Yandex Research (@yandex-research)
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yandex-research

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  • Stars
    star
    3,592
  • Global Org. Rank 6,011 (Top 2 %)
  • Registered almost 4 years ago
  • Most used languages
    Python
         71.9 %
    Jupyter Notebook
         28.1 %

Top repositories

1

rtdl

Research on Tabular Deep Learning: Papers & Packages
Python
864
star
2

ddpm-segmentation

Label-Efficient Semantic Segmentation with Diffusion Models (ICLR'2022)
Python
655
star
3

tab-ddpm

[ICML 2023] The official implementation of the paper "TabDDPM: Modelling Tabular Data with Diffusion Models"
Python
346
star
4

navigan

Navigating the GAN Parameter Space for Semantic Image Editing
Jupyter Notebook
296
star
5

rtdl-num-embeddings

(NeurIPS 2022) On Embeddings for Numerical Features in Tabular Deep Learning
Python
295
star
6

tabular-dl-tabr

The implementation of "TabR: Unlocking the Power of Retrieval-Augmented Tabular Deep Learning"
Python
231
star
7

rtdl-revisiting-models

(NeurIPS 2021) Revisiting Deep Learning Models for Tabular Data
Python
191
star
8

swarm

Official code for "SWARM Parallelism: Training Large Models Can Be Surprisingly Communication-Efficient"
Python
115
star
9

DeDLOC

Official code for "Distributed Deep Learning in Open Collaborations" (NeurIPS 2021)
Jupyter Notebook
114
star
10

RuLeanALBERT

RuLeanALBERT is a pretrained masked language model for the Russian language that uses a memory-efficient architecture.
Python
89
star
11

heterophilous-graphs

A Critical Look at the Evaluation of GNNs under Heterophily: Are We Really Making Progress?
Python
86
star
12

invertible-cd

Invertible Consistency Distillation for Text-Guided Image Editing in Around 7 Steps
Python
63
star
13

GBDT-uncertainty

Jupyter Notebook
50
star
14

graph-glove

PyTorch code for the EMNLP 2020 paper "Embedding Words in Non-Vector Space with Unsupervised Graph Learning"
Python
40
star
15

DVAR

Official implementation of "Is This Loss Informative? Faster Text-to-Image Customization by Tracking Objective Dynamics" (NeurIPS 2023)
Python
35
star
16

sparqling-queries

This repo in the implementation of EMNLP'21 paper "SPARQLing Database Queries from Intermediate Question Decompositions" by Irina Saparina, Anton Osokin
Python
34
star
17

moshpit-sgd

"Moshpit SGD: Communication-Efficient Decentralized Training on Heterogeneous Unreliable Devices", official implementation
Jupyter Notebook
28
star
18

adaptive-diffusion

[CVPR2024] Adaptive Teacher-Student Collaboration for Text-Conditional Diffusion Models
Python
26
star
19

gan-transfer

Supplementary code for "When, Why, and Which Pretrained GANs Are Useful?" (ICLR'22)
Jupyter Notebook
24
star
20

specexec

Python
15
star
21

btard

Code for the paper "Secure Distributed Training at Scale" (ICML 2022)
Python
14
star
22

structural-graph-shifts

Evaluating Robustness and Uncertainty of Graph Models Under Structural Distributional Shifts (NeurIPS'23)
Python
10
star
23

crosslingual_winograd

"It's All in the Heads" (Findings of ACL 2021), official implementation and data
Python
10
star
24

distill-nf

Code for the paper: Distilling the Knowledge from Conditional Normalizing Flows
Jupyter Notebook
9
star
25

gan_vs_diff_sr

Does Diffusion Beat GAN in Image Super Resolution?
8
star
26

classification-measures

Official implementation and data for 'Good Classification Measures and How to Find Them' (NeurIPS 2021)
Python
7
star
27

tabred

A Benchmark of Tabular Machine Learning in-the-Wild with real-world industry-grade tabular datasets
Python
7
star
28

text-to-img-hypernymy

Official code for "Hypernymy Understanding Evaluation of Text-to-Image Models via WordNet Hierarchy"
Jupyter Notebook
6
star
29

learnable-init

Code for the paper: Discovering Weight Initializers with Meta-Learning
Jupyter Notebook
5
star
30

mind-your-format

Mind Your Format: Towards Consistent Evaluation of In-Context Learning Improvements
Jupyter Notebook
5
star
31

dnar

The implementation of "Discrete Neural Algorithmic Reasoning"
Python
5
star
32

proxy-dirichlet-distillation

Implementation of "Scaling Ensemble Distribution Distillation to Many Classes with Proxy Targets" (NeurIPS 2021) and "Uncertainty Estimation in Autoregressive Structured Prediction" (ICLR 2021)
Python
3
star
33

msr

An official repository of "Multi-Sentence Resampling: A Simple Approach to Alleviate Dataset Length Bias and Beam-Search Degradation"
Python
2
star
34

vqdm

Official repository for VQDM:Accurate Compression of Text-to-Image Diffusion Models via Vector Quantization paper
1
star