Summary of Quanta: Efficient High-rank Fine-tuning Of Llms with Quantum-informed Tensor Adaptation, by Zhuo Chen et al.
QuanTA: Efficient High-Rank Fine-Tuning of LLMs with Quantum-Informed Tensor Adaptationby Zhuo Chen, Rumen Dangovski, Charlotte…
Summary of Mamba State-space Models Are Lyapunov-stable Learners, by John T. Halloran et al.
Mamba State-Space Models Are Lyapunov-Stable Learnersby John T. Halloran, Manbir Gulati, Paul F. RoysdonFirst submitted…
Summary of Stat: Shrinking Transformers After Training, by Megan Flynn et al.
STAT: Shrinking Transformers After Trainingby Megan Flynn, Alexander Wang, Dean Edward Alvarez, Christopher De Sa,…
Summary of Bayesian Design Principles For Offline-to-online Reinforcement Learning, by Hao Hu et al.
Bayesian Design Principles for Offline-to-Online Reinforcement Learningby Hao Hu, Yiqin Yang, Jianing Ye, Chengjie Wu,…
Summary of Spectrum-aware Parameter Efficient Fine-tuning For Diffusion Models, by Xinxi Zhang et al.
Spectrum-Aware Parameter Efficient Fine-Tuning for Diffusion Modelsby Xinxi Zhang, Song Wen, Ligong Han, Felix Juefei-Xu,…
Summary of Sayself: Teaching Llms to Express Confidence with Self-reflective Rationales, by Tianyang Xu et al.
SaySelf: Teaching LLMs to Express Confidence with Self-Reflective Rationalesby Tianyang Xu, Shujin Wu, Shizhe Diao,…
Summary of Information Theoretic Text-to-image Alignment, by Chao Wang et al.
Information Theoretic Text-to-Image Alignmentby Chao Wang, Giulio Franzese, Alessandro Finamore, Massimo Gallo, Pietro MichiardiFirst submitted…
Summary of How Multilingual Are Large Language Models Fine-tuned For Translation?, by Aquia Richburg and Marine Carpuat
How Multilingual Are Large Language Models Fine-Tuned for Translation?by Aquia Richburg, Marine CarpuatFirst submitted to…
Summary of Enhancing Generative Molecular Design Via Uncertainty-guided Fine-tuning Of Variational Autoencoders, by a N M Nafiz Abeer et al.
Enhancing Generative Molecular Design via Uncertainty-guided Fine-tuning of Variational Autoencodersby A N M Nafiz Abeer,…
Summary of Transfer Q Star: Principled Decoding For Llm Alignment, by Souradip Chakraborty et al.
Transfer Q Star: Principled Decoding for LLM Alignmentby Souradip Chakraborty, Soumya Suvra Ghosal, Ming Yin,…