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

StyleNeRF: A Style-based 3D-Aware Generator for High-resolution Image Synthesis

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

Video: http://jiataogu.me/style_nerf

Paper: https://arxiv.org/abs/2110.08985

Project: http://jiataogu.me/style_nerf/

Dataset: https://github.com/facebookresearch/StyleNeRF#dataset

👉 @bigdata_1

Open-World Entity Segmentation Project Website

Github: https://github.com/dvlab-research/Entity

Paper: https://arxiv.org/abs/2107.14228v1

Project: http://luqi.info/Entity_Web/

👉 @bigdata_1

A Single Correspondence Is Enough: Robust Global Registration to Avoid Degeneracy in Urban Environments

Github: https://github.com/url-kaist/quatro

Video: http://jiataogu.me/style_nerf

Paper: https://arxiv.org/abs/2203.06612v1

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

👉 @bigdata_1

Introducing droidlet, a one-stop shop for modularly building intelligent agents

https://ai.facebook.com/blog/droidlet-a-one-stop-shop-for-modularly-building-intelligent-agents/

Paper: https://arxiv.org/pdf/2101.10384.pdf

👉 @bigdata_1

Test Suites for Validating ML Models & Data

Github: https://github.com/deepchecks/deepchecks

Example: https://docs.deepchecks.com/en/stable/examples/guides/quickstart_in_5_minutes.html

Docs: https://docs.deepchecks.com/

Paper: https://arxiv.org/abs/2203.08491v1

Blog: https://deepchecks.com/blog/

👉 @bigdata_1

Introducing droidlet, a one-stop shop for modularly building intelligent agents

Github: https://github.com/siyuhuang/TOD

Paper: https://arxiv.org/abs/2107.14153v1

👉 @bigdata_1

HybridNets: End2End Perception Network

Github: https://github.com/datvuthanh/HybridNets

Paper: https://arxiv.org/abs/2203.09035v1

Dataset: https://paperswithcode.com/dataset/bdd100k

Tasks: https://paperswithcode.com/task/traffic-object-detection

👉 @bigdata_1

ManiSkill: Learning-from-Demonstrations Benchmark for Generalizable Manipulation Skills

Github: https://github.com/haosulab/ManiSkill

Paper: https://arxiv.org/abs/2107.14483v1

👉 @bigdata_1