Aggregated Knowledge Model: Enhancing Domain-Specific QA with Fine-Tuned and Retrieval-Augmented Generation Modelsby Fengchen Liu, Jordan…
SimRAG: Self-Improving Retrieval-Augmented Generation for Adapting Large Language Models to Specialized Domainsby Ran Xu, Hui…
Which Client is Reliable?: A Reliable and Personalized Prompt-based Federated Learning for Medical Image Question…
Progressive Compositionality In Text-to-Image Generative Modelsby Xu Han, Linghao Jin, Xiaofeng Liu, Paul Pu LiangFirst…
xGen-MM-Vid (BLIP-3-Video): You Only Need 32 Tokens to Represent a Video Even in VLMsby Michael…
Optimal Query Allocation in Extractive QA with LLMs: A Learning-to-Defer Framework with Theoretical Guaranteesby Yannis…
Object-Centric Temporal Consistency via Conditional Autoregressive Inductive Biasesby Cristian Meo, Akihiro Nakano, Mircea Lică, Aniket…
Bridging the Training-Inference Gap in LLMs by Leveraging Self-Generated Tokensby Zhepeng Cen, Yao Liu, Siliang…
Electrocardiogram-Language Model for Few-Shot Question Answering with Meta Learningby Jialu Tang, Tong Xia, Yuan Lu,…
From Isolated Conversations to Hierarchical Schemas: Dynamic Tree Memory Representation for LLMsby Alireza Rezazadeh, Zichao…