Paper are invited for submissions that present novel, impactful applications of Data Science, Knowledge Discovery, Machine Learning, Language models, Vision models, Multi-modal models, Robotics, etc. and related areas in the theme of SSLM . The below list is just indicative, not complete.
Task-specific small language model development for different practical and industrial applications
Parameter efficiency
Computing, memory, throughput optimization while serving or at inference
Model compression
Efficient training and finetuning including LoRA, QLoRA
State-space language models like Mamba, Cobra
Hw-Sw co-design
Small language models
Resource-efficient designs
Data rivacy-preservation
Edge AI
Robust models
Vison and multi-modal models
Industrial applications of AI