Bayes-Newton Methods for Approximate Bayesian Inference with PSD Guarantees

Github: https://github.com/AaltoML/BayesNewton

Paper: https://arxiv.org/abs/2111.01721v1

👉 @bigdata_1

XCiT: Cross-Covariance Image Transformers

Github: https://github.com/facebookresearch/xcit

Paper: https://arxiv.org/abs/2106.09681v1

👉 @bigdata_1

OpenPrompt: An Open-source Framework for Prompt-learning

Github: https://github.com/thunlp/OpenPrompt

Paper: https://arxiv.org/abs/2111.01998v1

👉 @bigdata_1

LMs for biomedical KG completion

Github: https://github.com/rahuln/lm-bio-kgc

Paper: https://arxiv.org/abs/2106.09700

👉 @bigdata_1

Alias-Free Generative Adversarial Networks (StyleGAN3)

Github: https://github.com/pdillis/stylegan3-fun

Paper: https://arxiv.org/abs/2111.02175v1

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

👉 @bigdata_1

RLCard: A Toolkit for Reinforcement Learning in Card Games

Github: https://github.com/datamllab/rlcard

DouZero: https://github.com/kwai/DouZero

Paper: https://arxiv.org/abs/2106.06135v1

👉 @bigdata_1

Adversarial poison generation and evaluation

Github: https://github.com/lhfowl/adversarial_poisons

Paper: https://arxiv.org/abs/2106.10807

👉 @bigdata_1

👁‍🗨 OCR Post Correction for Endangered Language Texts

Github: https://github.com/shrutirij/ocr-post-correction

Paper: https://arxiv.org/abs/2111.02622v1

Docs: https://shrutirij.github.io/ocr-el/

👉 @bigdata_1

🧠 Tiny CUDA Neural Networks

Github: https://github.com/nvlabs/tiny-cuda-nn

Paper: https://arxiv.org/abs/2106.12372v1

👉 @bigdata_1

🔵 BlueFog: Make Decentralized Algorithms Practical for Optimization and Deep Learning

Github: https://github.com/Bluefog-Lib/bluefog

Paper: https://arxiv.org/abs/2111.04287v1

Docs: https://bluefog-lib.github.io/bluefog/performance.html

👉 @bigdata_1

Cartoon-StyleGan2 🙃 : Fine-tuning StyleGAN2 for Cartoon Face Generation

Github: https://github.com/happy-jihye/Cartoon-StyleGan2

Paper: https://arxiv.org/abs/2106.12445

Colab: https://colab.research.google.com/github/happy-jihye/Cartoon-StyleGan2/blob/main/Cartoon_StyleGAN2.ipynb

👉 @bigdata_1

🔝 SustainBench: Benchmarks for Monitoring the Sustainable Development Goals with Machine Learning

Github: https://github.com/sustainlab-group/sustainbench

Paper: https://arxiv.org/abs/2111.04724v1

Datasets: https://sustainlab-group.github.io/sustainbench/docs/datasets/

👉 @bigdata_1

VOLO: Vision Outlooker for Visual Recognition

Github: https://github.com/sail-sg/volo

Paper: https://arxiv.org/abs/2106.13112

👉 @bigdata_1

🏡 AlphaGardenSim

The simulator implements a custom OpenAI gym reinforcement learning environment for this polyculture farming setup.

Github: https://github.com/berkeleyautomation/alphagarden

Paper: https://arxiv.org/abs/2111.06014v1

Project: https://rieff.jacksonchui.ai/

👉 @bigdata_1

Neural Network Pruning

Github: https://github.com/lucaslie/torchprune

Paper: https://arxiv.org/abs/2106.12718v1

👉 @bigdata_1

📌 Dense Unsupervised Learning for Video Segmentation

Github: https://github.com/visinf/dense-ulearn-vos

Paper: https://openreview.net/pdf?id=i8kfkuiCJCI

Video: https://www.youtube.com/watch?v=BqVtZJSLOzg&ab_channel=VisualInference

Dataset: https://paperswithcode.com/dataset/davis-2017

👉 @bigdata_1

CAMS: Color-Aware Multi-Style Transfer

Github: https://github.com/mahmoudnafifi/color-aware-style-transfer

Paper: https://arxiv.org/abs/2106.13920v1

👉 @bigdata_1

🔄 Unofficial PyTorch implementation of Masked Autoencoders Are Scalable Vision Learners

Github: https://github.com/pengzhiliang/MAE-pytorch

Paper: https://arxiv.org/abs/2111.06377

Pytorch: https://github.com/lucidrains/vit-pytorch

Dataset: https://paperswithcode.com/dataset/ade20k

👉 @bigdata_1

Deep Equilibrium Models

Github: https://github.com/locuslab/deq

Paper: https://arxiv.org/abs/2106.14342v1

👉 @bigdata_1

📶 Word Embeddings Transformers In SVM Classifier Using Python

https://www.nbshare.io/notebook/197284676/Word-Embeddings-Transformers-In-SVM-Classifier-Using-Python/

👉 @bigdata_1