[ICLR2024] Official repo for paper "PnP Inversion: Boosting Diffusion-based Editing with 3 Lines of Code"

An implementation of the efficient attention module.

TalkToModel gives anyone with the powers of XAI through natural language conversations 💬!

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.

Single-file pytorch implementation of hybrid-SAC

Official implementation of the SIGGRAPH-2022 paper "DEF: Deep Estimation of Sharp Geometric Features in 3D Shapes"

PyTorch version for the "Dual-Dtream Shallow Networks for Facial Micro-Expression Recognition"

[ACM MM22] Mimicking the Annotation Process for Recognizing the Micro Expressions

Original Pytorch Implementation of FLAME: Facial Landmark Heatmap Activated Multimodal Gaze Estimation

Code for the paper "Structure-preserving neural networks" published in Journal of Computational Physics (JCP).

Brain EEG signal data augmentation using synthetic signals generated by a single step diffusion probabilistic model.

Python implementation of Efficient Graph-Based Image Segmentation.

Code for the paper "Deep learning of thermodynamics-aware reduced-order models from data" published in Computer Methods in Applied Mechanics and Engineering (CMAME).

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.

Unsupervised specificity-guided optimization of Image Captioning models to encourage meaningful diversity in the generated captions. Code for the paper Generating Diverse and Meaningful Captions: Unsupervised Specificity Optimization for Image Captioning (Lindh et al., 2018).

Scale-recurrent Network for Deep Image Deblurring with neural networks

PyTorch implementation of DINO (Self-Distillation with No Labels) from scratch.

A minimal PyTorch implementation of Flow Matching for Generative Modeling.

Keras implementation of You Only Look Once