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07/20/2023
Language-based Action Concept Spaces Improve Video Self-Supervised Learning
Recent contrastive language image pre-training has led to learning highl...
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10/18/2022
Perceptual Grouping in Vision-Language Models
Recent advances in zero-shot image recognition suggest that vision-langu...
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12/02/2021
Self-supervised Video Transformer
In this paper, we propose self-supervised training for video transformer...
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06/08/2021
On Improving Adversarial Transferability of Vision Transformers
Vision transformers (ViTs) process input images as sequences of patches ...
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03/25/2021
Orthogonal Projection Loss
Deep neural networks have achieved remarkable performance on a range of ...
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10/07/2020
Conditional Generative Modeling via Learning the Latent Space
Although deep learning has achieved appealing results on several machine...
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12/25/2019
Extending Multi-Object Tracking systems to better exploit appearance and 3D information
Tracking multiple objects in real time is essential for a variety of rea...
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12/11/2019
Bipartite Conditional Random Fields for Panoptic Segmentation
We tackle the panoptic segmentation problem with a conditional random fi...
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10/16/2018