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Shanmukha Ramakrishna Vedantam's Projects

char-rnn icon char-rnn

Multi-layer Recurrent Neural Networks (LSTM, GRU, RNN) for character-level language models in Torch

cider icon cider

python codes for CIDEr - Consensus-based Image Caption Evaluation

cider-matlab icon cider-matlab

Code for computing the CIDEr (Consensus-based Image Description Evaluation) metric.

clevr-dataset-gen icon clevr-dataset-gen

A Diagnostic Dataset for Compositional Language and Elementary Visual Reasoning

clevr-iep icon clevr-iep

Inferring and Executing Programs for Visual Reasoning

coco-caption icon coco-caption

MSCOCO caption evaluation codes for use with arbitrary image and text data

eccv2016 icon eccv2016

Code to replicate "Generating Visual Explanations"

edward icon edward

A library for probabilistic modeling, inference, and criticism. Deep generative models, variational inference. Runs on TensorFlow.

minimal-mistakes icon minimal-mistakes

A responsive Jekyll theme with clean typography and support for large full page images.

neuraltalk icon neuraltalk

NeuralTalk is a Python+numpy project for learning Multimodal Recurrent Neural Networks that describe images with sentences.

neuraltalk2 icon neuraltalk2

Efficient Image Captioning code in Torch, runs on GPU

tensorflow icon tensorflow

Open source software library for numerical computation using data flow graphs.

vimrc icon vimrc

Snapshot of vimrc with a bunch of common tools for Python, Torch, etc.

visdom icon visdom

A flexible tool for creating, organizing, and sharing visualizations of live, rich data. Supports Torch and Numpy.

visual-semantic-embedding icon visual-semantic-embedding

Implementation of the image-sentence embedding method described in "Unifying Visual-Semantic Embeddings with Multimodal Neural Language Models"

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