PiSSA: Principal Singular Values and Singular Vectors Adaptation of Large Language Models
Fanxu Meng et al., NeurIPS 2024
Paper Review
2026
LoRA: LOW-RANK ADAPTATION OF LARGE LANGUAGE MODELS
Edward Hu et al., ICLR 2022
Adam: A Method for Stochastic Optimization
Diederik P. Kingma et al., ICLR 2015
Attention Is All You Need
Ashish Vaswani et al., NIPS 2017
Finetuned Language Models Are Zero-Shot Learners
Jason Wei et al., ICLR 2022
Self-Consistency Improves Chain of Thought Reasoning in Language Models
Xuezhi Wang et al., ICLR 2023
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models
Jason Wei et al., NeurIPS 2022
2025
Score-Based Generative Modeling through Stochastic Differential Equations
Yang Song et al., ICLR 2021
Understanding Diffusion Models: A Unified Perspective
Calvin Luo, arXiv 2022
U-Net: Convolution Networks for Biomedical Image Segmentation
Olaf Ronneberger, Philipp Fischer, Thomas Brox, MICCAI 2015
Generative Modeling by Estimating Gradients of the Data Distribution
Yang Song, Stefano Ermon, NeurIPS 2019