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Oct 21, 2024 · We propose an adapted training method that combines noisy and synthetic captions, resulting in improvements across both dense and global understanding tasks.
Oct 14, 2024 · This paper presents a spatial-aware text-image pre-training method that combines contrastive image-text learning with self-supervised masked image modeling.
Oct 22, 2024 · TIPS is a general-purpose image-text encoder model, which can be effectively used for dense and global understanding, in vision-only or vision-language tasks.
TIPS: Text-Image Pretraining with Spatial Awareness. from www.researchgate.net
Oct 25, 2024 · Our method, which we refer to as Text-Image Pretraining with Spatial awareness (TIPS), leverages two simple and effective insights. First, on ...
TIPS: Text-Image Pretraining with Spatial Awareness. from x.com
Oct 23, 2024 · Want some TIPS? Well, then check out “Text-Image Pretraining with Spatial awareness” :) TIPS is a general-purpose image-text encoder, ...
Oct 21, 2024 · TIPS: Text-Image Pretraining with Spatial Awareness ... We propose an adapted training method that combines noisy and synthetic captions, ...
While image-text representation learning has become very popular in recent years, existing models tend to lack spatial awareness and have limited direct ...
Oct 23, 2024 · TIPS: Text-Image Pretraining with Spatial Awareness. ... While image-text representation learning has become very popular in recent years, ...
TIPS: Text-Image Pretraining with Spatial Awareness. from twitter.com
Oct 23, 2024 · DeepMind paper: goal is to train an image-language backbone that's better at dense tasks.
TIPS: Text-Image Pretraining with Spatial awareness · 20 Sept 2024 (modified: 02 Dec 2024) · ICLR 2025 Conference Submission · Readers: Everyone ...