9 citations · 13 across the 8 of their papers we have counts for
4 papers · 1 filter
VisualRWKV-HD and UHD: Advancing High-Resolution Processing for Visual Language Models
Zihang Li, Haowen Hou
Accurately understanding complex visual information is crucial for visual language models (VLMs). Enhancing image resolution can improve visual perception capabilities, not only re…
Enhancing and Accelerating Large Language Models via Instruction-Aware Contextual Compression
Haowen Hou, Fei Ma, Binwen Bai +2
Large Language Models (LLMs) have garnered widespread attention due to their remarkable performance across various tasks. However, to mitigate the issue of hallucinations, LLMs oft…
VisualRWKV: Exploring Recurrent Neural Networks for Visual Language Models
Haowen Hou, Peigen Zeng, Fei Ma +1
Visual Language Models (VLMs) have rapidly progressed with the recent success of large language models. However, there have been few attempts to incorporate efficient linear Recurr…
RWKV-TS: Beyond Traditional Recurrent Neural Network for Time Series Tasks
Haowen Hou, F. Richard Yu
Traditional Recurrent Neural Network (RNN) architectures, such as LSTM and GRU, have historically held prominence in time series tasks. However, they have recently seen a decline i…