Search Results for author: Edward Li

Found 5 papers, 1 papers with code

Distilling Large Language Models into Tiny and Effective Students using pQRNN

no code implementations21 Jan 2021 Prabhu Kaliamoorthi, Aditya Siddhant, Edward Li, Melvin Johnson

Our strong results suggest that our approach is great for latency-sensitive applications while being able to leverage large mBERT-like models.

Data Augmentation Natural Language Processing +1

Holopix50k: A Large-Scale In-the-wild Stereo Image Dataset

2 code implementations arXiv 2020 Yiwen Hua, Puneet Kohli, Pritish Uplavikar, Anand Ravi, Saravana Gunaseelan, Jason Orozco, Edward Li

With the mass-market adoption of dual-camera mobile phones, leveraging stereo information in computer vision has become increasingly important.

Monocular Depth Estimation Super-Resolution

GPU-Accelerated Mobile Multi-view Style Transfer

no code implementations2 Mar 2020 Puneet Kohli, Saravana Gunaseelan, Jason Orozco, Yiwen Hua, Edward Li, Nicolas Dahlquist

The success of 3D Photo platforms (Facebook 3D Photo, Holopix, etc) depend on a steady influx of user generated content.

Image Inpainting Image Manipulation +4

Identifying Domain Adjacent Instances for Semantic Parsers

no code implementations EMNLP 2018 James Ferguson, Janara Christensen, Edward Li, Edgar Gonzàlez

When the semantics of a sentence are not representable in a semantic parser's output schema, parsing will inevitably fail.

General Classification

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