Siladittya Manna's repositories
simclr_pytorch
Implementation of SimCLR in PyTorch
self-supervised-segmentation
List of papers on Self-Supervised Segmentation
easy-faster-rcnn-pytorch
An easy implementation of Faster R-CNN (https://arxiv.org/pdf/1506.01497.pdf) in PyTorch.
lars_pytorch
Implementation of LARS Optimizer in PyTorch
latent-diffusion-pytorch2.3.0
High-Resolution Image Synthesis with Latent Diffusion Models || Code updated for Pytorch 2.3.0 and other latest packages
detectron2
Detectron2 is a platform for object detection, segmentation and other visual recognition tasks.
face-emotion-recognition
Setting up a Hugging Face Spaces Demo using Streamlit
Few-Shot-Semantic-Segmentation-Papers
Few Shot Semantic Segmentation Papers
object-detection-mobilenetssd
HuggingFace Demo using Streamlit
SimCSE
EMNLP'2021: SimCSE: Simple Contrastive Learning of Sentence Embeddings https://arxiv.org/abs/2104.08821
simplicity-bias-papers
Papers on Simplicity Bias (suggestions are welcome)
sinkhorn_solves_sudoku
Unofficial Code Implementation of the paper "Sinkhorn Solves Sudoku"
solving_sudoku
Resources
split_data_using_scripting
Shell and Batch Script to split Datasets into Train, Validation and Test sets
stl10binairy2png
Python utilities for reading the STL-10 dataset: http://cs.stanford.edu/~acoates/stl10/
SupContrast
PyTorch implementation of "Supervised Contrastive Learning" (and SimCLR incidentally)