Search Results for author: Zilun Peng

Found 4 papers, 1 papers with code

Shrinking Bigfoot: Reducing wav2vec 2.0 footprint

no code implementations EMNLP (sustainlp) 2021 Zilun Peng, Akshay Budhkar, Ilana Tuil, Jason Levy, Parinaz Sobhani, Raphael Cohen, Jumana Nassour

Using a teacher-student approach, we distilled the knowledge from the original wav2vec 2. 0 model into a student model, which is 2 times faster and 4. 8 times smaller than the original model.

Model Compression speech-recognition +1

SVRG for Policy Evaluation with Fewer Gradient Evaluations

1 code implementation9 Jun 2019 Zilun Peng, Ahmed Touati, Pascal Vincent, Doina Precup

SVRG was later shown to work for policy evaluation, a problem in reinforcement learning in which one aims to estimate the value function of a given policy.

Reinforcement Learning (RL)

Navigation Objects Extraction for Better Content Structure Understanding

no code implementations26 Aug 2017 Kui Zhao, Bangpeng Li, Zilun Peng, Jiajun Bu, Can Wang

Dynamic and personalized elements such as top stories, recommended list in a webpage are vital to the understanding of the dynamic nature of web 2. 0 sites.

Comparing Aggregators for Relational Probabilistic Models

no code implementations25 Jul 2017 Seyed Mehran Kazemi, Bahare Fatemi, Alexandra Kim, Zilun Peng, Moumita Roy Tora, Xing Zeng, Matthew Dirks, David Poole

Relational probabilistic models have the challenge of aggregation, where one variable depends on a population of other variables.

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