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Apple Released FastVLM: A Novel Hybrid Vision Encoder which is 85x Faster and 3.4x Smaller than Comparable Sized Vision Language Models (VLMs)

Vision Language Models (VLMs) allow both text inputs and visual understanding. However, image resolution is crucial for VLM performance for processing text and chart-rich data. Increasing image ...
IEEE

AVNPSO: Hyperparameter Optimization of Encoder-Decoder Networks for Image Segmentation

Abstract: Image segmentation is crucial in many fields, but existing image segmentation models based on encoder-decoder networks are constrained by manual parameter tuning and the limited ...
GitHub

Question about frozen encoder and decoder architecture in Figure 2

First of all, I'd like to commend the authors on the excellent work presented in SSS! I have a quick question regarding the model architecture, specifically related to the frozen image encoder and ...
Frontiers

DTCNet: finger flexion decoding with three-dimensional ECoG data

ECoG signals are widely used in Brain-Computer Interfaces (BCIs) due to their high spatial resolution and superior signal quality, particularly in the field of neural control. ECoG enables more ...
GitHub

Failed to inference by vllm server: TypeError: Unknown image model type: vision-encoder-decoder

Recently I was trying to deploy dolphin by vllm and after taking a look at the vllm deploy support, I installed vllm-dolphin. But after starting model by vllm using instruction "python -m ...
TechRepublic

Microsoft’s Mu Brings Natural Language Chats to Windows 11’s Settings Menu

Microsoft’s Mu Brings Natural Language Chats to Windows 11’s Settings Menu Your email has been sent A screenshot of Mu performing real-time question answering. Image: Windows YouTube channel Microsoft ...