Summary of Mbq: Modality-balanced Quantization For Large Vision-language Models, by Shiyao Li et al.
MBQ: Modality-Balanced Quantization for Large Vision-Language Modelsby Shiyao Li, Yingchun Hu, Xuefei Ning, Xihui Liu,…
Summary of A Survey on Large Language Model Acceleration Based on Kv Cache Management, by Haoyang Li et al.
A Survey on Large Language Model Acceleration based on KV Cache Managementby Haoyang Li, Yiming…
Summary of Progressive Fine-to-coarse Reconstruction For Accurate Low-bit Post-training Quantization in Vision Transformers, by Rui Ding et al.
Progressive Fine-to-Coarse Reconstruction for Accurate Low-Bit Post-Training Quantization in Vision Transformersby Rui Ding, Liang Yong,…
Summary of Efficient Quantization-aware Training on Segment Anything Model in Medical Images and Its Deployment, by Haisheng Lu et al.
Efficient Quantization-Aware Training on Segment Anything Model in Medical Images and Its Deploymentby Haisheng Lu,…
Summary of Compression For Better: a General and Stable Lossless Compression Framework, by Boyang Zhang et al.
Compression for Better: A General and Stable Lossless Compression Frameworkby Boyang Zhang, Daning Cheng, Yunquan…
Summary of Queen: Quantized Efficient Encoding Of Dynamic Gaussians For Streaming Free-viewpoint Videos, by Sharath Girish et al.
QUEEN: QUantized Efficient ENcoding of Dynamic Gaussians for Streaming Free-viewpoint Videosby Sharath Girish, Tianye Li,…
Summary of Tokenflow: Unified Image Tokenizer For Multimodal Understanding and Generation, by Liao Qu et al.
TokenFlow: Unified Image Tokenizer for Multimodal Understanding and Generationby Liao Qu, Huichao Zhang, Yiheng Liu,…
Summary of Scalable Image Tokenization with Index Backpropagation Quantization, by Fengyuan Shi et al.
Scalable Image Tokenization with Index Backpropagation Quantizationby Fengyuan Shi, Zhuoyan Luo, Yixiao Ge, Yujiu Yang,…
Summary of Scaling Image Tokenizers with Grouped Spherical Quantization, by Jiangtao Wang et al.
Scaling Image Tokenizers with Grouped Spherical Quantizationby Jiangtao Wang, Zhen Qin, Yifan Zhang, Vincent Tao…
Summary of Orthus: Autoregressive Interleaved Image-text Generation with Modality-specific Heads, by Siqi Kou et al.
Orthus: Autoregressive Interleaved Image-Text Generation with Modality-Specific Headsby Siqi Kou, Jiachun Jin, Chang Liu, Ye…