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Miri Technologies ships V410 live 4K video encoder/decoder

Miri Technologies Inc. has begun shipping its V410 live 4K video encoder/decoder for streaming, IP-based production workflows and AV-over-IP distribution. Winner of a 2026 NAB Show Product of the Year ...
IEEE

Abstractive Financial News Summarization via Transformer-BiLSTM Encoder and Graph Attention-Based Decoder

Abstract: Financial news summarization (FNS) has been an attractive research problem in recent years, which aims to generate a shorter highlight of the news article while preserving key factual ...
GitHub

VapourSynth filter for exemplar-based video colorization using CMNET2.

Colorizes black-and-white clips by propagating color from reference frames using the CMNET2 deep learning model with a sliding permanent-memory window.
GitHub

SED: A Simple Encoder-Decoder for Open-Vocabulary Semantic Segmentation

We propose an encoder-decoder for open-vocabulary semantic segmentation comprising a hierarchical encoder-based cost map generation and a gradual fusion decoder. We introduce a category early ...
NPR

New research helps explain how human brains are able decode speech so quickly

Scientists are learning how the brain extracts discrete words from a continuous stream of sounds. UNIDENTIFIED PERSON #1: (Speaking Japanese). SUMMERS: Unless you speak Japanese, that probably sounded ...
IEEE

Vision Intelligence Assisted Lung Function Estimation Based on Transformer Encoder–Decoder Network With Invertible Modeling

Abstract: Lung function evaluation is important to many medical applications, but conducting pulmonary function tests is constrained by different conditions. This article presents a pioneer study of ...