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adain-style

Arbitrary Style Transfer in Real-time with Adaptive Instance Normalization

attention-analysis

automatic_generation_of_contrast_sets_from_scene_graphs

Repository for the paper "Automatic Generation of Contrast Sets from Scene Graphs"

basic_vqa

Pytorch VQA : Visual Question Answering (https://arxiv.org/pdf/1505.00468.pdf)

bottom-up-attention

Bottom-up attention model for image captioning and VQA, based on Faster R-CNN and Visual Genome

cc-licenses

Creative Commons Licenses for Github

conceptnet-numberbatch

contextual2static

All materials that accompany/are needed to reproduce ACL 2020 paper - Interpreting Pretrained Contextualized Representations via Reductions to Static Embeddings

curriculum_learning

Code implementing the experiments described in the paper "On The Power of Curriculum Learning in Training Deep Networks" by Hacohen & Weinshall (ICML 2019)

dataset

Multi30k Dataset

detectron2

Detectron2 is FAIR's next-generation platform for object detection and segmentation.

dnd_bios

Crowdsourced dataset of D&D character biographies

dual-learning-in-nlp

fairseq-image-captioning

Transformer-based image captioning extension for pytorch/fairseq

gpt-2

Code for the paper "Language Models are Unsupervised Multitask Learners"

gpt-2-colab

retrain gpt-2 in colab

gtn

hsd_wise2324

Hate Speech Detection Course (Winter Semester 23/24)

huric

HuRIC 2.0 - the Human Robot Interaction Corpus

ipython-file-upload

IPython file upload widget. Now obsolete, refer to widgets.https://ipywidgets.readthedocs.io/en/latest/examples/Widget%20List.html#File-Upload

kat

Research code for "KAT: A Knowledge Augmented Transformer for Vision-and-Language"

lexsub_decontextualised

Code for "Unsupervised Lexical Substitution with Decontextualised Embeddings" (COLING 2022)

lxmert

PyTorch code for EMNLP 2019 paper "LXMERT: Learning Cross-Modality Encoder Representations from Transformers".

mac-network

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

meshed-memory-transformer

Meshed-Memory Transformer for Image Captioning. CVPR 2020

mintrec

MIntRec: A New Dataset for Multimodal Intent Recognition (ACM MM 2022)

mvts_transformer

Multivariate Time Series Transformer, public version

neural-vqa-attention

:question: Attention-based Visual Question Answering in Torch

phonetic-word-embedding

Word embedding based on Phonetic features of the language (similar sounding vectors)

pytorch-cyclegan-and-pix2pix

Image-to-Image Translation in PyTorch