kushalkafle

DVQA_dataset

DVQA Dataset: A Bar chart question answering dataset presented at CVPR 2018

PReFIL

Code for the WACV 2020 paper "Answering Questions about Data Visualizations using Efficient Bimodal Fusion"

awesome-rnn

Recurrent Neural Network - A curated list of resources dedicated to RNN

.tmux

🇫🇷 Oh My Tmux! Pretty & versatile tmux configuration / customization made with ❤️

ai-deadlines

:alarm_clock: AI conference deadline countdowns

awesome-vqa

Visual Q&A reading list

bottom-up-attention-vqa

An efficient PyTorch implementation of the winning entry of the 2017 VQA Challenge.

negative_analysis_of_grounding

A negative case analysis of visual grounding methods for VQA (ACL 2020 short paper)

clevr-iep

Inferring and Executing Programs for Visual Reasoning

CLIP_benchmark

CLIP-like model evaluation

deft_corpus

The Definition Extraction From Text corpus and relevant formatting scripts

dotfiles

A collection of my personal dotfiles

faiss

A library for efficient similarity search and clustering of dense vectors.

image-compression-cnn

Semantic JPEG image compression using deep convolutional neural network (CNN)

kushalkafle.github.io

mac-network

Implementation for the paper "Compositional Attention Networks for Machine Reasoning" (Hudson and Manning, ICLR 2018)

mac-network-pytorch

Memory, Attention and Composition (MAC) Network for CLEVR implemented in PyTorch

main

This is a repository of common helper functions that I have built for other projects.

mi-prometheus

Enabling reproducible Machine Learning research

models

Models built with TensorFlow

neural-vqa-attention

:question: Attention-based Visual Question Answering in Torch

nmn2

Dynamically predicted neural network structures for multi-domain question answering

Oscar

Oscar and VinVL

PRMLPY

Python demos for Chris Bishop's PRML textbook, and other machine learning stuff

pytorch-vqa

Strong baseline for visual question answering

REMIND

PyTorch implementation of the REMIND method from our paper "REMIND Your Neural Network to Prevent Catastrophic Forgetting"

resnet152

Adaptation of ResNet-152 to match Keras API with added large input option

tiny-dqn

A tiny implementation of Deep Q Learning, using TensorFlow and OpenAI gym

vaw_dataset

vilbert-multi-task

Multi Task Vision and Language