AdityaGolatkar/Document-Summarization-by-key-sentence-extraction-using-NN

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AdityaGolatkar/Document-Summarization-by-key-sentence-extraction-using-NN

AdityaGolatkar

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Codes and reports of the Foundations Machine Learning (CS 403 IIT Bombay) course project.

SelectiveForgetting

Jupyter Notebook

Classification-of-Breast-Cancer-Histology-using-Deep-Learning

Our solution to the BACH challenge organised by ICIAR 2018. Also contains our paper which was published at the conference

Sparse-Kernel-PCA-for-outlier-detection

Our codes and results for our work on SKPCA for outlier detection.

Sentence-Summarization-using-LSTMs

Keras implementation of bi-LSTMs for sentence summarization. Obtained better marginally better results than a work by Google on same topic. CS 726 IIT Bombay project

Exemplar-Based-Inpainting

Exemplar Based Inpainting

DC-INVASE

Extended INVASE (ICLR 2019) to images. Results generated can be found in the ICLR paper.

Jupyter Notebook

Microprocessor-Lab-IIT-Bombay

Codes for Microprocessor Lab at IIT Bombay

Texture-Synthesis

Algorithms-for-medical-image-processing-IIT-Bombay

Our implementation of course assignments and the course project.

Mutual-Information

Jupyter Notebook

Existence-of-sparse-basis-for-deep-learning-kernels

Deep Neural Networks for Sparse KPCA

Jupyter Notebook

Robust-classification-and-feature-selection

Jupyter Notebook

Wong-Orchard-Exemplar-Based-Inpainting