Summary of Lora Land: 310 Fine-tuned Llms That Rival Gpt-4, a Technical Report, by Justin Zhao et al.
LoRA Land: 310 Fine-tuned LLMs that Rival GPT-4, A Technical Reportby Justin Zhao, Timothy Wang,…
Summary of Why Does Knowledge Distillation Work? Rethink Its Attention and Fidelity Mechanism, by Chenqi Guo et al.
Why does Knowledge Distillation Work? Rethink its Attention and Fidelity Mechanismby Chenqi Guo, Shiwei Zhong,…
Summary of Modeling Caption Diversity in Contrastive Vision-language Pretraining, by Samuel Lavoie et al.
Modeling Caption Diversity in Contrastive Vision-Language Pretrainingby Samuel Lavoie, Polina Kirichenko, Mark Ibrahim, Mahmoud Assran,…
Summary of Arbitrary Time Information Modeling Via Polynomial Approximation For Temporal Knowledge Graph Embedding, by Zhiyu Fang et al.
Arbitrary Time Information Modeling via Polynomial Approximation for Temporal Knowledge Graph Embeddingby Zhiyu Fang, Jingyan…
Summary of Variational Bayesian Methods For a Tree-structured Stick-breaking Process Mixture Of Gaussians by Application Of the Bayes Codes For Context Tree Models, By Yuta Nakahara
Variational Bayesian Methods for a Tree-Structured Stick-Breaking Process Mixture of Gaussians by Application of the…
Summary of Ucb-driven Utility Function Search For Multi-objective Reinforcement Learning, by Yucheng Shi et al.
UCB-driven Utility Function Search for Multi-objective Reinforcement Learningby Yucheng Shi, Alexandros Agapitos, David Lynch, Giorgio…
Summary of Conformal Risk Control For Ordinal Classification, by Yunpeng Xu et al.
Conformal Risk Control for Ordinal Classificationby Yunpeng Xu, Wenge Guo, Zhi WeiFirst submitted to arxiv…
Summary of Weight Sparsity Complements Activity Sparsity in Neuromorphic Language Models, by Rishav Mukherji et al.
Weight Sparsity Complements Activity Sparsity in Neuromorphic Language Modelsby Rishav Mukherji, Mark Schöne, Khaleelulla Khan…
Summary of Metarm: Shifted Distributions Alignment Via Meta-learning, by Shihan Dou et al.
MetaRM: Shifted Distributions Alignment via Meta-Learningby Shihan Dou, Yan Liu, Enyu Zhou, Tianlong Li, Haoxiang…
Summary of Geometric Insights Into Focal Loss: Reducing Curvature For Enhanced Model Calibration, by Masanari Kimura and Hiroki Naganuma
Geometric Insights into Focal Loss: Reducing Curvature for Enhanced Model Calibrationby Masanari Kimura, Hiroki NaganumaFirst…