Differentially Private Knowledge Distillation via Synthetic Text Generationby James Flemings, Murali AnnavaramFirst submitted to arxiv…
Tree-Regularized Tabular Embeddingsby Xuan Li, Yun Wang, Bo LiFirst submitted to arxiv on: 1 Mar…
Fine-tuning with Very Large Dropoutby Jianyu Zhang, Léon BottouFirst submitted to arxiv on: 1 Mar…
EfficientZero V2: Mastering Discrete and Continuous Control with Limited Databy Shengjie Wang, Shaohuai Liu, Weirui…
Beyond Single-Model Views for Deep Learning: Optimization versus Generalizability of Stochastic Optimization Algorithmsby Toki Tahmid…
Bias Mitigation in Fine-tuning Pre-trained Models for Enhanced Fairness and Efficiencyby Yixuan Zhang, Feng ZhouFirst…
Rethinking cluster-conditioned diffusion models for label-free image synthesisby Nikolas Adaloglou, Tim Kaiser, Felix Michels, Markus…
Rethinking The Uniformity Metric in Self-Supervised Learningby Xianghong Fang, Jian Li, Qiang Sun, Benyou WangFirst…
Stability-Certified Learning of Control Systems with Quadratic Nonlinearitiesby Igor Pontes Duff, Pawan Goyal, Peter BennerFirst…
Advancing Additive Manufacturing through Deep Learning: A Comprehensive Review of Current Progress and Future Challengesby…