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ai-tech-interview

👩‍💻👨‍💻 AI 엔지니어 기술 면접 스터디 (⭐️ 1k+)

ai_prediction_with_temporal_convolutional_network

The repository has the PyTorch codes to reproduce the results for our recently accepted paper, "Estimation of Acoustic Impedance from Seismic Data using Temporal Convolutional Network", in SEG Technical Program Expanded Abstracts, 2019.

arpl

[TPAMI 2021] Adversarial Reciprocal Points Learning for Open Set Recognition

balancedmetasoftmax-classification

[NeurIPS 2020] Balanced Meta-Softmax for Long-Tailed Visual Recognition

bioma-tcn-ae

Minimal Working Example of a (baseline) Temporal Convolutional Autoencoder (TCN-AE) for Anomaly Detection in Time Series

computational_photography

confidence_estimation

Learning Confidence for Out-of-Distribution Detection in Neural Networks

data-augmentation-automated

dft

feature-space-augmentation-for-long-tailed-data

Unofficial implementation of ECCV 2020 paper "Feature Space Augmentation for Long-Tailed Data"

frets

Official implementation of the paper "Frequency-domain MLPs are More Effective Learners in Time Series Forecasting"

glmc

[CVPR2023] Global and Local Mixture Consistency Cumulative Learning for Long-tailed Visual Recognitions

image-retrieval

opendet2

Official code of the paper "Expanding Low-Density Latent Regions for Open-Set Object Detection" (CVPR 2022)

owod

(CVPR 2021 Oral) Open World Object Detection

patchtst

An offical implementation of PatchTST: "A Time Series is Worth 64 Words: Long-term Forecasting with Transformers." (ICLR 2023) https://arxiv.org/abs/2211.14730

pytorch-center-loss

Pytorch implementation of Center Loss

pytorch-tcn

(Realtime) Temporal Convolutions in PyTorch

risda

Code for: Imagine by Reasoning: A Reasoning-Based Implicit Semantic Data Augmentation for Long-Tailed Classification

simple_classifier

sumo-continuous-selfdriving

Reinforcement Learning based autonomous driving system connected with edge-cloud

supir

SUPIR aims at developing Practical Algorithms for Photo-Realistic Image Restoration In the Wild

tailcalibx

Pytorch implementation of Feature Generation for Long-Tail Classification by Rahul Vigneswaran, Marc T Law, Vineeth N Balasubramaniam and Makarand Tapaswi

timevqvae

[official] PyTorch implementation of TimeVQVAE from the paper ["Vector Quantized Time Series Generation with a Bidirectional Prior Model", AISTATS 2023]

timevqvae-anomalydetection

[official] PyTorch implementation of TimeVQVAE-AD, a time series anomaly detection model.

ts2vec

A universal time series representation learning framework

usad

uwb_tdoa_dataset

Dataset of the UWB TDOA measurements from Bitcraze's Loco Positioning System

wifi_sensing_2.0

yolov7_d2

🔥🔥🔥🔥 (Earlier YOLOv7 not official one) YOLO with Transformers and Instance Segmentation, with TensorRT acceleration! 🔥🔥🔥