Nvidia's KV Cache Transform Coding (KVTC) compresses LLM key-value cache by 20x without model changes, cutting GPU memory costs and time-to-first-token by up to 8x for multi-turn AI applications.

To improve image cache management in their Android app, Grab engineers transitioned from a Least Recently Used (LRU) cache to a Time-Aware Least Recently Used (TLRU) cache, enabling them to reclaim ...

I receive one offering at a time. Some I deny. Some I return…revealed. View Entire Post › ...

Traditional lossy compression algorithms like JPEG are not data-specific and may not achieve the best possible compression rates for datasets where images are semantically related. This project ...

You might be staring at your SEO checklist in disbelief right now. Rightfully so. You’re already optimized the metadata, headers, internal links, copy, and even done some technical setup for every ...

Abstract: We propose a new algorithm for the compression factor control (CF-CTRL) when the JPEG compression algorithm is used. It can be used, for example, in the digital still cameras (DSCs), where a ...

The discrete cosine transform (DCT) remains a cornerstone of modern image and video compression techniques, enabling the decomposition of visual data into frequency components that can be efficiently ...

Hi,it's a nice work! In paper DFFN part, you described 'Motivated by the JPEG compression algorithm, we introduce a learnable quantization matrix W and learn it by an inverse method of JPEG ...

The ongoing evolution of image compression formats has led to a significant shift in the way we store and transmit images online. JPEG, the longstanding format, has been the go-to for decades due to ...