Simon Jenni | DeepAI

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∙ 06/16/2023

Meta-Personalizing Vision-Language Models to Find Named Instances in Video

Large-scale vision-language models (VLM) have shown impressive results f...

0 Chun-Hsiao Yeh, et al. ∙

∙ 04/10/2023

EKILA: Synthetic Media Provenance and Attribution for Generative Art

We present EKILA; a decentralized framework that enables creatives to re...

0 Kar Balan, et al. ∙

∙ 03/23/2023

VADER: Video Alignment Differencing and Retrieval

We propose VADER, a spatio-temporal matching, alignment, and change summ...

0 Alexander Black, et al. ∙

∙ 02/15/2023

Audio-Visual Contrastive Learning with Temporal Self-Supervision

We propose a self-supervised learning approach for videos that learns re...

0 Simon Jenni, et al. ∙

∙ 11/30/2022

Spatio-Temporal Crop Aggregation for Video Representation Learning

We propose Spatio-temporal Crop Aggregation for video representation LEa...

0 Sepehr Sameni, et al. ∙

∙ 06/28/2022

SImProv: Scalable Image Provenance Framework for Robust Content Attribution

We present SImProv - a scalable image provenance framework to match a qu...

0 Alexander Black, et al. ∙

∙ 05/11/2022

Video-ReTime: Learning Temporally Varying Speediness for Time Remapping

We propose a method for generating a temporally remapped video that matc...

0 Simon Jenni, et al. ∙

∙ 04/10/2022

DILEMMA: Self-Supervised Shape and Texture Learning with Transformers

There is a growing belief that deep neural networks with a shape bias ma...

0 Sepehr Sameni, et al. ∙

∙ 12/14/2021

Learning to Deblur and Rotate Motion-Blurred Faces

We propose a solution to the novel task of rendering sharp videos from n...

12 Givi Meishvili, et al. ∙

∙ 12/07/2021

Time-Equivariant Contrastive Video Representation Learning

We introduce a novel self-supervised contrastive learning method to lear...

0 Simon Jenni, et al. ∙

∙ 09/21/2021

VPN: Video Provenance Network for Robust Content Attribution

We present VPN - a content attribution method for recovering provenance ...

5 Alexander Black, et al. ∙

∙ 10/13/2020

Self-Supervised Multi-View Synchronization Learning for 3D Pose Estimation

Current state-of-the-art methods cast monocular 3D human pose estimation...

0 Simon Jenni, et al. ∙

∙ 07/21/2020

Video Representation Learning by Recognizing Temporal Transformations

We introduce a novel self-supervised learning approach to learn represen...

7 Simon Jenni, et al. ∙

∙ 04/05/2020

Steering Self-Supervised Feature Learning Beyond Local Pixel Statistics

We introduce a novel principle for self-supervised feature learning base...

5 Simon Jenni, et al. ∙

∙ 09/27/2019

Learning to Have an Ear for Face Super-Resolution

We propose a novel method to perform extreme (16x) face super-resolution...

0 Givi Meishvili, et al. ∙

∙ 06/11/2019

On Stabilizing Generative Adversarial Training with Noise

We present a novel method and analysis to train generative adversarial n...

7 Simon Jenni, et al. ∙

∙ 09/05/2018

Deep Bilevel Learning

We present a novel regularization approach to train neural networks that...

0 Simon Jenni, et al. ∙

∙ 06/13/2018

Self-Supervised Feature Learning by Learning to Spot Artifacts

We introduce a novel self-supervised learning method based on adversaria...

4 Simon Jenni, et al. ∙

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