Addax: Utilizing Zeroth-Order Gradients to Improve Memory Efficiency and Performance of SGD for Fine-Tuning Language…
TCGU: Data-centric Graph Unlearning based on Transferable Condensationby Fan Li, Xiaoyang Wang, Dawei Cheng, Wenjie…
Sketch to Adapt: Fine-Tunable Sketches for Efficient LLM Adaptationby Tianyi Zhang, Junda Su, Aditya Desai,…
Unveiling the Backbone-Optimizer Coupling Bias in Visual Representation Learningby Siyuan Li, Juanxi Tian, Zedong Wang,…
Parameter Choice and Neuro-Symbolic Approaches for Deep Domain-Invariant Learningby Marius-Constantin DinuFirst submitted to arxiv on:…
EVOLvE: Evaluating and Optimizing LLMs For Explorationby Allen Nie, Yi Su, Bo Chang, Jonathan N.…
Manual Verbalizer Enrichment for Few-Shot Text Classificationby Quang Anh Nguyen, Nadi Tomeh, Mustapha Lebbah, Thierry…
RL, but don’t do anything I wouldn’t doby Michael K. Cohen, Marcus Hutter, Yoshua Bengio,…
A Timeline and Analysis for Representation Plasticity in Large Language Modelsby Akshat KannanFirst submitted to…
FLOPS: Forward Learning with OPtimal Samplingby Tao Ren, Zishi Zhang, Jinyang Jiang, Guanghao Li, Zeliang…