2025 Spotlight "contrastive learning" Papers
7 papers found
AnaCP: Toward Upper-Bound Continual Learning via Analytic Contrastive Projection
Saleh Momeni, Changnan Xiao, Bing Liu
NeurIPS 2025spotlightarXiv:2511.13880
1
citations
Complete Structure Guided Point Cloud Completion via Cluster- and Instance-Level Contrastive Learning
Yang Chen, Yirun Zhou, Weizhong Zhang et al.
NeurIPS 2025spotlight
Enhancing Contrastive Learning with Variable Similarity
Haowen Cui, Shuo Chen, Jun Li et al.
NeurIPS 2025spotlight
On the Value of Cross-Modal Misalignment in Multimodal Representation Learning
Yichao Cai, Yuhang Liu, Erdun Gao et al.
NeurIPS 2025spotlightarXiv:2504.10143
5
citations
PCA++: How Uniformity Induces Robustness to Background Noise in Contrastive Learning
Mingqi Wu, Qiang Sun, Archer Yang
NeurIPS 2025spotlightarXiv:2511.12278
Principled Data Augmentation for Learning to Solve Quadratic Programming Problems
Chendi Qian, Christopher Morris
NeurIPS 2025spotlightarXiv:2506.01728
Reasoning Planning for Language Models
Ngoc Bao Nguyen, Trung Hieu Nguyen, Ruifeng She et al.
NeurIPS 2025spotlightarXiv:2511.00521