adaptive compression - Robuta Search

https://www.semanticscholar.org/topic/Adaptive-compression/171506 Adaptive compression | Semantic Scholar Adaptive compression is a type of data compression which changes compression algorithms based on the type of data being compressed. adaptive compression semantic scholar https://openreview.net/forum?id=G9xhvGPtte&referrer=%5Bthe%20profile%20of%20Jun%20Chen%5D(%2Fprofile%3Fid%3D~Jun_Chen11) LongVU: Spatiotemporal Adaptive Compression for Long Video-Language Understanding | OpenReview Multimodal Large Language Models (MLLMs) have shown promising progress in understanding and analyzing video content. However, processing long videos remains a... adaptive compression long video language understanding spatiotemporal openreview https://openreview.net/forum?id=lD9Kc22Wls&referrer=%5Bthe%20profile%20of%20Ilia%20Markov%5D(%2Fprofile%3Fid%3D~Ilia_Markov1) Quantized Optimistic Dual Averaging with Adaptive Layer-wise Compression | OpenReview We develop a general layer-wise and adaptive compression framework with applications to solving variational inequality problems (VI) in a large-scale and... quantized optimistic dual averaging adaptive https://deepai.org/publication/real-time-adaptive-image-compression Real-Time Adaptive Image Compression | DeepAI May 16, 2017 - 05/16/17 - We present a machine learning-based approach to lossy image compression which outperforms all existing codecs, while running in re... real time image compression adaptive deepai https://en.wikipedia.org/wiki/Adaptive_scalable_texture_compression Adaptive scalable texture compression - Wikipedia texture compression adaptive scalable wikipedia https://arxiv.org/abs/2605.02888 [2605.02888] SpecKV: Adaptive Speculative Decoding with Compression-Aware Gamma Selection Abstract page for arXiv paper 2605.02888: SpecKV: Adaptive Speculative Decoding with Compression-Aware Gamma Selection speculative decoding 2605 02888 adaptive https://openreview.net/forum?id=pFyXqxChZc IntSGD: Adaptive Floatless Compression of Stochastic Gradients | OpenReview We propose a family of adaptive integer compression operators for distributed Stochastic Gradient Descent (SGD) that do not communicate a single float. This is... adaptive floatless compression stochastic gradients https://www.inderscience.com/info/inarticle.php?artid=39184 Article: Image compression using adaptive lifting scheme based on minimum mean square error... Inderscience is a global company, a dynamic leading independent journal publisher disseminates the latest research across the broad fields of science,... https://openreview.net/forum?id=uNrFpDPMyo&referrer=%5Bthe%20profile%20of%20Suyu%20Ge%5D(%2Fprofile%3Fid%3D~Suyu_Ge1) Model Tells You What to Discard: Adaptive KV Cache Compression for LLMs | OpenReview In this study, we introduce adaptive KV cache compression, a plug-and-play method that reduces the memory footprint of generative inference for Large Language... https://www.amazon.science/publications/byteflow-language-modeling-through-adaptive-byte-compression-without-a-tokenizer ByteFlow: Language modeling through adaptive byte compression without a tokenizer - Amazon Science Modern language models (LMs) still rely on fixed, pre-defined subword tokenizations. Once a tokenizer is trained, the LM can only operate at this fixed level... language modeling https://arxiv.org/abs/2603.04411 [2603.04411] One Size Does Not Fit All: Token-Wise Adaptive Compression for KV Cache Abstract page for arXiv paper 2603.04411: One Size Does Not Fit All: Token-Wise Adaptive Compression for KV Cache one size does not fit all https://www.preprints.org/manuscript/202505.0171 An Enhanced Fractal Image Compression Algorithm Based on Adaptive Non-Uniform Rectangular... The Basic Fractal Image Compression (BFIC) method is widely known for its high computational complexity and long encoding time under a fixed block... fractal image compression https://huggingface.co/papers/2310.01801 Paper page - Model Tells You What to Discard: Adaptive KV Cache Compression for LLMs Join the discussion on this paper page https://deepai.org/publication/adaptive-encoding-strategies-for-erasing-based-lossless-floating-point-compression Adaptive Encoding Strategies for Erasing-Based Lossless Floating-Point Compression | DeepAI Aug 23, 2023 - 08/23/23 - Lossless floating-point time series compression is crucial for a wide range of critical scenarios. Nevertheless, it is a big chall... floating point adaptive encoding strategies erasing