DLP-LoRA: Efficient Task-Specific LoRA Fusion with a Dynamic, Lightweight Plugin for Large Language Modelsby Yuxuan…
Scalable Multi-Task Transfer Learning for Molecular Property Predictionby Chanhui Lee, Dae-Woong Jeong, Sung Moon Ko,…
The Perfect Blend: Redefining RLHF with Mixture of Judgesby Tengyu Xu, Eryk Helenowski, Karthik Abinav…
Exploiting Adjacent Similarity in Multi-Armed Bandit Tasks via Transfer of Reward Samplesby NR Rahul, Vaibhav…
Task-agnostic Pre-training and Task-guided Fine-tuning for Versatile Diffusion Plannerby Chenyou Fan, Chenjia Bai, Zhao Shan,…
Optimal Protocols for Continual Learning via Statistical Physics and Control Theoryby Francesco Mori, Stefano Sarao…
Uni-Med: A Unified Medical Generalist Foundation Model For Multi-Task Learning Via Connector-MoEby Xun Zhu, Ying…
Task Addition in Multi-Task Learning by Geometrical Alignmentby Soorin Yim, Dae-Woong Jeong, Sung Moon Ko,…
Learning Representation for Multitask learning through Self Supervised Auxiliary learningby Seokwon Shin, Hyungrok Do, Youngdoo…
Temporally Consistent Factuality Probing for Large Language Modelsby Ashutosh Bajpai, Aaryan Goyal, Atif Anwer, Tanmoy…