Facial Wrinkle Segmentation for Cosmetic Dermatology: Pretraining with Texture Map-Based Weak Supervisionby Junho Moon, Haejun…
Active Learning for Identifying Disaster-Related Tweets: A Comparison with Keyword Filtering and Generic Fine-Tuningby David…
MoDeGPT: Modular Decomposition for Large Language Model Compressionby Chi-Heng Lin, Shangqian Gao, James Seale Smith,…
Mitigating Noise Detriment in Differentially Private Federated Learning with Model Pre-trainingby Huitong Jin, Yipeng Zhou,…
Out-of-distribution generalization via composition: a lens through induction heads in Transformersby Jiajun Song, Zhuoyan Xu,…
Zero-Shot Object-Centric Representation Learningby Aniket Didolkar, Andrii Zadaianchuk, Anirudh Goyal, Mike Mozer, Yoshua Bengio, Georg…
Threshold Filtering Packing for Supervised Fine-Tuning: Training Related Samples within Packsby Jiancheng Dong, Lei Jiang,…
MoRA: LoRA Guided Multi-Modal Disease Diagnosis with Missing Modalityby Zhiyi Shi, Junsik Kim, Wanhua Li,…
Learning to Route for Dynamic Adapter Composition in Continual Learning with Language Modelsby Vladimir Araujo,…
D5RL: Diverse Datasets for Data-Driven Deep Reinforcement Learningby Rafael Rafailov, Kyle Hatch, Anikait Singh, Laura…