Summary of Memory-efficient Continual Learning with Neural Collapse Contrastive, by Trung-anh Dang et al.
Memory-efficient Continual Learning with Neural Collapse Contrastiveby Trung-Anh Dang, Vincent Nguyen, Ngoc-Son Vu, Christel VrainFirst…
Summary of Generalizing Weisfeiler-lehman Kernels to Subgraphs, by Dongkwan Kim et al.
Generalizing Weisfeiler-Lehman Kernels to Subgraphsby Dongkwan Kim, Alice OhFirst submitted to arxiv on: 3 Dec…
Summary of Down with the Hierarchy: the ‘h’ in Hnsw Stands For “hubs”, by Blaise Munyampirwa et al.
Down with the Hierarchy: The ‘H’ in HNSW Stands for “Hubs”by Blaise Munyampirwa, Vihan Lakshman,…
Summary of Beyond Pairwise Correlations: Higher-order Redundancies in Self-supervised Representation Learning, by David Zollikofer et al.
Beyond Pairwise Correlations: Higher-Order Redundancies in Self-Supervised Representation Learningby David Zollikofer, Béni Egressy, Frederik Benzing,…
Summary of Divergent Ensemble Networks: Enhancing Uncertainty Estimation with Shared Representations and Independent Branching, by Arnav Kharbanda and Advait Chandorkar
Divergent Ensemble Networks: Enhancing Uncertainty Estimation with Shared Representations and Independent Branchingby Arnav Kharbanda, Advait…
Summary of Multi-scale Representation Learning For Protein Fitness Prediction, by Zuobai Zhang et al.
Multi-Scale Representation Learning for Protein Fitness Predictionby Zuobai Zhang, Pascal Notin, Yining Huang, Aurélie Lozano,…
Summary of Approximate Fiber Product: a Preliminary Algebraic-geometric Perspective on Multimodal Embedding Alignment, by Dongfang Zhao
Approximate Fiber Product: A Preliminary Algebraic-Geometric Perspective on Multimodal Embedding Alignmentby Dongfang ZhaoFirst submitted to…
Summary of Toward Fair Graph Neural Networks Via Dual-teacher Knowledge Distillation, by Chengyu Li and Debo Cheng and Guixian Zhang and Yi Li and Shichao Zhang
Toward Fair Graph Neural Networks Via Dual-Teacher Knowledge Distillationby Chengyu Li, Debo Cheng, Guixian Zhang,…
Summary of Contrastive Representations Of High-dimensional, Structured Treatments, by Oriol Corcoll Andreu et al.
Contrastive representations of high-dimensional, structured treatmentsby Oriol Corcoll Andreu, Athanasios Vlontzos, Michael O'Riordan, Ciaran M.…
Summary of Verbalized Representation Learning For Interpretable Few-shot Generalization, by Cheng-fu Yang et al.
Verbalized Representation Learning for Interpretable Few-Shot Generalizationby Cheng-Fu Yang, Da Yin, Wenbo Hu, Nanyun Peng,…