Ryan Amaudruz's repositories
awesome-neural-ode
A collection of resources regarding the interplay between differential equations, deep learning, dynamical systems, control and numerical methods.
google-research
Google Research
HIPT
Hierarchical Image Pyramid Transformer - CVPR 2022 (Oral)
Deep-Reinforcement-Learning-Algorithms-with-PyTorch
PyTorch implementations of deep reinforcement learning algorithms and environments
detcon-pytorch
PyTorch implementation of DeepMind's DetCon from "Efficient Visual Pretraining with Contrastive Detection" Henaff et al. (ICCV 2021)
dinov2
PyTorch code and models for the DINOv2 self-supervised learning method.
hs2p
Histopathology Slides Pre-processing Pipeline
LaVIN
Official implementations of "Cheap and Quick: Efficient Vision-Language Instruction Tuning for Large Language Models"
LightGCN-PyTorch
The PyTorch implementation of LightGCN
mados
Implementation code of the paper "Detecting Marine Pollutants and Sea Surface Features with Deep Learning in Sentinel-2 Imagery", ISPRS Journal, 2024
MaskDINO
[CVPR 2023] Official implementation of the paper "Mask DINO: Towards A Unified Transformer-based Framework for Object Detection and Segmentation"
moco-v3
PyTorch implementation of MoCo v3 https//arxiv.org/abs/2104.02057
models
A collection of pre-trained, state-of-the-art models in the ONNX format
ONE-PEACE
A general representation model across vision, audio, language modalities. Paper: ONE-PEACE: Exploring One General Representation Model Toward Unlimited Modalities
PyTorch-BYOL
PyTorch implementation of Bootstrap Your Own Latent: A New Approach to Self-Supervised Learning
RSI-Segmentation
Semantic Segmentation for Remote Sensing Images;Officail Repo for the EarthNets Platform. https://arxiv.org/pdf/2210.04936.pdf
seasonal-contrast
seasonal-contrast is a ServiceNow Research project that was started at Element AI.
self-label
Self-labelling via simultaneous clustering and representation learning. (ICLR 2020)
simclr
SimCLRv2 - Big Self-Supervised Models are Strong Semi-Supervised Learners
SSL4EO-S12
SSL4EO-S12: a large-scale dataset for self-supervised learning in Earth observation
temperature_schedules
Temperature Schedules for self-supervised contrastive methods on long-tail data (ICLR'23)
Timetuning
Time Does Tell: Self-Supervised Time-Tuning of Dense Image Representations ICCV23
uvadlc_practicals_2022
Repository for the code assignment of the Deep Learning 1 course, Fall 2022 edition
ViT-Adapter
[ICLR 2023 Spotlight] Vision Transformer Adapter for Dense Predictions