195 citations · 206 across the 8 of their papers we have counts for
8 papers
The Threat of Offensive AI to Organizations
Yisroel Mirsky, Ambra Demontis, Jaidip Kotak +7
AI has provided us with the ability to automate tasks, extract information from vast amounts of data, and synthesize media that is nearly indistinguishable from the real thing. How…
Long Range Arena: A Benchmark for Efficient Transformers
Yi Tay, Mostafa Dehghani, Samira Abnar +7
Transformers do not scale very well to long sequence lengths largely because of quadratic self-attention complexity. In the recent months, a wide spectrum of efficient, fast Transf…
SeqDialN: Sequential Visual Dialog Networks in Joint Visual-Linguistic Representation Space
Liu Yang
In this work, we formulate a visual dialog as an information flow in which each piece of information is encoded with the joint visual-linguistic representation of a single dialog r…
Computing and Testing Small Connectivity in Near-Linear Time and Queries via Fast Local Cut Algorithms
Sebastian Forster, Danupon Nanongkai, Thatchaphol Saranurak +2
Consider the following "local" cut-detection problem in a directed graph: We are given a seed vertex and need to remove at most edges so that at most edges can be reach…
A Faster Local Algorithm for Detecting Bounded-Size Cuts with Applications to Higher-Connectivity Problems
Sebastian Forster, Liu Yang
Consider the following "local" cut-detection problem in a directed graph: We are given a starting vertex and need to detect whether there is a cut with at most edges crossi…
Contextual Aware Joint Probability Model Towards Question Answering System
Liu Yang, Lijing Song
In this paper, we address the question answering challenge with the SQuAD 2.0 dataset. We design a model architecture which leverages BERT's capability of context-aware word embedd…