Search Results for author: Utkarsh Sinha

Found 7 papers, 2 papers with code

CNLP-NITS @ LongSumm 2021: TextRank Variant for Generating Long Summaries

no code implementations NAACL (sdp) 2021 Darsh Kaushik, Abdullah Faiz Ur Rahman Khilji, Utkarsh Sinha, Partha Pakray

The huge influx of published papers in the field of machine learning makes the task of summarization of scholarly documents vital, not just to eliminate the redundancy but also to provide a complete and satisfying crux of the content.

Extractive Summarization

Graph Neural Network and NER-Based Text Summarization

no code implementations5 Feb 2024 Imaad Zaffar Khan, Amaan Aijaz Sheikh, Utkarsh Sinha

With the abundance of data and information in todays time, it is nearly impossible for man, or, even machine, to go through all of the data line by line.

named-entity-recognition Named Entity Recognition +2

HyperNeRF: A Higher-Dimensional Representation for Topologically Varying Neural Radiance Fields

2 code implementations24 Jun 2021 Keunhong Park, Utkarsh Sinha, Peter Hedman, Jonathan T. Barron, Sofien Bouaziz, Dan B Goldman, Ricardo Martin-Brualla, Steven M. Seitz

A common approach to reconstruct such non-rigid scenes is through the use of a learned deformation field mapping from coordinates in each input image into a canonical template coordinate space.

Novel View Synthesis

Nerfies: Deformable Neural Radiance Fields

2 code implementations ICCV 2021 Keunhong Park, Utkarsh Sinha, Jonathan T. Barron, Sofien Bouaziz, Dan B Goldman, Steven M. Seitz, Ricardo Martin-Brualla

We present the first method capable of photorealistically reconstructing deformable scenes using photos/videos captured casually from mobile phones.

3D Human Reconstruction

Real-time Burst Photo Selection Using a Light-Head Adversarial Network

no code implementations20 Mar 2018 Baoyuan Wang, Noranart Vesdapunt, Utkarsh Sinha, Lei Zhang

The system is designed to run in the viewfinder mode and capture a burst sequence of frames before and after the shutter is pressed.

Attribute

Comparison of Optimization Methods in Optical Flow Estimation

no code implementations2 May 2016 Noranart Vesdapunt, Utkarsh Sinha

In this paper, we assumed slightly uniform change of velocity between two nearby frames, and solve the optical flow problem by traditional method, Lucas-Kanade(1981).

Optical Flow Estimation

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