Search Results for author: Daniel McKee

Found 5 papers, 2 papers with code

Dressing in Order: Recurrent Person Image Generation for Pose Transfer, Virtual Try-on and Outfit Editing

1 code implementation ICCV 2021 Aiyu Cui, Daniel McKee, Svetlana Lazebnik

We propose a flexible person generation framework called Dressing in Order (DiOr), which supports 2D pose transfer, virtual try-on, and several fashion editing tasks.

Fashion Synthesis Pose Transfer +1

Multi-Object Tracking with Hallucinated and Unlabeled Videos

no code implementations19 Aug 2021 Daniel McKee, Bing Shuai, Andrew Berneshawi, Manchen Wang, Davide Modolo, Svetlana Lazebnik, Joseph Tighe

Next, to tackle harder tracking cases, we mine hard examples across an unlabeled pool of real videos with a tracker trained on our hallucinated video data.

Multi-Object Tracking Object

Transfer of Representations to Video Label Propagation: Implementation Factors Matter

no code implementations10 Mar 2022 Daniel McKee, Zitong Zhan, Bing Shuai, Davide Modolo, Joseph Tighe, Svetlana Lazebnik

This work studies feature representations for dense label propagation in video, with a focus on recently proposed methods that learn video correspondence using self-supervised signals such as colorization or temporal cycle consistency.

Colorization

Robust Online Video Instance Segmentation with Track Queries

1 code implementation16 Nov 2022 Zitong Zhan, Daniel McKee, Svetlana Lazebnik

We propose a fully online transformer-based video instance segmentation model that performs comparably to top offline methods on the YouTube-VIS 2019 benchmark and considerably outperforms them on UVO and OVIS.

Image Segmentation Instance Segmentation +6

Language-Guided Music Recommendation for Video via Prompt Analogies

no code implementations CVPR 2023 Daniel McKee, Justin Salamon, Josef Sivic, Bryan Russell

A key challenge of this problem setting is that existing music video datasets provide the needed (video, music) training pairs, but lack text descriptions of the music.

4k Language Modelling +2

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