sota

There are 7 repositories under sota topic.

microsoft / nlp-recipes
Natural Language Processing Best Practices & Examples
azure-ml best-practices deep-learning machine-learning mlflow natural-language natural-language-inference natural-language-processing natural-language-understanding nli nlp nlu pretrained-models sota text text-classification transfomer
Language:Python 6342
JDAI-CV / fast-reid
SOTA Re-identification Methods and Toolbox
apex baseline computer-vision image-retrieval image-search open-reid person-reid person-reidentification pytorch random-erasing re-identification re-ranking reids sota toolbox
Language:Python 3326
louisfb01 / best_AI_papers_2022
A curated list of the latest breakthroughs in AI (in 2022) by release date with a clear video explanation, link to a more in-depth article, and code.
2022 ai artificial-intelligence computer-science computer-vision deep-learning innovation machine-learning machinelearning neural-network paper papers python sota state-of-art state-of-the-art technology
3203
louisfb01 / best_AI_papers_2021
A curated list of the latest breakthroughs in AI (in 2021) by release date with a clear video explanation, link to a more in-depth article, and code.
2021 ai artificial-intelligence artificialintelligence computer-science computer-vision deep-learning innovation machine-learning machinelearning paper papers python research research-paper sota sota-technique state-of-art state-of-the-art technology
2915
louisfb01 / Best_AI_paper_2020
A curated list of the latest breakthroughs in AI by release date with a clear video explanation, link to a more in-depth article, and code
2020 ai artificial-intelligence artificialintelligence computer-vision deep-learning deep-neural-networks deeplearning list machine-learning machinelearning paper paper-references papers sota sota-technique state-of-art state-of-art-general-segmentation state-of-the-art state-of-the-art-models
2224
aimerou / awesome-ai-papers
A curated list of the most impressive AI papers
ai deep-learning machine-learning papers research sota state-of-the-art awesome awesome-list
620
hijkzzz / pymarl2
Fine-tuned MARL algorithms on SMAC (100% win rates on most scenarios)
marl reinforcement-learning smac sota starcraft
Language:Python 583
dev-sungman / Awesome-Self-Supervised-Papers
Paper bank for Self-Supervised Learning
self-supervised-learning cvpr2020 self-supervised sota awesome
576
torchlayers
szymonmaszke / torchlayers
Shape and dimension inference (Keras-like) for PyTorch layers and neural networks
deep-learning framework inference keras layers library machine-learning pytorch shape sota
Language:Python 569
DeepTecher / AutonomousVehiclePaper
无人驾驶相关论文速递
autonomous-driving paper-review deep-learning sota code object-detection motion-planning
491
HuangCongQing / 3D-Point-Clouds
🔥3D点云目标检测&语义分割(深度学习)-SOTA方法,代码,论文,数据集等
3d-detection 3d-point-cloud 3d-point-clouds 3d-semantic-segmentation cpp dataset deep-learning pcl point-cloud python3 ros ros-melodic sota
Language:Jupyter Notebook 404
vballoli / nfnets-pytorch
NFNets and Adaptive Gradient Clipping for SGD implemented in PyTorch. Find explanation at tourdeml.github.io/blog/
adaptive-gradient-clipping deepmind image-classification nfnets paper pytorch sgd sota
Language:Python 342
kobiso / Computer-Vision-Leaderboard
Comparison of famous convolutional neural network models
cnn convolutional-neural-network imagenet sota computer-vision image-retrieval cars196 cub200 in-shop sop
322
keonlee9420 / Comprehensive-Transformer-TTS
A Non-Autoregressive Transformer based Text-to-Speech, supporting a family of SOTA transformers with supervised and unsupervised duration modelings. This project grows with the research community, aiming to achieve the ultimate TTS
text-to-speech supervised unsupervised non-autoregressive non-ar multi-speaker ultimate-tts tts pytorch comprehensive single-speaker fastspeech transformer neural-tts fastspeech2 hifi-gan mel-gan sota speech-synthesis deep-learning
Language:Python 315
Lotayou / Face-Renovation
Official repository of the paper "HiFaceGAN: Face Renovation via Collaborative Suppression and Replenishment".
benchmark sota image-restoration
Language:Python 284
Arthur151 / SOTA-on-monocular-3D-pose-and-shape-estimation
State-of-the-art methods on monocular 3D pose estimation / 3D mesh recovery
3d-mesh 3d-pose-estimation benchmark sota survey
Language:Python 256
princeton-vl / SimpleView
Official Code for ICML 2021 paper "Revisiting Point Cloud Shape Classification with a Simple and Effective Baseline"
point-cloud point-cloud-processing icml-2021 simpleview modelnet-dataset modelnet40 sota 3d-vision point-cloud-classification pointnet pointnet2 dgcnn rscnn scanobjectnn
Language:Python 151
keonlee9420 / Comprehensive-E2E-TTS
A Non-Autoregressive End-to-End Text-to-Speech (text-to-wav), supporting a family of SOTA unsupervised duration modelings. This project grows with the research community, aiming to achieve the ultimate E2E-TTS
deep-learning end-to-end fastspeech2 hifi-gan jets multi-speaker neural-tts non-ar non-autoregressive pytorch single-speaker sota speech-synthesis text-to-speech text-to-wav tts ultimate-tts unsupervised
Language:Python 142
mdv3101 / CDeCNet
CDeC-Net: Composite Deformable Cascade Network for Table Detection in Document Images
table-detection sota table pytorch cdec-net benchmark-datasets table-detection-using-deep-learning object-detection
Language:Python 132
sithu31296 / sota-backbones
A collection of SOTA Image Classification Models in PyTorch
image-classification pytorch vision-transformer mlp-mixer sota object-recognition imagenet cnn transformer mlp deep-learning quantization
Language:Python 128
louisfb01 / top-10-cv-papers-2021
A curated list of the top 10 computer vision papers in 2021 with video demos, articles, code and paper reference.
2021 gans transformers ai computer-vision python machine-learning deep-learning paper technology innovation state-of-art sota state-of-the-art sota-technique research-paper machinelearning research
126
Media-Smart / SKU110K-DenseDet
A state of art detector for densely packed scenes dataset SKU-110K
object-detection sku110k sota
Language:Python 109
ResidualAttentionNetwork
PistonY / ResidualAttentionNetwork
A Gluon implement of Residual Attention Network. Best acc on cifar10-97.78%.
residual-attention-network gluon mxnet gluon-cv sota deep-learning cifar10
Language:Python 106
Perceiver-Music-Transformer
asigalov61 / Perceiver-Music-Transformer
SOTA Google's Perceiver-AR Music Transformer Implementation and Model
artificial-intelligence google large-scale-machine-learning midi multi-instrumental music-ai music-composition music-generation music-generation-deep-learning music-transformer perceiver-ar piano-transformer sota text-to-music
Language:Python 90
HaochengWan / PVT
PVT: Point-Voxel Transformer for 3D Deep Learning
point-cloud pytorch pvt modelnet40 shapenet s3dis kitti point-cloud-processing sota
Language:Python 85
SuperPiano
asigalov61 / SuperPiano
Absolutely amazing SOTA Google Colab (Jupyter) Notebooks for creating/training SOTA Music AI models and for generating music with Transformer technology (Google XLNet/Transformer-XL)
xlnet music-generation artificial-intelligence music-composition machine-learning transformers transformer-xl fastai piano sota awesome pytorch-implementation music piano-colab performer reformer music-transformer
Language:Jupyter Notebook 76
PistonY / ModelZoo.pytorch
Hands on Imagenet training. Unofficial ModelZoo project on Pytorch. MobileNetV3 Top1 75.64🌟 GhostNet1.3x 75.78🌟
python3 pytorch modelzoo imagenet sota resnet mobilenet training traicks pre-trained mobilenetv3
Language:Python 49
CHENGY12 / APNet
The official Pytorch implementation of APNet: Person Re-identification via Attention Pyramid
reid person-re-identification attention pyrimad sota baseline pytorch
Language:Python 46
deshwalmahesh / PHUDGE
Official repo for the paper PHUDGE: Phi-3 as Scalable Judge. Evaluate your LLMs with or without custom rubric, reference answer, absolute, relative and much more. It contains a list of all the available tool, methods, repo, code etc to detect hallucination, LLM evaluation, grading and much more.
ai custom-dataset evaluation feedback-collection finetuning judge llm ml nlp phi-3 pytorch sota hallucination hallucination-detection llm-evaluation
Language:Jupyter Notebook 44
hijkzzz / noisy-mappo
Multi-agent PPO with noise (97% win rates on Hard scenarios of SMAC)
mappo multi-agent-reinforcement-learning smac sota
Language:Python 43
Rishit-dagli / Transformer-in-Transformer
An Implementation of Transformer in Transformer in TensorFlow for image classification, attention inside local patches
machine-learning attention-mechanism transformer tnt image-classification sota tensorflow neural-networks deep-learning artificial-intelligence
Language:Jupyter Notebook 42
Giant-Music-Transformer
asigalov61 / Giant-Music-Transformer
[SOTA] [92% acc] 786M-8k-44L-32H multi-instrumental music transformer with true full MIDI instruments range, efficient encoding, octo-velocity and outro tokens
artificial-intelligence giant large-model midi music-ai music-transformer sota 8k 8192 sota-technique state-of-art state-of-the-art-models high-precision bulk-generator text-to-music fine-tune
Language:Python 37
Euterpe-X
asigalov61 / Euterpe-X
[DEPRECIATED] [PyTorch 2.0] [638M] [85.33% acc] Full-attention multi-instrumental music transformer for supervised music generation, optimized for speed, efficiency, and performance
music-ai music-transformer music-composition music-generation supervised-music-generation text-to-music sota pytorch-2 music-api gradio
Language:Python 32
camenduru / ai-creator-archive
AI Creator Archive
stable-diffusion aiart creators sota stable-diffusion-web-ui stable-diffusion-webui
Language:Jupyter Notebook 30
engcang / exploration-algorithms
[Docker provided] How to build, install and run open-source exploration algorithms
docker exploration robotics ros sota mapping
Language:C++ 30
IBM / AITQA
resources for the IBM Airlines Table-Question-Answering Benchmark
tableqa transformer transfer-learning table-qa dataset complex-tables rci sota
30

sota

microsoft / nlp-recipes

JDAI-CV / fast-reid

louisfb01 / best_AI_papers_2022

louisfb01 / best_AI_papers_2021

louisfb01 / Best_AI_paper_2020

aimerou / awesome-ai-papers

hijkzzz / pymarl2

dev-sungman / Awesome-Self-Supervised-Papers

szymonmaszke / torchlayers

DeepTecher / AutonomousVehiclePaper

HuangCongQing / 3D-Point-Clouds

vballoli / nfnets-pytorch

kobiso / Computer-Vision-Leaderboard

keonlee9420 / Comprehensive-Transformer-TTS

Lotayou / Face-Renovation

Arthur151 / SOTA-on-monocular-3D-pose-and-shape-estimation

princeton-vl / SimpleView

keonlee9420 / Comprehensive-E2E-TTS

mdv3101 / CDeCNet

sithu31296 / sota-backbones

louisfb01 / top-10-cv-papers-2021

Media-Smart / SKU110K-DenseDet

PistonY / ResidualAttentionNetwork

asigalov61 / Perceiver-Music-Transformer

HaochengWan / PVT

asigalov61 / SuperPiano

PistonY / ModelZoo.pytorch

CHENGY12 / APNet

deshwalmahesh / PHUDGE

hijkzzz / noisy-mappo

Rishit-dagli / Transformer-in-Transformer

asigalov61 / Giant-Music-Transformer

asigalov61 / Euterpe-X

camenduru / ai-creator-archive

engcang / exploration-algorithms

IBM / AITQA