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Abhishek Kumar's Projects

advanceddropout icon advanceddropout

Advanced Dropout: A Model-free Methodology for Bayesian Dropout Optimization (IEEE TPAMI 2021)

agsm-de icon agsm-de

An Approximated Gradient Sign Method Using Differential Evolution For Black-box Adversarial Attack

bayesian-neural-networks icon bayesian-neural-networks

Pytorch implementations of Bayes By Backprop, MC Dropout, SGLD, the Local Reparametrization Trick, KF-Laplace, SG-HMC and more

bnn icon bnn

Bayesian Neural Network in PyTorch

byol-pytorch icon byol-pytorch

PyTorch implementation of "Bootstrap Your Own Latent: A New Approach to Self-Supervised Learning" with DDP and Apex AMP

c3 icon c3

PyTorch Implementation of C3

cdr icon cdr

Implementation of CDR - Interactive Visual Cluster Analysis by Contrastive Dimensionality Reduction

chatgpt-prompts-for-academic-writing icon chatgpt-prompts-for-academic-writing

This list of writing prompts covers a range of topics and tasks, including brainstorming research ideas, improving language and style, conducting literature reviews, and developing research plans.

clone icon clone

Clustering tool for biomolecular structural ensembles and data in general.

cms icon cms

Official implementation of Constrained Mean Shift Clustering

cnak icon cnak

Cluster number assisted K-means

concretedropout icon concretedropout

Code for Concrete Dropout as presented in https://arxiv.org/abs/1705.07832

dcv icon dcv

Code for TNNLS paper "Deep Clustering and Visualization for End-to-End High Dimensional Data analysis"

dec-keras icon dec-keras

Keras implementation for Deep Embedding Clustering (DEC)

dec-pytorch icon dec-pytorch

Deep Embedding for Clustering (accuracy can reach over 87.5%)

deep-clustering-network icon deep-clustering-network

PyTorch Implementation of "Towards K-Means-Friendly Spaces: Simultaneous Deep Learning and Clustering," Bo Yang et al., ICML'2017.

deep-compression icon deep-compression

Learning both Weights and Connections for Efficient Neural Networks https://arxiv.org/abs/1506.02626

deepdpm icon deepdpm

"DeepDPM: Deep Clustering With An Unknown Number of Clusters" [Ronen, Finder, and Freifeld, CVPR 2022]

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