Image & Video Understanding

We research and innovate in image and video understanding, including object recognition, augmented-reality, visual aesthetics, and creativity. Our work directly impacts many of our flagship products and platforms by powering core technologies such as video highlights, labeling and summarization, and search by visual content.

Publications

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April 8, 2024

CVPR 2024 - Generative Models for Computer Vision

Salient Object-Aware Background Generation Using Text-Guided Diffusion Models

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December 22, 2023

WACV 2023

Unifying Margin-Based Softmax Losses in Face Recognition

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Paper

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July 5, 2023

Ad KDD 2023

Staging E-Commerce Products for Online Advertising Using Retrieval Assisted Image Generation

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July 22, 2022

IEEE International Conference On Image Processing (ICIP) 2022

Temporally Precise Action Spotting in Soccer Videos Using Dense Detection Anchors

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Dataset

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December 10, 2021

Challenging Fashion Queries

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August 11, 2021

ACM Multimedia 2021 (Industrial Track)

Distantly Supervised Semantic Text Detection and Recognition for Broadcast Sports Videos Understanding

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July 22, 2021

ICCV 2021

UnitedFace: A Unified Perspective on Margin Softmax Losses for Face Recognition

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May 17, 2021

KDD 2021

VisualTextRank: Unsupervised Graph-Based Content Extraction for Automating Ad Text to Image Search

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September 4, 2019

NeurIPS

Image Captioning: Transforming Objects into Words

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January 1, 2019

CVPR

Toward Realistic Image Compositing with Adversarial Learning

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Paper

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January 1, 2019

ICNC 2019

Domain-Specific Image Classification Using Ensemble Learning Utilizing Open-Domain Knowledge

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