Popular GitHub Repositories for Sota

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.

A curated list of the most impressive AI papers

Fine-tuned MARL algorithms on SMAC (100% win rates on most scenarios)

Paper bank for Self-Supervised Learning

Shape and dimension inference (Keras-like) for PyTorch layers and neural networks

?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

无人驾驶相关论文速递

NFNets and Adaptive Gradient Clipping for SGD implemented in PyTorch. Find explanation at tourdeml.github.io/blog/

Comparison of famous convolutional neural network models

Official repository of the paper "HiFaceGAN: Face Renovation via Collaborative Suppression and Replenishment".

State-of-the-art methods on monocular 3D pose estimation / 3D mesh recovery

Official Code for ICML 2021 paper "Revisiting Point Cloud Shape Classification with a Simple and Effective Baseline"

A collection of SOTA Image Classification Models in PyTorch

CDeC-Net: Composite Deformable Cascade Network for Table Detection in Document Images

A curated list of the top 10 computer vision papers in 2021 with video demos, articles, code and paper reference.

A Gluon implement of Residual Attention Network. Best acc on cifar10-97.78%.

PVT: Point-Voxel Transformer for 3D Deep Learning

[SOTA] [92% acc] 786M-8k-44L-32H multi-instrumental music transformer with true full MIDI instruments range, efficient encoding, octo-velocity and outro tokens

Multi-agent PPO with noise (97% win rates on Hard scenarios of SMAC)

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.