Pinned Repositories
AttnSleep
The code for TNSRE work: "An Attention-based Deep Learning Approach for Sleep Stage Classification with Single-Channel EEG"
CAP
Cyclic Alternating Pattern
DCEC
DCSS
PyTorch implementation of DCSS: Deep Clustering with Self-supervision using Pairwise Data Similarities
deep_feature_reweighting
DeepClustering
Methods and Implements of Deep Clustering
deepsleepnet
DeepSleepNet: a Model for Automatic Sleep Stage Scoring based on Raw Single-Channel EEG
DISC
Official code of "Discover and Cure: Concept-aware Mitigation of Spurious Correlation" (ICML 2023)
EEG-DL
A Deep Learning library for EEG Tasks (Signals) Classification, based on TensorFlow.
Freeze-Then-Train
Freeze then Train: Towards Provable Representation Learning under Spurious Correlations and Feature Noise
Barproda's Repositories
Barproda/AttnSleep
The code for TNSRE work: "An Attention-based Deep Learning Approach for Sleep Stage Classification with Single-Channel EEG"
Barproda/DCEC
Barproda/DCSS
PyTorch implementation of DCSS: Deep Clustering with Self-supervision using Pairwise Data Similarities
Barproda/deep_feature_reweighting
Barproda/DeepClustering
Methods and Implements of Deep Clustering
Barproda/deepsleepnet
DeepSleepNet: a Model for Automatic Sleep Stage Scoring based on Raw Single-Channel EEG
Barproda/DISC
Official code of "Discover and Cure: Concept-aware Mitigation of Spurious Correlation" (ICML 2023)
Barproda/EEG-DL
A Deep Learning library for EEG Tasks (Signals) Classification, based on TensorFlow.
Barproda/Freeze-Then-Train
Freeze then Train: Towards Provable Representation Learning under Spurious Correlations and Feature Noise
Barproda/group_DRO
Distributionally robust neural networks for group shifts
Barproda/keras_unet_plus_plus
keras implementation of unet plus plus
Barproda/LC
Official Implementation of Avoiding spurious correlations via logit correction
Barproda/MetaShift
MetaShift: A Dataset of Datasets for Evaluating Contextual Distribution Shifts and Training Conflicts (ICLR 2022)
Barproda/mvar-gauss-pid
Approximating deficiency-based PIDs for multivariate Gaussian systems
Barproda/PID
[NeurIPS 2023, ICMI 2023] Quantifying & Modeling Multimodal Interactions
Barproda/pytorch-apple-silicon
Setup PyTorch on Mac/Apple Silicon plus a few benchmarks.
Barproda/PyTorch_YOLOv4
PyTorch implementation of YOLOv4
Barproda/rare-spurious-correlation
Understanding Rare Spurious Correlations in Neural Network
Barproda/sap-1-v2-mojo
SAP-1 CPU in Verilog for the Mojo FPGA board - has seperate address bus.
Barproda/segmentation_models
Segmentation models with pretrained backbones. Keras and TensorFlow Keras.
Barproda/simplicitybiaspitfalls
The Pitfalls of Simplicity Bias in Neural Networks [NeurIPS 2020] (http://arxiv.org/abs/2006.07710v2)
Barproda/spawrious
Barproda/SpuCo
SpuCo is a Python package developed to further research to address spurious correlations.
Barproda/spurious_feature_learning
Barproda/Spurious_OOD
Barproda/torch_DCEC
Pytorch Deep Clustering with Convolutional Autoencoders implementation
Barproda/TransUnet
This repo reproduces the results of TransUNet: Transformers Make Strong Encoders for Medical Image Segmentation
Barproda/TransUNet-1
This repository includes the official project of TransUNet, presented in our paper: TransUNet: Transformers Make Strong Encoders for Medical Image Segmentation.
Barproda/UNetPlusPlus
Official Keras Implementation for UNet++ in IEEE Transactions on Medical Imaging and DLMIA 2018
Barproda/vit-pytorch
Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch