-Time Appearance-Based Mapping

http://introlab.github.io/rtabmap/

Github: https://github.com/introlab/rtabmap

Paper: https://arxiv.org/abs/2103.03827v1

👉 @bigdata_1

Factor Normalization for Deep Neural Network Models

Github: https://github.com/HazardNeo4869/FactorNormalization

Paper: https://openreview.net/forum?id=LcPefbNSwx_

👉 @bigdata_1

Precise Multi-Neuron Abstractions for Neural Network Certification

Github : https://github.com/eth-sri/eran

Paper: https://arxiv.org/abs/2103.03638v1

👉 @bigdata_1

180 Data Science and Machine Learning Projects with Python

https://medium.com/coders-camp/180-data-science-and-machine-learning-projects-with-python-6191bc7b9db9

👉 @bigdata_1

Virtual Try-on via Distilling Appearance Flows, CVPR 2021

Github: https://github.com/geyuying/PF-AFN

Paper: https://arxiv.org/abs/2103.04559

👉 @bigdata_1

TransTrack: Multiple-Object Tracking with Transformer

Github: https://github.com/PeizeSun/TransTrack

Paper: https://arxiv.org/abs/2012.15460v1

👉 @bigdata_1

Train and serve a TensorFlow model with TensorFlow Serving

https://www.tensorflow.org/tfx/tutorials/serving/rest_simple

Code: https://github.com/tensorflow/tfx/blob/master/docs/tutorials/serving/rest_simple.ipynb

Dataset: https://github.com/zalandoresearch/fashion-mnist

👉 @bigdata_1

All Machine Learning Algorithms You Should Know in 2021

https://www.kdnuggets.com/2021/01/machine-learning-algorithms-2021.html

👉 @bigdata_1

Involution: Inverting the Inherence of Convolution for Visual Recognition

Github: https://github.com/d-li14/involution

Paper: https://arxiv.org/abs/2103.06255

OpenMMLab: https://openmmlab.com/

👉 @bigdata_1

CRSLab

is an open-source toolkit for building Conversational Recommender System (CRS)

Github: https://github.com/RUCAIBox/CRSLab

Paper: https://arxiv.org/pdf/2101.00939.pdf

Documentation: https://crslab.readthedocs.io/en/latest/?badge=latest

👉 @bigdata_1

Strawberry Fields is a full-stack Python library for designing, simulating, and optimizing continuous-variable quantum optical circuits.

Github: https://github.com/XanaduAI/strawberryfields

Paper: https://arxiv.org/pdf/2103.05530v1.pdf

👉 @bigdata_1