"loss functions" Papers

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Advancing Loss Functions in Recommender Systems: A Comparative Study with a Rényi Divergence-Based Solution

Shengjia Zhang, Jiawei Chen, Changdong Li et al.

AAAI 2025paperarXiv:2506.15120

A Unifying Framework for Representation Learning

Shaden Alshammari, John Hershey, Axel Feldmann et al.

ICLR 2025arXiv:2504.16929

Loss Functions for Predictor-based Neural Architecture Search

Han Ji, Yuqi Feng, Jiahao Fan et al.

ICCV 2025arXiv:2506.05869

MOS-Attack: A Scalable Multi-objective Adversarial Attack Framework

Ping Guo, Cheng Gong, Fei Liu et al.

CVPR 2025arXiv:2501.07251

Revisiting Nearest Neighbor for Tabular Data: A Deep Tabular Baseline Two Decades Later

Han-Jia Ye, Huai-Hong Yin, De-Chuan Zhan et al.

ICLR 2025arXiv:2407.03257

Single-Teacher View Augmentation: Boosting Knowledge Distillation via Angular Diversity

Seonghoon Yu, Dongjun Nam, Dina Katabi et al.

NEURIPS 2025arXiv:2510.22480

Uncertainty Weighted Gradients for Model Calibration

Jinxu Lin, Linwei Tao, Minjing Dong et al.

CVPR 2025arXiv:2503.22725

Model Alignment as Prospect Theoretic Optimization

Kawin Ethayarajh, Winnie Xu, Niklas Muennighoff et al.

ICML 2024spotlightarXiv:2402.01306