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An implementation of the efficient attention module.
[ICLR2024] Official repo for paper "PnP Inversion: Boosting Diffusion-based Editing with 3 Lines of Code"
TalkToModel gives anyone with the powers of XAI through natural language conversations đź’¬!
Code for the paper "Thermodynamics-informed graph neural networks" published in IEEE Transactions on Artificial Intelligence (TAI).
Deep learning research implemented on notebooks using PyTorch.
PyTorch version for the "Dual-Dtream Shallow Networks for Facial Micro-Expression Recognition"
Single-file pytorch implementation of hybrid-SAC
[ACM MM22] Mimicking the Annotation Process for Recognizing the Micro Expressions
Original Pytorch Implementation of FLAME: Facial Landmark Heatmap Activated Multimodal Gaze Estimation
Python implementation of Efficient Graph-Based Image Segmentation.
Brain EEG signal data augmentation using synthetic signals generated by a single step diffusion probabilistic model.
Code for the paper "Structure-preserving neural networks" published in Journal of Computational Physics (JCP).
Code for the paper "Deep learning of thermodynamics-aware reduced-order models from data" published in Computer Methods in Applied Mechanics and Engineering (CMAME).
Scale-recurrent Network for Deep Image Deblurring with neural networks
A paper implementation and tutorial from scratch combining various great resources for implementing Transformers discussesd in Attention in All You Need Paper for the task of German to English Translation.
Keras implementation of You Only Look Once
Tensorflow implementation of Fast R-CNN
re-implementaion of "A watermark for Large Language Models" ( https://arxiv.org/abs/2301.10226 )
Python implementation of Selective Search for Object Recognition.
Tutorial reimplementation of Monteiro et al. (2020) on a toy problem.
Some experiments on producing area identifiers on a DGGS
Pytorch implementation of FCOS Object Detection Paper [Work in Progress]
Tensorflow implementation of Regions with Convolutional Neural Networks Features.
Official implementation of Bagging Folds using Synthetic Majority Oversampling for Imbalance Classification
Deep learning toolkit for building handwritten word recognition system without labeled data
Through this project we will try to understand CutMix by implementing it on a simple problem of cat-vs-dog classification.
Machine Comprehension on Squad Dataset using Match-LSTM + Ans-Ptr Network
Implementation of the Image Reflection Suppression algorithm by Yang et. al in Python.
Implementation of a paper about a way to build recommander system using topical pagerank algorithm.
PyTorch implementation of the Dense Inception U-Net
"Densely Connected Convolutional Networks" by Gao Huang, Zhuang Liu, Laurens van der Maaten and Kilian Q. Weinberger.
"Deep Residual Learning for Image Recognition" by Kaiming He, Xiangyu Zhang, Shaoqing Ren and Jian Sun
"SqueezeNet: AlexNet-level accuracy with 50x fewer parameters and <0.5MB model size" by Forrest N. Iandola, Song Han, Matthew W. Moskewicz, Khalid Ashraf, William J. Dally and Kurt Keutzer.
"U-Net: Convolutional Networks for Biomedical Image Segmentation" by Olaf Ronneberger, Philipp Fischer and Thomas Brox