SimSiam holds an eminent status in Self-Supervised Learning by simplifying Representation Learning without relying on negative pairs - typically employed in SimCLR to contrast between dissimilar ...
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Image Captioning using ResNet and LSTM
Imagine you’re watching a travel vlog on YouTube, and you turn on the image captions feature. As the video shows a stunning view of Mount Fuji, a caption appears: “Snow-capped Mount Fuji at sunrise ...
Molmo VLM AI : Paper Explanation and Demo Applications – AllenAI (Ai2)
Molmo VLM is an exceptional open-source family of Vision-Language models, demonstrating remarkable strengths in tasks like Pointing, Counting, VQA and clock face recognition. What sets Molmo apart ...
3D Gaussian Splatting Introduction – Paper Explanation & Training on Custom Datasets with NeRF Studio Gsplats
3D Gaussian Splatting (3DGS) is redefining the landscape of 3D computer graphics and vision — but here’s a twist: it achieves groundbreaking results without relying on any neural networks, not even a ...
FLUX AI Image Generation: Experimenting with the Parameters
Image generation has become a fascinating field in AI, offering tools to create astounding visuals with minimal effort. Flux AI image generation model, an open-source model developed by Black Forest ...
Contrastive Learning – SimCLR and BYOL (With Code Example)
Supervised Learning has been dominant for years, but its reliance on labeled data—a costly and time-consuming resource—creates challenges, especially in areas like medical imaging. On the other hand, ...