Summary of Preventing Model Collapse in Deep Canonical Correlation Analysis by Noise Regularization, By Junlin He et al.
Preventing Model Collapse in Deep Canonical Correlation Analysis by Noise Regularizationby Junlin He, Jinxiao Du,…
Summary of Personalized Federated Learning Via Feature Distribution Adaptation, by Connor J. Mclaughlin et al.
Personalized Federated Learning via Feature Distribution Adaptationby Connor J. Mclaughlin, Lili SuFirst submitted to arxiv…
Summary of An Information Criterion For Controlled Disentanglement Of Multimodal Data, by Chenyu Wang et al.
An Information Criterion for Controlled Disentanglement of Multimodal Databy Chenyu Wang, Sharut Gupta, Xinyi Zhang,…
Summary of Identifying General Mechanism Shifts in Linear Causal Representations, by Tianyu Chen et al.
Identifying General Mechanism Shifts in Linear Causal Representationsby Tianyu Chen, Kevin Bello, Francesco Locatello, Bryon…
Summary of Exploring Consistency in Graph Representations:from Graph Kernels to Graph Neural Networks, by Xuyuan Liu et al.
Exploring Consistency in Graph Representations:from Graph Kernels to Graph Neural Networksby Xuyuan Liu, Yinghao Cai,…
Summary of Disentangling Disentangled Representations: Towards Improved Latent Units Via Diffusion Models, by Youngjun Jun et al.
Disentangling Disentangled Representations: Towards Improved Latent Units via Diffusion Modelsby Youngjun Jun, Jiwoo Park, Kyobin…
Summary of Identifiability Guarantees For Causal Disentanglement From Purely Observational Data, by Ryan Welch et al.
Identifiability Guarantees for Causal Disentanglement from Purely Observational Databy Ryan Welch, Jiaqi Zhang, Caroline UhlerFirst…
Summary of Decrl: a Deep Evolutionary Clustering Jointed Temporal Knowledge Graph Representation Learning Approach, by Qian Chen and Ling Chen
DECRL: A Deep Evolutionary Clustering Jointed Temporal Knowledge Graph Representation Learning Approachby Qian Chen, Ling…
Summary of Enhance Hyperbolic Representation Learning Via Second-order Pooling, by Kun Song et al.
Enhance Hyperbolic Representation Learning via Second-order Poolingby Kun Song, Ruben Solozabal, Li hao, Lu Ren,…
Summary of Disentangled and Self-explainable Node Representation Learning, by Simone Piaggesi et al.
Disentangled and Self-Explainable Node Representation Learningby Simone Piaggesi, André Panisson, Megha KhoslaFirst submitted to arxiv…