Artificial Intelligence

Deep Learning Interviews book: Hundreds of fully solved job interview questions from a wide range of key topics in AI

📖 Book

@datascienceiot

1.35K views07:47

A Transformer-Based Siamese Network for Change Detection

Github: https://github.com/wgcban/changeformer

Paper: https://arxiv.org/abs/2201.01293v1

@ArtificialIntelligencedl

1.49K views07:48

Artificial Intelligence

Minimum Viable Study Plan for Machine Learning Interviews

https://github.com/khangich/machine-learning-interview

@ArtificialIntelligencedl

GitHub

GitHub - khangich/machine-learning-interview: Machine Learning Interviews from FAANG, Snapchat, LinkedIn. I have offers from Snapchat…

Machine Learning Interviews from FAANG, Snapchat, LinkedIn. I have offers from Snapchat, Coupang, Stitchfix etc. Blog: mlengineer.io. - khangich/machine-learning-interview

1.57K views07:34

Artificial Intelligence

✔️ Python library with Neural Networks for Image Segmentation based on Keras and TensorFlow.

Github: https://github.com/qubvel/segmentation_models

Paper: https://arxiv.org/abs/2201.02107v1

Tasks: https://paperswithcode.com/task/semantic-segmentation

@ArtificialIntelligencedl

1.48K views08:20

Artificial Intelligence

HuSpaCy: Industrial-strength Hungarian NLP

Github: https://github.com/huspacy/huspacy

Paper: https://arxiv.org/abs/2201.01956v1

Dataset: https://paperswithcode.com/dataset/universal-dependencies

@ArtificialIntelligencedl

GitHub

GitHub - huspacy/huspacy: HuSpaCy: industrial-strength Hungarian natural language processing

HuSpaCy: industrial-strength Hungarian natural language processing - huspacy/huspacy

1.51K views09:04

Artificial Intelligence

🚶 Pedestron is a MMdetection based repository, that focuses on the advancement of research on pedestrian detection.

Github: https://github.com/hasanirtiza/Pedestron

Paper: https://arxiv.org/abs/2201.03176v1

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

@ArtificialIntelligencedl

1.45K views07:50

Artificial Intelligence

⛓ ConvNeXt, a pure ConvNet model constructed entirely from standard ConvNet modules.

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

Paper: https://arxiv.org/abs/2201.03545v1

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

@ArtificialIntelligencedl

👍1

2.22K views07:09

Artificial Intelligence

🔩 Prompt-BERT: Prompt makes BERT Better at Sentence Embeddings

Github: https://github.com/kongds/prompt-bert

Paper: https://arxiv.org/abs/2201.04337v1

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

@ArtificialIntelligencedl

1.43K views08:56

Artificial Intelligence

📌 Fully Adaptive Bayesian Algorithm for Data Analysis

Github: https://github.com/pablomsanala/fabada

Paper: https://arxiv.org/abs/2201.05145v1

Demo: https://github.com/PabloMSanAla/fabada

@ArtificialIntelligencedl

1.75K viewsedited 09:05

Artificial Intelligence

Transfer Learning for Image Recognition and Natural Language Processing

https://www.kdnuggets.com/2022/01/transfer-learning-image-recognition-natural-language-processing.html

@ArtificialIntelligencedl

1.49K views07:27

Artificial Intelligence

Boundary-aware Self-supervised Learning for Video Scene Segmentation

Github: https://github.com/kakaobrain/bassl

Paper: https://arxiv.org/abs/2201.05277v1

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

@ArtificialIntelligencedl

1.38K views08:53

Artificial Intelligence

Label-dependent and event-guided interpretable disease risk prediction using EHRs

Github: https://github.com/finnickniu/lerp

Paper: https://arxiv.org/abs/2201.06783v1

Dataset: https://paperswithcode.com/dataset/mimic-iii

@ArtificialIntelligencedl

1.51K views08:24

Artificial Intelligence

🧪 Structure-Based Drug-Drug Interaction Detection via Expressive Graph Convolutional Networks and Deep Sets

Github: https://github.com/AstraZeneca/chemicalx

Paper: https://ojs.aaai.org/index.php/AAAI/article/view/7236

Dataset: https://chemicalx.readthedocs.io/en/latest/notes/introduction.html#datasets

@ArtificialIntelligencedl

1.48K views08:50

Artificial Intelligence

▪️ Decoupling the Depth and Scope of Graph Neural Networks

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

Paper: https://arxiv.org/abs/2201.07858v1

@ArtificialIntelligencedl

GitHub

GitHub - facebookresearch/shaDow_GNN: [NeurIPS 2021]: Improve the GNN expressivity and scalability by decoupling the depth and…

[NeurIPS 2021]: Improve the GNN expressivity and scalability by decoupling the depth and receptive field of state-of-the-art GNN architectures - facebookresearch/shaDow_GNN

1.64K views07:55

Artificial Intelligence

💫 GVSoC: A Highly Configurable, Fast and Accurate Full-Platform Simulator for RISC-V based IoT Processors

Github: https://github.com/pulp-platform/pulp-sdk

Paper: https://arxiv.org/abs/2201.08166v1

@ArtificialIntelligencedl

1.49K views09:18

Artificial Intelligence

Explain NLP Models with LIME

https://www.kdnuggets.com/2022/01/explain-nlp-models-lime.html

@ArtificialIntelligencedl

1.81K views09:04

Artificial Intelligence

A Transformer-Based Feature Segmentation and Region Alignment Method For UAV-View Geo-Localization

Github: https://github.com/dmmm1997/fsra

Paper: https://arxiv.org/abs/2201.09206v1

@ArtificialIntelligencedl

1.59K views08:39

Artificial Intelligence

⭕ Interpretable Control Exploration and Counterfactual Explanation (ICE) on StyleGAN

Github: https://github.com/prclibo/ice

Paper: https://arxiv.org/abs/2201.09689v1

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

@ArtificialIntelligencedl

1.67K views09:33

Artificial Intelligence

DocEnTr: An End-to-End Document Image Enhancement Transformer

Github: https://github.com/dali92002/docentr

Paper: https://arxiv.org/pdf/2201.10252v1.pdf

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

@ArtificialIntelligencedl

1.76K views10:01

Artificial Intelligence

👺 Masked Autoencoders: A PyTorch Implementation

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

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

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

@ArtificialIntelligencedl

1.64K views12:04

Artificial Intelligence

🔝 Omnivore: A Single Model for Many Visual Modalities

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

Code: https://github.com/facebookresearch/omnivore/blob/main/inference_tutorial.ipynb

Paper: https://arxiv.org/abs/2201.08377

Dataset: https://paperswithcode.com/dataset/epic-kitchens-100

@ArtificialIntelligencedl

2.14K views12:23

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