prod.science.amazon-topics.psdops.com Open in urlscan Pro
143.204.209.82  Public Scan

Form analysis
1 forms found in the DOM

https://www.amazon.science/search#nt=navsearch

<form class="Page-header-search-form" action="https://www.amazon.science/search#nt=navsearch" novalidate="" autocomplete="off">
  <button type="button" class="Page-header-search-button"><svg>
      <use xlink:href="#icon-magnify"></use>
    </svg><span class="sr-only">Show Search</span></button>
  <label><input placeholder="Search" type="text" class="Page-header-search-input" name="q" required=""><span class="sr-only">Search Query</span></label>
  <button type="button" class="Page-header-search-close"><svg>
      <use xlink:href="#icon-close"></use>
    </svg><span class="sr-only">Submit Search</span></button>
</form>

Text Content

Close Close
 * Research areas
   
    * Automated reasoning
    * Cloud and systems
    * Computer vision
    * Conversational AI / Natural-language processing
    * Economics
    * Information and knowledge management
    * Machine learning
    * Operations research and optimization
    * Quantum technologies
    * Robotics
    * Search and information retrieval
    * Security, privacy, and abuse prevention
    * Sustainability
   
    * Automated reasoning
    * Cloud and systems
    * Computer vision
    * Conversational AI / Natural-language processing
    * Economics
    * Information and knowledge management
    * Machine learning
    * Operations research and optimization
    * Quantum technologies
    * Robotics
    * Search and information retrieval
    * Security, privacy, and abuse prevention
    * Sustainability

 * Blog
 * News and features
   
    * Awards and recognitions
    * Videos and webinars
   
    * Awards and recognitions
    * Videos and webinars

 * Publications
 * Conferences
 * Collaborations
   
    * Academics at Amazon
    * Alexa Prize
    * Amazon Research Awards
    * NSF Fairness in AI
   
    * Academics at Amazon
    * Alexa Prize
    * Amazon Research Awards
    * NSF Fairness in AI

 * Careers
   
    * Internships
    * Working at Amazon
   
    * Internships
    * Working at Amazon

Feedback
Follow Us
 * twitter
 * instagram
 * youtube
 * facebook
 * linkedin

Menu

 * Research areas
   
    * Automated reasoning
    * Cloud and systems
    * Computer vision
    * Conversational AI / Natural-language processing
    * Economics
    * Information and knowledge management
    * Machine learning
    * Operations research and optimization
    * Quantum technologies
    * Robotics
    * Search and information retrieval
    * Security, privacy, and abuse prevention
    * Sustainability
   
    * Automated reasoning
    * Cloud and systems
    * Computer vision
    * Conversational AI / Natural-language processing
    * Economics
    * Information and knowledge management
    * Machine learning
    * Operations research and optimization
    * Quantum technologies
    * Robotics
    * Search and information retrieval
    * Security, privacy, and abuse prevention
    * Sustainability

 * Blog
 * News and features
   
    * Awards and recognitions
    * Videos and webinars
   
    * Awards and recognitions
    * Videos and webinars

 * Publications
 * Conferences
 * Collaborations
   
    * Academics at Amazon
    * Alexa Prize
    * Amazon Research Awards
    * NSF Fairness in AI
   
    * Academics at Amazon
    * Alexa Prize
    * Amazon Research Awards
    * NSF Fairness in AI

 * Careers
   
    * Internships
    * Working at Amazon
   
    * Internships
    * Working at Amazon


Feedback
Show Search Search Query Submit Search


CUSTOMER-OBSESSED SCIENCE




FROM THE BLOG

View all
The latest research from Amazon scientists.
View all
 * Amazon presents new method for "debugging" machine learning models
   December 07, 2021
   Synthetic data produced by perturbing test inputs identify error classes and
   provide additional data for retraining.
   Computer vision
 * Jodi Jacobson/iStock
   "Alexa, assist me” is now live!
   December 03, 2021
   Learn how you can help the university teams competing to develop agents that
   will assist customers with completing tasks requiring multiple steps.
   Conversational AI / Natural-language processing
 * A gentle introduction to automated reasoning
   December 01, 2021
   Meet Amazon Science’s newest research area.
   Automated reasoning


 * CONFERENCE CALENDAR
   
    * NeurIPS 2021
      Machine learning
      December 6 - 14, 2021
    * ASRU 2021
      Conversational AI / Natural-language processing
      December 13 - 17, 2021
    * WACV 2022
      Computer vision
      January 4 - 8, 2022


NEWS AND FEATURES

View all
The latest news about scientific innovation at Amazon.
View all
 * Developing a model to offer fashion products for diverse tastes
   December 06, 2021
   Scientists are working to address assortment optimization and inventory
   planning challenges for fashion products.
   Operations research and optimization
 * NeurIPS luminaries on the future of AI
   December 02, 2021
   Amazon Science hosts a conversation with Amazon Scholars Michael I. Jordan
   and Michael Kearns and Amazon distinguished scientist Bernhard Schölkopf.
   Machine learning
 * Andrew Goldberg, co-authors, win SIGecom Test of Time Award
   November 24, 2021
   The 2001 paper was awarded for “foundational work initiating a long and
   fruitful line of work in approximately revenue-optimal auction design in
   prior free settings”.
   Operations research and optimization
 * Özalp Özer receives INFORMS honorable mention
   November 17, 2021
   The paper by Özer and his co-authors examines the role of earmarking and
   transparency on donors and their donations.
   Operations research and optimization

The challenge and promise of quantum computing

Join seven Amazon scientists, Scholars and Visiting Academics as they discuss
the current and future challenges of quantum…
Register now


RECENT PUBLICATIONS

View all View all
 * MAPS: Multimodal attention for product similarity
   Nilotpal Das, Aniket Joshi, Promod Yenigalla, Gourav Agrwal
   WACV 2022
   2022
   Learning to identify similar products in the e-commerce domain has widespread
   applications such as ensuring consistent grouping of the products in the
   catalog, avoiding duplicates in the search results, etc. Here, we address the
   problem of learning product similarity for highly challenging real-world data
   from the Amazon catalog. We define it as a… Read More
   Computer vision
 * SeeTek: Very large-scale open-set logo recognition with text-aware metric
   learning
   Chenge Li, Istvan Fehėrvári , Xiaonan Zhao, Ives Macedo, Srikar Appalaraju
   WACV 2022
   2022
   Recent advances in deep learning and computer vision have set new state of
   the art in logo recognition [2, 9, 36]. Logo recognition has mostly been
   approached as a closed-set object recognition problem and more recently as an
   open-set retrieval problem. Current approaches suffer from distinguishing
   visually similar logos, especially in open-set… Read More
   Computer vision
 * NUTA: Non-uniform temporal aggregation for action recognition
   Xinyu Li, Chunhui Liu, Bing Shuai, Yi Zhu, Hao Chen, Joseph Tighe
   WACV 2022
   2022
   In the world of action recognition research, one primary focus has been on
   how to construct and train networks to model the spatial-temporal volume of
   an input video. These methods typically uniformly sample a segment of an
   input clip (along the temporal dimension). However, not all parts of a video
   are equally important to determine the action in… Read More
   Computer vision
 * SSCAP: Self-supervised co-occurrence action parsing for unsupervised temporal
   action segmentation
   Zhe Wang, Hao Chen, Xinyu Li, Chunhui Liu, Yuanjun Xiong, Joseph Tighe,
   Charless Fowlkes
   WACV 2022
   2022
   Temporal action segmentation is a task to classify each frame in the video
   with an action label. However, it is quite expensive to annotate every frame
   in a large corpus of videos to construct a comprehensive supervised training
   dataset. Thus in this work we propose an unsupervised method, namely SSCAP,
   that operates on a corpus of… Read More
   Computer vision
 * Gaussian density parametrization flow: Particle and stochastic approaches
   Théo Galy-Fajou, Valerio Perrone, Manfred Opper
   4th Symposium on Advances in Approximate Bayesian Inference
   
   
   2022
   Bayesian inference is intractable for most practical problems and requires
   approximation schemes with several trade-offs. Variational inference provides
   one of such approximations which, while powerful, has thus far seen limited
   use in high-dimensional applications due to its complexity and computational
   cost. This paper introduces a scalable,… Read More
   Machine learning

Load More


COLLABORATIONS

View all
Amazon engages with the science community in a number of ways.
View all
 * Steve Nowland/Emory University
   Using machine learning to reduce costs, increase accuracy, and improve access
   in healthcare
   December 09, 2021
   Gari Clifford, the chair of the Department of Biomedical Informatics at Emory
   University and an Amazon Research Award recipient, wants to transform
   healthcare.
   Machine learning
 * Courtesy of Garegin Papoian
   Garegin Papoian’s quest to model an elusive class of proteins
   December 08, 2021
   With the support of an Amazon Research Award, Papoian’s team is deciphering
   the dynamics of intrinsically disordered proteins.
   Machine learning
 * Amazon Research Awards issues winter 2022 call for proposals
   November 30, 2021
   Submission period extends from December 6, 2021 to January 21, 2022.
   Conversational AI / Natural-language processing


WORKING AT AMAZON

View all
Meet the people driving the innovation essential to being the world’s most
customer-centric company.
View all
 * Courtesy of De'Aira Bryant
   How De’Aira Bryant found her path into robotics
   November 15, 2021
   The computer scientist recently finished her second internship at Amazon,
   where she worked on a new way to estimate the human expression on faces in
   images.
   Robotics
 * Courtesy of Andreia Pierce
   How Andreia Pierce utilizes her science background in her AWS business role
   November 10, 2021
   Being able to understand and relate to the needs of working scientists is key
   to her success.
   Cloud and systems
 * Cristiana Lara's journey from a curious student to an Amazon research
   scientist
   October 12, 2021
   Today she's helping Amazon to better formulate how to more efficiently
   transport packages through the middle mile of its complex delivery network.
   Operations research and optimization


WORK WITH US

See more jobs See more jobs
Applied Scientist, Classification and Policy Platform
US, CA, Sunnyvale
Job summaryEver wonder how you can keep the world’s largest selection also the
world’s safest and legally compliant selection? Then come join a… Read More
Applied Scientist
CN, 44, Shenzhen
Job summaryAmazon Web Services (AWS) is looking for a world class applied
scientist in Great China Region (GCR). The candidate will… Read More
Data Scientist - Ads, Video Ads Science
US, WA, Seattle
Job summaryAmazon is investing heavily in building a customer centric, world
class advertising business across its many unique… Read More
Senior Manager, Data Science, Analytics & Insights, Amazon Music Marketing &
Growth
US, CA, San Francisco
This role can be based in New York, San Francisco, Seattle, Los Angeles or
Atlanta.Imagine being a part of an agile team where your ideas… Read More
Data Scientist I, Gift Cards
IN, KA, Bangalore
Job summaryHow to use the world’s richest collection of e-commerce data to
improve payments experience for our customers?… Read More
Data Scientist I, Gift Cards
IN, KA, Bangalore
Job summaryHow to use the world’s richest collection of e-commerce data to
improve payments experience for our customers?… Read More
Research Scientist, Amazon Business
US, WA, Seattle
Job summaryAmazon Business Science (ABS) team is looking for an experienced
research scientist to excel at pricing optimization,… Read More
Economist
US, MA, Virtual Location - Massachuset
We are seeking a seasoned Senior Economist to accelerate the growth of Amazon
Prime through econometrics and data analytics. Our… Read More
Applied Scientist II - Automated Reasoning Group, AWS Identity
US, VA, Arlington
Job summaryAre you passionate about applying formal verification, program
analysis, constraint-solving, and theorem proving… Read More
Economist I, People eXperience & Technology Central Science (PXTCS)
US, WA, Seattle
Job summaryAre you motivated by ambiguity? Do you want to apply your
microeconometric skills to solve real problems, and to help real… Read More
Research Scientist, Amazon Freight
US, WA, Bellevue
Job summaryIt’s no secret that Amazon relies on science to deliver millions of
packages every day to its customers – on time, with low… Read More
Manager, Applied Science, Alexa Monetization Services
US, CA, Irvine
Job summaryThe mission of the Economic Technology (ET) team is to disrupt
decision processes at Amazon in order to generate… Read More
Applied Scientist
US, CO, Boulder
Job summaryAs a team, we are focused on building services that are able to
deliver relevant marketing campaigns in a privacy-centric… Read More
Data Scientist
US, CA, Sunnyvale
Job summaryAre you seeking an environment where you can drive innovation? Do you
want to apply learning techniques and advanced… Read More
Applied Scientist, Alexa AI
US, WA, Seattle
Job summaryDo you want to join Alexa Artificial Intelligence (AI), the science
team behind Amazon’s intelligence voice assistance… Read More
Principal Applied Scientist , Engagement and Cinematic Marketing Tech
US, WA, Seattle
Job summaryAt Prime Video, we’re inventing a customer-centric future that offers
more choice and flexibility than ever. Where you can… Read More
Data Scientist, Prime Video Live Sports
US, CA, Culver City
Job summaryAmazon is seeking an outstanding Data Scientist to uncover key
insights on how customers engage with live sports events… Read More
Data Scientist, Employee Investment Services (EIS), Employee Investment Services
US, Virtual
Job summaryAmazon has helped reinvent how we live our daily lives. As an HR
team, we are rethinking how HR supports the employee… Read More
Data Scientist, Employee Investment Services
US, VA, Arlington
Job summaryAmazon has helped reinvent how we live our daily lives. As an HR
team, we are rethinking how HR supports the employee… Read More
Applied Scientist - AWS AI
US, CA, Santa Clara
Job summaryAmazon AI is looking for world class scientists to join its Deep
Engine team. As part of this team, you will be responsible for… Read More
 * About
 * Research areas
 * Blog
 * News and features
 * Publications
 * Conferences
 * Collaborations
 * Careers
 * Academics
 * Research Awards
 * About Amazon
 * Amazon Developer
 * Amazon Web Services
 * Newsletter
 * Search
 * RSS

Have feedback?
Help us improve the website
Take survey
Amazon.com | Conditions of Use | Privacy | © 1996-2021 Amazon.com, Inc. or its
affiliates
Follow Us
 * twitter
 * instagram
 * youtube
 * facebook
 * linkedin