Anomalib: A Deep Learning Library for Anomaly Detection
Github: https://github.com/openvinotoolkit/anomalib
Docs: https://openvinotoolkit.github.io/anomalib/
Paper: https://arxiv.org/abs/2202.08341v1
Dataset: https://paperswithcode.com/dataset/btad
👉 @bigdata_1
Github: https://github.com/openvinotoolkit/anomalib
Docs: https://openvinotoolkit.github.io/anomalib/
Paper: https://arxiv.org/abs/2202.08341v1
Dataset: https://paperswithcode.com/dataset/btad
👉 @bigdata_1
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Instant Neural Graphics Primitives with a Multiresolution Hash Encoding
Github: https://github.com/nvlabs/instant-ngp
HashNeRF-pytorch: https://openvinotoolkit.github.io/anomalib/
Paper: https://arxiv.org/abs/2201.05989v1
👉 @bigdata_1
Github: https://github.com/nvlabs/instant-ngp
HashNeRF-pytorch: https://openvinotoolkit.github.io/anomalib/
Paper: https://arxiv.org/abs/2201.05989v1
👉 @bigdata_1
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
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
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
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
👍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
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
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
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
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
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
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
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
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
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
Github: https://github.com/mit-han-lab/pytorch-quantum
Paper: https://arxiv.org/abs/2107.10845v1
👉 @bigdata_1
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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
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
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
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
❤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
https://openai.com/blog/triton/
Github: https://github.com/openai/triton
Documents: https://triton-lang.org/
👉 @bigdata_1
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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
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
👍4
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
Github: https://github.com/karmaresearch/tab2know
Paper: https://arxiv.org/abs/2107.13306v1
👉 @bigdata_1