Projects in Awesome Lists by google-research
A curated list of projects in awesome lists by google-research .
https://github.com/google-research/bert
TensorFlow code and pre-trained models for BERT
google natural-language-processing natural-language-understanding nlp tensorflow
Last synced: 12 May 2025
https://github.com/google-research/tuning_playbook
A playbook for systematically maximizing the performance of deep learning models.
Last synced: 21 Mar 2025
https://github.com/google-research/text-to-text-transfer-transformer
Code for the paper "Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer"
Last synced: 13 May 2025
https://github.com/google-research/arxiv-latex-cleaner
arXiv LaTeX Cleaner: Easily clean the LaTeX code of your paper to submit to arXiv
Last synced: 13 May 2025
https://github.com/google-research/timesfm
TimesFM (Time Series Foundation Model) is a pretrained time-series foundation model developed by Google Research for time-series forecasting.
Last synced: 08 May 2025
https://github.com/google-research/simclr
SimCLRv2 - Big Self-Supervised Models are Strong Semi-Supervised Learners
computer-vision contrastive-learning representation-learning self-supervised-learning simclr simclrv2 unsupervised-learning
Last synced: 17 Jan 2025
https://github.com/google-research/multinerf
A Code Release for Mip-NeRF 360, Ref-NeRF, and RawNeRF
Last synced: 14 Feb 2025
https://github.com/google-research/scenic
Scenic: A Jax Library for Computer Vision Research and Beyond
attention computer-vision deep-learning jax research transformers vision-transformer
Last synced: 13 May 2025
https://github.com/google-research/football
Check out the new game server:
reinforcement-learning reinforcement-learning-environments
Last synced: 08 Apr 2025
https://github.com/google-research/ALBERT
ALBERT: A Lite BERT for Self-supervised Learning of Language Representations
Last synced: 09 May 2025
https://github.com/google-research/albert
ALBERT: A Lite BERT for Self-supervised Learning of Language Representations
Last synced: 18 Jan 2025
https://github.com/google-research/frame-interpolation
FILM: Frame Interpolation for Large Motion, In ECCV 2022.
forward-warp frame-interpolation optical-flow splatting video
Last synced: 15 May 2025
https://github.com/google-research/big_vision
Official codebase used to develop Vision Transformer, SigLIP, MLP-Mixer, LiT and more.
Last synced: 13 May 2025
https://github.com/google-research/kubric
A data generation pipeline for creating semi-realistic synthetic multi-object videos with rich annotations such as instance segmentation masks, depth maps, and optical flow.
Last synced: 13 May 2025
https://github.com/google-research/electra
ELECTRA: Pre-training Text Encoders as Discriminators Rather Than Generators
Last synced: 15 May 2025
https://github.com/google-research/uda
Unsupervised Data Augmentation (UDA)
computer-vision cv natural-language-processing nlp semi-supervised-learning tensorflow
Last synced: 15 May 2025
https://github.com/google-research/language
Shared repository for open-sourced projects from the Google AI Language team.
machine-learning natural-language-processing research
Last synced: 14 May 2025
https://github.com/google-research/dex-lang
Research language for array processing in the Haskell/ML family
Last synced: 15 May 2025
https://github.com/google-research/torchsde
Differentiable SDE solvers with GPU support and efficient sensitivity analysis.
deep-learning deep-neural-networks differential-equations dynamical-systems neural-differential-equations pytorch stochastic-differential-equations stochastic-processes stochastic-volatility-models
Last synced: 14 May 2025
https://github.com/google-research/big_transfer
Official repository for the "Big Transfer (BiT): General Visual Representation Learning" paper.
convolutional-neural-networks deep-learning imagenet jax pytorch tensorflow2 transfer-learning
Last synced: 15 May 2025
https://github.com/google-research/disentanglement_lib
disentanglement_lib is an open-source library for research on learning disentangled representations.
Last synced: 15 May 2025
https://github.com/google-research/tapas
End-to-end neural table-text understanding models.
nlp-machine-learning question-answering table-parsing tensorflow
Last synced: 15 May 2025
https://github.com/google-research/planet
Learning Latent Dynamics for Planning from Pixels
Last synced: 18 Jan 2025
https://github.com/google-research/fixmatch
A simple method to perform semi-supervised learning with limited data.
Last synced: 16 May 2025
https://github.com/google-research/morph-net
Fast & Simple Resource-Constrained Learning of Deep Network Structure
automl deep-learning machine-learning neural-architecture-search python tensorflow
Last synced: 14 May 2025
https://github.com/google-research/deeplab2
DeepLab2 is a TensorFlow library for deep labeling, aiming to provide a unified and state-of-the-art TensorFlow codebase for dense pixel labeling tasks.
Last synced: 16 May 2025
https://github.com/google-research/maxim
[CVPR 2022 Oral] Official repository for "MAXIM: Multi-Axis MLP for Image Processing". SOTA for denoising, deblurring, deraining, dehazing, and enhancement.
architecture computer-vision deblurring dehazing denoising deraining enhancement image image-enhancement image-processing image-restoration low-level-vision mlp restoration retouching transformer
Last synced: 24 Nov 2024
https://github.com/google-research/augmix
AugMix: A Simple Data Processing Method to Improve Robustness and Uncertainty
Last synced: 15 May 2025
https://github.com/google-research/magvit
Official JAX implementation of MAGVIT: Masked Generative Video Transformer
generative-model transformers video-generation
Last synced: 27 Mar 2025
https://github.com/google-research/batch-ppo
Efficient Batched Reinforcement Learning in TensorFlow
artificial-intelligence control multi-processing python reinforcement-learning tensorflow vectorized-computation
Last synced: 08 Apr 2025
https://github.com/google-research/pix2seq
Pix2Seq codebase: multi-tasks with generative modeling (autoregressive and diffusion)
computer-vision deep-learning object-detection pix2seq tensorflow2 vision-language
Last synced: 22 Jan 2025
https://github.com/google-research/seed_rl
SEED RL: Scalable and Efficient Deep-RL with Accelerated Central Inference. Implements IMPALA and R2D2 algorithms in TF2 with SEED's architecture.
atari deepmind-lab gcp google-research-football impala r2d2 rl tf2
Last synced: 18 Mar 2025
https://github.com/google-research/meta-dataset
A dataset of datasets for learning to learn from few examples
benchmark few-shot-learning machine-learning maml meta-learning tensorflow
Last synced: 16 May 2025
https://github.com/google-research/noisystudent
Code for Noisy Student Training. https://arxiv.org/abs/1911.04252
Last synced: 04 Apr 2025
https://github.com/google-research/recsim
A Configurable Recommender Systems Simulation Platform
artificial-intelligence google machine-learning recommender-system reinforcement-learning simulation tensorflow
Last synced: 15 May 2025
https://github.com/google-research/long-range-arena
Long Range Arena for Benchmarking Efficient Transformers
attention deep-learning flax jax nlp transformers
Last synced: 22 Feb 2025
https://github.com/google-research/bleurt
BLEURT is a metric for Natural Language Generation based on transfer learning.
Last synced: 04 Apr 2025
https://github.com/google-research/lottery-ticket-hypothesis
A reimplementation of "The Lottery Ticket Hypothesis" (Frankle and Carbin) on MNIST.
Last synced: 04 Apr 2025
https://github.com/google-research/federated
A collection of Google research projects related to Federated Learning and Federated Analytics.
Last synced: 16 May 2025
https://github.com/google-research/rliable
[NeurIPS'21 Outstanding Paper] Library for reliable evaluation on RL and ML benchmarks, even with only a handful of seeds.
benchmarking evaluation-metrics google machine-learning reinforcement-learning rl
Last synced: 08 Apr 2025
https://github.com/google-research/nasbench
NASBench: A Neural Architecture Search Dataset and Benchmark
Last synced: 19 Apr 2025
https://github.com/google-research/prompt-tuning
Original Implementation of Prompt Tuning from Lester, et al, 2021
flax jax language-model machine-learning nlp prompt-tuning
Last synced: 15 May 2025
https://github.com/google-research/neuralgcm
Hybrid ML + physics model of the Earth's atmosphere
Last synced: 01 Dec 2024
https://github.com/google-research/xtreme
XTREME is a benchmark for the evaluation of the cross-lingual generalization ability of pre-trained multilingual models that covers 40 typologically diverse languages and includes nine tasks.
Last synced: 04 Apr 2025
https://github.com/google-research/robopianist
[CoRL '23] Dexterous piano playing with deep reinforcement learning.
bimanual dexterous-manipulation mujoco piano reinforcement-learning shadow-hand
Last synced: 14 May 2025
https://github.com/google-research/dreamer
Dream to Control: Learning Behaviors by Latent Imagination
Last synced: 05 Apr 2025
https://github.com/google-research/bigbird
Transformers for Longer Sequences
bert deep-learning longer-sequences nlp transformer
Last synced: 04 Apr 2025
https://github.com/google-research/ravens
Train robotic agents to learn pick and place with deep learning for vision-based manipulation in PyBullet. Transporter Nets, CoRL 2020.
artificial-intelligence computer-vision deep-learning imitation-learning manipulation openai-gym pick-and-place pybullet rearrangement reinforcement-learning robotics tensorflow transporter-nets vision
Last synced: 16 May 2025
https://github.com/google-research/fast-soft-sort
Fast Differentiable Sorting and Ranking
differentiable jax pytorch ranking sorting tensorflow
Last synced: 04 Apr 2025
https://github.com/google-research/tensor2robot
Distributed machine learning infrastructure for large-scale robotics research
Last synced: 12 Apr 2025
https://github.com/google-research/batch_rl
Offline Reinforcement Learning (aka Batch Reinforcement Learning) on Atari 2600 games
Last synced: 11 May 2025
https://github.com/google-research/mint
Multi-modal Content Creation Model Training Infrastructure including the FACT model (AI Choreographer) implementation.
Last synced: 05 Apr 2025
https://github.com/google-research/leaf-audio
LEAF is a learnable alternative to audio features such as mel-filterbanks, that can be initialized as an approximation of mel-filterbanks, and then be trained for the task at hand, while using a very small number of parameters.
Last synced: 05 Apr 2025
https://github.com/google-research/maxvit
[ECCV 2022] Official repository for "MaxViT: Multi-Axis Vision Transformer". SOTA foundation models for classification, detection, segmentation, image quality, and generative modeling...
architecture classification cnn computer-vision image image-processing mlp object-detection resnet segmentation transformer transformer-architecture vision-transformer
Last synced: 11 May 2025
https://github.com/google-research/receptive_field
Compute receptive fields of your favorite convnets
Last synced: 06 Apr 2025
https://github.com/google-research/maskgit
Official Jax Implementation of MaskGIT
Last synced: 03 Apr 2025
https://github.com/google-research/l2p
Learning to Prompt (L2P) for Continual Learning @ CVPR22 and DualPrompt: Complementary Prompting for Rehearsal-free Continual Learning @ ECCV22
continual-learning deep-learning jax
Last synced: 05 Apr 2025
https://github.com/google-research/weatherbench2
A benchmark for the next generation of data-driven global weather models.
Last synced: 08 Apr 2025
https://github.com/google-research/ssl_detection
Semi-supervised learning for object detection
Last synced: 11 May 2025
https://github.com/google-research/nerf-from-image
Shape, Pose, and Appearance from a Single Image via Bootstrapped Radiance Field Inversion
Last synced: 11 May 2025
https://github.com/google-research/computation-thru-dynamics
Understanding computation in artificial and biological recurrent networks through the lens of dynamical systems.
Last synced: 06 Apr 2025
https://github.com/google-research/realworldrl_suite
Real-World RL Benchmark Suite
Last synced: 07 Apr 2025
https://github.com/google-research/ibc
Official implementation of Implicit Behavioral Cloning, as described in our CoRL 2021 paper, see more at https://implicitbc.github.io/
deep-learning imitation-learning reinforcement-learning
Last synced: 05 Apr 2025
https://github.com/google-research/python-graphs
A static analysis library for computing graph representations of Python programs suitable for use with graph neural networks.
Last synced: 11 May 2025
https://github.com/google-research/rigl
End-to-end training of sparse deep neural networks with little-to-no performance loss.
computer-vision machine-learning neural-networks sparse-training
Last synced: 06 Apr 2025
https://github.com/google-research/language-table
Suite of human-collected datasets and a multi-task continuous control benchmark for open vocabulary visuolinguomotor learning.
Last synced: 16 May 2025
https://github.com/google-research/syn-rep-learn
Learning from synthetic data - code and models
Last synced: 15 Mar 2025
https://github.com/google-research/arco-era5
Recipes for reproducing Analysis-Ready & Cloud Optimized (ARCO) ERA5 datasets.
cloud-optimized ecmwf era5 open-science zarr
Last synced: 16 May 2025
https://github.com/google-research/sparf
This is the official code release for SPARF: Neural Radiance Fields from Sparse and Noisy Poses [CVPR 2023-Highlight]
nerf novel-view-synthesis pose-refinement
Last synced: 16 May 2025
https://github.com/google-research/retvec
RETVec is an efficient, multilingual, and adversarially-robust text vectorizer.
deep-learning natural-language-processing nlp python tensorflow text-classification
Last synced: 08 Apr 2025