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deepdpm

"DeepDPM: Deep Clustering With An Unknown Number of Clusters" [CVPR 2022]

deformable-convolution-v2-pytorch

Deformable ConvNets V2 (DCNv2) in PyTorch

degradationmodel

deit

Official DeiT repository

di-engine

OpenDILab Decision AI Engine

diffusion

Denoising Diffusion Probabilistic Models

diffwave

DiffWave is a fast, high-quality neural vocoder and waveform synthesizer.

diva

Implementation of 'DIVA: Domain Invariant Variational Autoencoders'

dl-based-intelligent-diagnosis-benchmark

Source codes for the paper "Deep Learning Algorithms for Rotating Machinery Intelligent Diagnosis: An Open Source Benchmark Study"

domain-generalization

All about domain generalization

domain_adaptation_iccv15

A PyTorch implement of ICCV2015 "Simultaneous Deep Transfer Across Domains and Tasks"

dop

Codes accompanying the paper "DOP: Off-Policy Multi-Agent Decomposed Policy Gradients" (ICLR 2021, https://arxiv.org/abs/2007.12322)

dr-da

Sequential Domain Adaptation by Synthesizing Distributionally Robust Experts

dsn

Pytorch implementation of Domain Separation Networks

dta.pytorch

Official implementation of Drop to Adapt: Learning Discriminative Features for Unsupervised Domain Adaptation, to be presented at ICCV 2019.

efficient-gan-anomaly-detection

elegantrl

Scalable and Elastic Deep Reinforcement Learning Using PyTorch. Please star. 🔥

enas-pytorch

PyTorch implementation of "Efficient Neural Architecture Search via Parameters Sharing"

exploring-nasas-turbofan-dataset

collection of predictive maintenance solutions for NASAs turbofan (CMAPSS) dataset

facmac

few-shot-transfer-learning

Few-shot Transfer Learning for Intelligent Fault Diagnosis of Machine

few_shot_distribution_calibration

[ICLR2021 Oral] Free Lunch for Few-Shot Learning: Distribution Calibration

fewshot-can

Code of Cross Attention Network for Few-shot Classification (NeurIPS 2019).

fewshotwithoutforgetting

flappy-bird-deep-q-learning-pytorch

Deep Q-learning for playing flappy bird game

fourierflow

[ML4PS @ NeurIPS 2021] Factorized Fourier Neural Operators

fscil

Official repository for Few-Shot Class-Incremental Learning (FSCIL)

fss

Prototype-based Incremental Few-Shot Semantic Segmentation

google-research

Google Research

gpl

Powerful unsupervised domain adaptation method for dense retrieval. Requires only unlabeled corpus and yields massive improvement: https://arxiv.org/abs/2112.07577