Image Fusion Transformer

Github: https://github.com/Vibashan/Image-Fusion-Transformer

Paper: https://arxiv.org/abs/2107.09011v2

Dataset: https://paperswithcode.com/dataset/kaist-urban

👉 @bigdata_1

Coverage-Guided Tensor Compiler Fuzzing with Joint IR-Pass Mutation

Github: https://github.com/tzer-anonbot/tzer

Docs: https://tzer.readthedocs.io/en/latest/markdown/artifact.html

Paper: https://arxiv.org/abs/2202.09947v1

👉 @bigdata_1

Deepmind's WikiGraphs: A Wikipedia Text - Knowledge Graph Paired Dataset

This package provides tools to download the WikiGraphs dataset

Github: https://github.com/deepmind/deepmind-research/tree/master/wikigraphs

Paper: https://arxiv.org/abs/2107.09556v1

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

👉 @bigdata_1

🔥 The Complete Collection of Data Science Cheat Sheets

https://www.kdnuggets.com/2022/02/complete-collection-data-science-cheat-sheets-part-2.html

👉 @bigdata_1

ESPnet: end-to-end speech processing toolkit

Github: https://github.com/espnet/espnet

Paper: https://arxiv.org/abs/2107.09011v2

Notebook: https://github.com/espnet/notebook

👉 @bigdata_1

One-shot Affordance Detection

Github: https://github.com/lhc1224/OSAD_Net

Paper: https://arxiv.org/abs/2202.12076v1

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

👉 @bigdata_1

Test-Agnostic Long-Tailed Recognition by Test-Time Aggregating Diverse Experts with Self-Supervision

Github: https://github.com/Vanint/TADE-AgnosticLT

Paper: https://arxiv.org/abs/2107.09249v1

Dataset: https://paperswithcode.com/dataset/cifar-10

👉 @bigdata_1

Visual Attention Network (VAN)

Github: https://github.com/Visual-Attention-Network/VAN-Classification

Paper: https://arxiv.org/pdf/2202.09741.pdf

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

👉 @bigdata_1

Manifold learning-based polynomial chaos expansions for high-dimensional surrogate models

Github: https://github.com/katiana22/GDM-PCE

Paper: https://arxiv.org/abs/2107.09814

👉 @bigdata_1

Local and Global GANs with Semantic-Aware Upsampling for Image Generation

Github: https://github.com/Ha0Tang/LGGAN

Paper: https://arxiv.org/abs/2203.00047v1

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

👉 @bigdata_1

Curated papers, articles, and blogs on data science & machine learning in production

https://github.com/eugeneyan/applied-ml

👉 @bigdata_1

Bayesian IRT models in Python

Github: https://github.com/nd-ball/py-irt

Paper: https://arxiv.org/abs/2203.01282v1

Bayesian IRT: https://m-clark.github.io/models-by-example/bayesian-irt.html

👉 @bigdata_1

QuantumNAS: Noise-Adaptive Search for Robust Quantum Circuits

Github: https://github.com/mit-han-lab/pytorch-quantum

Paper: https://arxiv.org/abs/2107.10845v1

👉 @bigdata_1

Beyond 3D Siamese Tracking: A Motion-Centric Paradigm for 3D Single Object Tracking in Point Clouds

Github: https://github.com/ghostish/open3dsot

Paper: https://arxiv.org/abs/2203.01730v1

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

👉 @bigdata_1

Human Pose Regression with Residual Log-likelihood Estimation

Github: https://github.com/Jeff-sjtu/res-loglikelihood-regression

Paper: https://arxiv.org/abs/2107.11291

Project: https://jeffli.site/res-loglikelihood-regression/

👉 @bigdata_1

StyleSDF: High-Resolution 3D-Consistent Image and Geometry Generation

Github: https://github.com/royorel/StyleSDF

Paper: https://arxiv.org/abs/2112.11427v1

Project: https://stylesdf.github.io/

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

👉 @bigdata_1

Introducing Triton: Open-Source GPU Programming for Neural Networks

https://openai.com/blog/triton/

Github: https://github.com/openai/triton

Documents: https://triton-lang.org/

👉 @bigdata_1

Kubric A data generation pipeline for creating semi-realistic synthetic multi-object videos

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

Paper: https://arxiv.org/abs/2203.03570v1

Docs: https://kubric.readthedocs.io/

Dataset: https://github.com/deepmind/multi_object_datasets

👉 @bigdata_1

Tab2Know: Building a Knowledge Base from Tables in Scientific Papers

Github: https://github.com/karmaresearch/tab2know

Paper: https://arxiv.org/abs/2107.13306v1

👉 @bigdata_1

Probabilistic Warp Consistency for Weakly-Supervised Semantic Correspondences

Github: https://github.com/PruneTruong/DenseMatching

Paper: https://arxiv.org/abs/2203.04279v1

Project: https://prunetruong.com/research/warpc

Dataset: https://paperswithcode.com/dataset/pf-pascal

👉 @bigdata_1

DALL·E Mini

Generate images from a text prompt

Demo: https://huggingface.co/spaces/flax-community/dalle-mini

Github: https://github.com/borisdayma/dalle-mini

Paper: https://openai.com/blog/dall-e/

👉 @bigdata_1