Despite recent breakthroughs in deep learning for materials informatics, there exists a disparity between their popularity in academic research and their limited adoption in the industry. A significant contributor to this “interpretability-adoption gap” is the prevalence of black-box models and the lac...
“The woman who readClimbing the Stairsaloud did a great job,” my friend said. She was telling me, with delight, how her children and their friends — two girls and two boys — listened with rapt attention to the audio book version of my debut novel...
If you use clipart, think about a powerful image, animated gif, or short video that could replace it. You might even have that image on your camera roll. I will often take photos of imagery I come across, not sure at the time how it will be used. But then, I have it ready when...
Existing evaluation metrics like CIDEr or CLIP-Score fall short in this regard as they do not take into account the corresponding image or lack the capability of encoding fine-grained details and penalizing hallucinations. To overcome these issues, in this paper, we propose BRIDGE, a new ...
In this work, we propose to address this problem by performing object-centric alignment of the language embeddings from the CLIP model. Furthermore, we visually ground the objects with only image-level supervision using a pseudo-labeling process that provides high-quality object proposals and helps...
death- the permanent end of all life functions in an organism or part of an organism; "the animal died a painful death" myonecrosis- localized death of muscle cell fibers Based on WordNet 3.0, Farlex clipart collection. © 2003-2012 Princeton University, Farlex Inc. ...
An emotional meeting of senior citizens and their fourth-grade e-pals was the culminating event of a project initiated by teacher Jim Flack at North Elementary School in Lancaster, Ohio. Included: Comments from the kids and senior citizens!
Bridging the Gap Between Vision Transformers and Convolutional Neural Networks on Small Datasets Zhiying Lu, Hongtao Xie, Chuanbin Liu, Yongdong Zhang Updates! Note that we fix the bug when calculating the FLOPs of the models. There are two reasons. ...
(OVD) include pretrained CLIP model and image-level supervision. We note that both these modes of supervision are not optimally aligned for the detection task: CLIP is trained with image-text pairs and lacks precise localization of objects while the image-level supervision has been used with ...
In doing so, our method en- ables the shared parameters to learn and adapt to the local data characteristics, improving consistency between both parameters. This Parameter-Alignment method bridge the local-global knowledge gap caused by asynchronous up- date and enhance the m...