40 citations · 43 across the 4 of their papers we have counts for
4 papers · 1 filter
LAMM: Language-Assisted Multi-Modal Instruction-Tuning Dataset, Framework, and Benchmark
Zhenfei Yin, Jiong Wang, Jianjian Cao +9
Large language models have emerged as a promising approach towards achieving general-purpose AI agents. The thriving open-source LLM community has greatly accelerated the developme…
A2S-NAS: Asymmetric Spectral-Spatial Neural Architecture Search For Hyperspectral Image Classification
Lin Zhan, Jiayuan Fan, Peng Ye +1
Existing deep learning-based hyperspectral image (HSI) classification works still suffer from the limitation of the fixed-sized receptive field, leading to difficulties in distinct…
JNDMix: JND-Based Data Augmentation for No-reference Image Quality Assessment
Jiamu Sheng, Jiayuan Fan, Peng Ye +1
Despite substantial progress in no-reference image quality assessment (NR-IQA), previous training models often suffer from over-fitting due to the limited scale of used datasets, r…
Bilateral Cross-Modality Graph Matching Attention for Feature Fusion in Visual Question Answering
JianJian Cao, Xiameng Qin, Sanyuan Zhao +1
Answering semantically-complicated questions according to an image is challenging in Visual Question Answering (VQA) task. Although the image can be well represented by deep learni…