Token-Specific Watermarking with Enhanced Detectability and Semantic Coherence for Large Language Modelsby Mingjia Huo, Sai…
Data augmentation method for modeling health records with applications to clopidogrel treatment failure detectionby Sunwoong…
No Token Left Behind: Reliable KV Cache Compression via Importance-Aware Mixed Precision Quantizationby June Yong…
PRCL: Probabilistic Representation Contrastive Learning for Semi-Supervised Semantic Segmentationby Haoyu Xie, Changqi Wang, Jian Zhao,…
Hierarchical Multi-Relational Graph Representation Learning for Large-Scale Prediction of Drug-Drug Interactionsby Mengying Jiang, Guizhong Liu,…
Downstream Task Guided Masking Learning in Masked Autoencoders Using Multi-Level Optimizationby Han Guo, Ramtin Hosseini,…
Classes Are Not Equal: An Empirical Study on Image Recognition Fairnessby Jiequan Cui, Beier Zhu,…
On the Inductive Biases of Demographic Parity-based Fair Learning Algorithmsby Haoyu Lei, Amin Gohari, Farzan…
Provably Efficient Partially Observable Risk-Sensitive Reinforcement Learning with Hindsight Observationby Tonghe Zhang, Yu Chen, Longbo…
Diffusion-Based Neural Network Weights Generationby Bedionita Soro, Bruno Andreis, Hayeon Lee, Wonyong Jeong, Song Chong,…