Pinned Repositories
ddpm-segmentation
Label-Efficient Semantic Segmentation with Diffusion Models (ICLR'2022)
DeDLOC
Official code for "Distributed Deep Learning in Open Collaborations" (NeurIPS 2021)
navigan
Navigating the GAN Parameter Space for Semantic Image Editing
rtdl
Research on Tabular Deep Learning: Papers & Packages
rtdl-num-embeddings
(NeurIPS 2022) On Embeddings for Numerical Features in Tabular Deep Learning
rtdl-revisiting-models
(NeurIPS 2021) Revisiting Deep Learning Models for Tabular Data
RuLeanALBERT
RuLeanALBERT is a pretrained masked language model for the Russian language that uses a memory-efficient architecture.
swarm
Official code for "SWARM Parallelism: Training Large Models Can Be Surprisingly Communication-Efficient"
tab-ddpm
[ICML 2023] The official implementation of the paper "TabDDPM: Modelling Tabular Data with Diffusion Models"
tabular-dl-tabr
The implementation of "TabR: Unlocking the Power of Retrieval-Augmented Tabular Deep Learning"
Yandex Research's Repositories
yandex-research/rtdl
Research on Tabular Deep Learning: Papers & Packages
yandex-research/ddpm-segmentation
Label-Efficient Semantic Segmentation with Diffusion Models (ICLR'2022)
yandex-research/tab-ddpm
[ICML 2023] The official implementation of the paper "TabDDPM: Modelling Tabular Data with Diffusion Models"
yandex-research/rtdl-num-embeddings
(NeurIPS 2022) On Embeddings for Numerical Features in Tabular Deep Learning
yandex-research/tabular-dl-tabr
The implementation of "TabR: Unlocking the Power of Retrieval-Augmented Tabular Deep Learning"
yandex-research/rtdl-revisiting-models
(NeurIPS 2021) Revisiting Deep Learning Models for Tabular Data
yandex-research/swarm
Official code for "SWARM Parallelism: Training Large Models Can Be Surprisingly Communication-Efficient"
yandex-research/DeDLOC
Official code for "Distributed Deep Learning in Open Collaborations" (NeurIPS 2021)
yandex-research/RuLeanALBERT
RuLeanALBERT is a pretrained masked language model for the Russian language that uses a memory-efficient architecture.
yandex-research/heterophilous-graphs
A Critical Look at the Evaluation of GNNs under Heterophily: Are We Really Making Progress?
yandex-research/invertible-cd
Invertible Consistency Distillation for Text-Guided Image Editing in Around 7 Steps
yandex-research/GBDT-uncertainty
yandex-research/DVAR
Official implementation of "Is This Loss Informative? Faster Text-to-Image Customization by Tracking Objective Dynamics" (NeurIPS 2023)
yandex-research/specexec
yandex-research/tabred
A Benchmark of Tabular Machine Learning in-the-Wild with real-world industry-grade tabular datasets
yandex-research/sparqling-queries
This repo in the implementation of EMNLP'21 paper "SPARQLing Database Queries from Intermediate Question Decompositions" by Irina Saparina, Anton Osokin
yandex-research/adaptive-diffusion
[CVPR2024] Adaptive Teacher-Student Collaboration for Text-Conditional Diffusion Models
yandex-research/moshpit-sgd
"Moshpit SGD: Communication-Efficient Decentralized Training on Heterogeneous Unreliable Devices", official implementation
yandex-research/gan-transfer
Supplementary code for "When, Why, and Which Pretrained GANs Are Useful?" (ICLR'22)
yandex-research/btard
Code for the paper "Secure Distributed Training at Scale" (ICML 2022)
yandex-research/vqdm
Official repository for VQDM:Accurate Compression of Text-to-Image Diffusion Models via Vector Quantization paper
yandex-research/structural-graph-shifts
Evaluating Robustness and Uncertainty of Graph Models Under Structural Distributional Shifts (NeurIPS'23)
yandex-research/gan_vs_diff_sr
Does Diffusion Beat GAN in Image Super Resolution?
yandex-research/classification-measures
Official implementation and data for 'Good Classification Measures and How to Find Them' (NeurIPS 2021)
yandex-research/text-to-img-hypernymy
Official code for "Hypernymy Understanding Evaluation of Text-to-Image Models via WordNet Hierarchy"
yandex-research/dnar
The implementation of "Discrete Neural Algorithmic Reasoning"
yandex-research/mind-your-format
Mind Your Format: Towards Consistent Evaluation of In-Context Learning Improvements
yandex-research/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)
yandex-research/msr
An official repository of "Multi-Sentence Resampling: A Simple Approach to Alleviate Dataset Length Bias and Beam-Search Degradation"
yandex-research/dgl
Python package built to ease deep learning on graph, on top of existing DL frameworks.