Avbert
This repository contains the code and models for our ICLR 2021 paper: Parameter Efficient Multimodal Transformers for Video Representation Learning
Tools
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Approximate nearest neighbor Negative Contrastive Estimation (ANCE)
A novel embedding training algorithm leveraging ANN search and achieved SOTA retrieval on Trec DL 2019 and OpenQA benchmarks.
Factorized Neural Layers
This repo contains code to reproduce experiments in the paper “Initialization and Regularization of Factorized Neural Layers”. It is split into codebases for different models and settings we evaluate; please see the corresponding directories for information about the relevant papers.