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Computer Vision

Enabling computers and devices to understand what they see.

Microsoft at CVPR 2024: Innovations in computer vision and AI research

DecodingTrust: A Comprehensive Assessment of Trustworthiness in GPT Models

Exploring how context, culture, and character matter in avatar research

FeatUp: A Model-Agnostic Framework for Features at Any Resolution

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Published Date

Publication

Biome vs. Species Traits: What Is the Best Scale for Phenology Models?

Silvia Caldararu, Matthew Smith, Drew Purves

Oral presentation at 2012 Fall Meeting, AGU, San Francisco, CA | December 2012

Oral presentation: Abstract B34B-05 presented at 2012 Fall Meeting, AGU, San Francisco, CA, 3-7 Dec.

Publication

User-centric Learning and Evaluation of Interactive Segmentation Systems

Pushmeet Kohli, Hannes Nickisch, Carsten Rother, Christoph Rhemann

International Journal of Computer Vision | December 2012, pp. 261-274

Publication

A Multi-View Embedding Space for Internet Images, Tags, and Their Semantics

Qifa Ke, Michael Isard

MSR-TR-2012-129 | December 2012

accepted by International Journal of Computer Vision (IJCV)

Publication

Image-based clothes animation for virtual fitting

Zhenglong Zhou, Bo Shu, Zhaojie Zhuo, Xiaoming Deng, Ping Tan, Stephen Lin

SA ’12 SIGGRAPH Asia 2012 Technical Briefs | December 2012

Publication

Non-parametric CRFs for Image Labeling

Jeremy Jancsary, Sebastian Nowozin, Carsten Rother

NIPS Workshop on Modern Nonparametric Methods in Machine Learning | December 2012

NIPS Workshop on Modern Nonparametric Methods in Machine Learning

Video

The Pipeline from Computing Research to Surprising Inventions

November 25, 2012 | Sophie Ge

Peter Lee’s Keynote Speech on the 14th Computing in the 21st Century Conference co-hosted by Microsoft Research Asia, Nankai University and Tianjin University on October 25, 2012. Abstract:One of the most exciting aspects of computer…

Publication

Removal of dust artifacts in focal stack image sequences

Chen Li, Kun Zhou, Stephen Lin

2012 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) | November 2012

Video

Introducing Project Naiad and Differential Dataflow

November 8, 2012 | Martin Abadi, Rebecca Isaacs, Michael Isard, Frank McSherry, Derek Murray

Naiad, now available for download, is an investigation of data-parallel dataflow computation in the spirit of Dryad and DryadLINQ, but with a focus on incremental computation. Naiad introduces a new computational model, differential dataflow, operating…

a man standing in front of a computer screen

35:14

Publication

Probabilistic Sequential POIs Recommendation via Check-In Data

Jitao Sang, Tao Mei, Jiaotao Sun, Changsheng Xu, Shipeng Li

November 2012

Publication

Hierarchical Object Representations for Visual Recognition via Weakly Supervised Learning

Tianzhu Zhang, Rui Cai, Zhiwei Li (李志伟), Lei Zhang, Hanqing Lu

Asian Conference on Computer Vision (ACCV 2012) | November 2012

Computer Vision

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