Summary of Perplexed by Perplexity: Perplexity-based Data Pruning with Small Reference Models, By Zachary Ankner et al.
Perplexed by Perplexity: Perplexity-Based Data Pruning With Small Reference Modelsby Zachary Ankner, Cody Blakeney, Kartik…
Summary of Medication Recommendation Via Dual Molecular Modalities and Multi-step Enhancement, by Shi Mu et al.
Medication Recommendation via Dual Molecular Modalities and Multi-Step Enhancementby Shi Mu, Chen Li, Xiang Li,…
Summary of From Words to Actions: Unveiling the Theoretical Underpinnings Of Llm-driven Autonomous Systems, by Jianliang He et al.
From Words to Actions: Unveiling the Theoretical Underpinnings of LLM-Driven Autonomous Systemsby Jianliang He, Siyu…
Summary of Cliploss and Norm-based Data Selection Methods For Multimodal Contrastive Learning, by Yiping Wang et al.
CLIPLoss and Norm-Based Data Selection Methods for Multimodal Contrastive Learningby Yiping Wang, Yifang Chen, Wendan…
Summary of Domain-inspired Sharpness-aware Minimization Under Domain Shifts, by Ruipeng Zhang et al.
Domain-Inspired Sharpness-Aware Minimization Under Domain Shiftsby Ruipeng Zhang, Ziqing Fan, Jiangchao Yao, Ya Zhang, Yanfeng…
Summary of To Fp8 and Back Again: Quantifying the Effects Of Reducing Precision on Llm Training Stability, by Joonhyung Lee et al.
To FP8 and Back Again: Quantifying the Effects of Reducing Precision on LLM Training Stabilityby…
Summary of Time Series Representation Models, by Robert Leppich et al.
Time Series Representation Modelsby Robert Leppich, Vanessa Borst, Veronika Lesch, Samuel KounevFirst submitted to arxiv…
Summary of Cross-context Backdoor Attacks Against Graph Prompt Learning, by Xiaoting Lyu et al.
Cross-Context Backdoor Attacks against Graph Prompt Learningby Xiaoting Lyu, Yufei Han, Wei Wang, Hangwei Qian,…
Summary of An Empirical Analysis Of Forgetting in Pre-trained Models with Incremental Low-rank Updates, by Albin Soutif–cormerais et al.
An Empirical Analysis of Forgetting in Pre-trained Models with Incremental Low-Rank Updatesby Albin Soutif–Cormerais, Simone…
Summary of How to Train Your Vit For Ood Detection, by Maximilian Mueller and Matthias Hein
How to train your ViT for OOD Detectionby Maximilian Mueller, Matthias HeinFirst submitted to arxiv…