Improving self-training under distribution shifts via anchored confidence with theoretical guaranteesby Taejong Joo, Diego KlabjanFirst…
LLM Tree Searchby Dylan WilsonFirst submitted to arxiv on: 24 Oct 2024CategoriesMain: Computation and Language…
SimRAG: Self-Improving Retrieval-Augmented Generation for Adapting Large Language Models to Specialized Domainsby Ran Xu, Hui…
DEL-Ranking: Ranking-Correction Denoising Framework for Elucidating Molecular Affinities in DNA-Encoded Librariesby Hanqun Cao, Mutian He,…
BANGS: Game-Theoretic Node Selection for Graph Self-Trainingby Fangxin Wang, Kay Liu, Sourav Medya, Philip S.…
Towards Cross-domain Few-shot Graph Anomaly Detectionby Jiazhen Chen, Sichao Fu, Zhibin Zhang, Zheng Ma, Mingbin…
DCAST: Diverse Class-Aware Self-Training Mitigates Selection Bias for Fairer Learningby Yasin I. Tepeli, Joana P.…
Towards the Mitigation of Confirmation Bias in Semi-supervised Learning: a Debiased Training Perspectiveby Yu Wang,…
Source-Free Domain Adaptation for YOLO Object Detectionby Simon Varailhon, Masih Aminbeidokhti, Marco Pedersoli, Eric GrangerFirst…
A Unified Contrastive Loss for Self-Trainingby Aurelien Gauffre, Julien Horvat, Massih-Reza AminiFirst submitted to arxiv…