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Vision Longformer for Object Detection
mai 2021
This project provides the source code for the object detection part of vision longformer paper.
RaCT
avril 2020
This repository implements Ranking-Critical Training (RaCT) for Collaborative Filtering, accepted in International Conference on Learning Representations (ICLR), 2020. By using an actor-critic architecture to fine-tune a differentiable collaborative filtering model, we can improve the performance of a variety of MLE-based…
Gaussian Process for Any Neural Architecture
février 2020
Gaussian Process for Any Neural Architecture: Reference Implementations This repo is a companion to the paper linked below, which shows that the Gaussian process behavior arises in wide, randomly initialized, neural networks regardless of architecture. Tensor Programs I: Wide Feedforward…
NNspectra
juillet 2019
This repo is a companion to the paper «A Fine-Grained Spectral Perspective on Neural Networks».
Visual Question Generation dataset
octobre 2016
We introduce this dataset in order to support the novel task of Visual Question Generation (VQG), where, given an image, the system should ‘ask a natural and engaging question’. This dataset can be used to support research on common sense…
Sent2Vec
juillet 2015
Sent2vec maps a pair of short text strings (e.g., sentences or query-answer pairs) to a pair of feature vectors in a continuous, low-dimensional space where the semantic similarity between the text strings is computed as the cosine similarity between their…