Summary of A Strategy For Label Alignment in Deep Neural Networks, by Xuanrui Zeng
A Strategy for Label Alignment in Deep Neural Networksby Xuanrui ZengFirst submitted to arxiv on:…
Summary of Auto-gda: Automatic Domain Adaptation For Efficient Grounding Verification in Retrieval-augmented Generation, by Tobias Leemann et al.
Auto-GDA: Automatic Domain Adaptation for Efficient Grounding Verification in Retrieval-Augmented Generationby Tobias Leemann, Periklis Petridis,…
Summary of Neutral Residues: Revisiting Adapters For Model Extension, by Franck Signe Talla and Herve Jegou and Edouard Grave
Neutral residues: revisiting adapters for model extensionby Franck Signe Talla, Herve Jegou, Edouard GraveFirst submitted…
Summary of Efficient Source-free Time-series Adaptation Via Parameter Subspace Disentanglement, by Gaurav Patel et al.
Efficient Source-Free Time-Series Adaptation via Parameter Subspace Disentanglementby Gaurav Patel, Christopher Sandino, Behrooz Mahasseni, Ellen…
Summary of Dopamine: Domain-specific Pre-training Adaptation From Seed-guided Data Mining, by Vinayak Arannil et al.
DoPAMine: Domain-specific Pre-training Adaptation from seed-guided data Miningby Vinayak Arannil, Neha Narwal, Sourav Sanjukta Bhabesh,…
Summary of Dcast: Diverse Class-aware Self-training Mitigates Selection Bias For Fairer Learning, by Yasin I. Tepeli et al.
DCAST: Diverse Class-Aware Self-Training Mitigates Selection Bias for Fairer Learningby Yasin I. Tepeli, Joana P.…
Summary of Temporal Source Recovery For Time-series Source-free Unsupervised Domain Adaptation, by Yucheng Wang et al.
Temporal Source Recovery for Time-Series Source-Free Unsupervised Domain Adaptationby Yucheng Wang, Peiliang Gong, Min Wu,…
Summary of Wasserstein Distance-weighted Adversarial Network For Cross-domain Credit Risk Assessment, by Mohan Jiang et al.
Wasserstein Distance-Weighted Adversarial Network for Cross-Domain Credit Risk Assessmentby Mohan Jiang, Jiating Lin, Hongju Ouyang,…
Summary of A3: Active Adversarial Alignment For Source-free Domain Adaptation, by Chrisantus Eze and Christopher Crick
A3: Active Adversarial Alignment for Source-Free Domain Adaptationby Chrisantus Eze, Christopher CrickFirst submitted to arxiv…
Summary of Pace: Marrying Generalization in Parameter-efficient Fine-tuning with Consistency Regularization, by Yao Ni et al.
PACE: Marrying generalization in PArameter-efficient fine-tuning with Consistency rEgularizationby Yao Ni, Shan Zhang, Piotr KoniuszFirst…