Summary of Scalable Deep Metric Learning on Attributed Graphs, by Xiang Li et al.
Scalable Deep Metric Learning on Attributed Graphsby Xiang Li, Gagan Agrawal, Ruoming Jin, Rajiv RamnathFirst…
Summary of Improving Ood Generalization Of Pre-trained Encoders Via Aligned Embedding-space Ensembles, by Shuman Peng et al.
Improving OOD Generalization of Pre-trained Encoders via Aligned Embedding-Space Ensemblesby Shuman Peng, Arash Khoeini, Sharan…
Summary of Selective Attention: Enhancing Transformer Through Principled Context Control, by Xuechen Zhang et al.
Selective Attention: Enhancing Transformer through Principled Context Controlby Xuechen Zhang, Xiangyu Chang, Mingchen Li, Amit…
Summary of Mldgg: Meta-learning For Domain Generalization on Graphs, by Qin Tian et al.
MLDGG: Meta-Learning for Domain Generalization on Graphsby Qin Tian, Chen Zhao, Minglai Shao, Wenjun Wang,…
Summary of Exploring the Manifold Of Neural Networks Using Diffusion Geometry, by Elliott Abel et al.
Exploring the Manifold of Neural Networks Using Diffusion Geometryby Elliott Abel, Andrew J. Steindl, Selma…
Summary of Benchmarking Pre-trained Text Embedding Models in Aligning Built Asset Information, by Mehrzad Shahinmoghadam et al.
Benchmarking pre-trained text embedding models in aligning built asset informationby Mehrzad Shahinmoghadam, Ali MotamediFirst submitted…
Summary of Dissecting Representation Misalignment in Contrastive Learning Via Influence Function, by Lijie Hu et al.
Dissecting Representation Misalignment in Contrastive Learning via Influence Functionby Lijie Hu, Chenyang Ren, Huanyi Xie,…
Summary of Learning Differentiable Surrogate Losses For Structured Prediction, by Junjie Yang et al.
Learning Differentiable Surrogate Losses for Structured Predictionby Junjie Yang, Matthieu Labeau, Florence d'Alché-BucFirst submitted to…
Summary of Rethinking Thinking Tokens: Understanding Why They Underperform in Practice, by Sreeram Vennam et al.
Rethinking Thinking Tokens: Understanding Why They Underperform in Practiceby Sreeram Vennam, David Valente, David Herel,…
Summary of Implicit Regularization For Multi-label Feature Selection, by Dou El Kefel Mansouri and Khalid Benabdeslem and Seif-eddine Benkabou
Implicit Regularization for Multi-label Feature Selectionby Dou El Kefel Mansouri, Khalid Benabdeslem, Seif-Eddine BenkabouFirst submitted…