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aamer

aamer98.github.io

arm

autonomous-vehicles---study-project

basic_unet_example

An example project of how to use a U-Net for segmentation on medical images with PyTorch.

bms-1

Batch Mean shift using the STARTUP pipeline

bms_explore

brain-tumor-segmentation

Attention-Guided Version of 2D UNet for Automatic Brain Tumor Segmentation

cbn_camelyon

cdfsl-benchmark

(ECCV 2020) Cross-Domain Few-Shot Learning Benchmarking System

cifar100_resnet

climax

Foundation model for weather & climate

closerlookfewshot

source code to ICLR'19, 'A Closer Look at Few-shot Classification'

comp6721---project-1

Mask classification

conceptbottleneck

Concept Bottleneck Models

conditional-batch-norm

Pytorch implementation of NIPS 2017 paper "Modulating early visual processing by language"

counterfactual-recurrent-network

Code for ICLR 2020 paper: "Estimating counterfactual treatment outcomes over time through adversarially balanced representations" by I. Bica, A. M. Alaa, J. Jordon, M. van der Schaar

d3rlpy

An offline deep reinforcement learning library

decision-transformer

Official codebase for Decision Transformer: Reinforcement Learning via Sequence Modeling.

deep-learning-specialization---coursera

deepattnmisl

Contains codes of DeepAttnMISL in MEDIA'20

deepvent

demo-repo

demo git repo

demo-repo2

domain-adaptation-image-classification-object-detection

fairtune

A framework to optimize Parameter-Efficient Fine-Tuning for Fairness in Medical Image Analysis

featurenorm

few-shot-wsi

[ICLR2022] This project hosts the code for the paper: Towards Better Understanding and Better Generalization of Low-shot Classification in Histology Images with Contrastive Learning.

fuzzy_collision_avoidance

h-denseunet

TMI 2018. H-DenseUNet: Hybrid Densely Connected UNet for Liver and Tumor Segmentation from CT Volumes