Summary of A Contrastive Learning Approach to Mitigate Bias in Speech Models, by Alkis Koudounas et al.
A Contrastive Learning Approach to Mitigate Bias in Speech Modelsby Alkis Koudounas, Flavio Giobergia, Eliana…
Summary of Ccsi: Continual Class-specific Impression For Data-free Class Incremental Learning, by Sana Ayromlou et al.
CCSI: Continual Class-Specific Impression for Data-free Class Incremental Learningby Sana Ayromlou, Teresa Tsang, Purang Abolmaesumi,…
Summary of Countclip — [re] Teaching Clip to Count to Ten, by Harshvardhan Mestha et al.
CountCLIP – [Re] Teaching CLIP to Count to Tenby Harshvardhan Mestha, Tejas Agrawal, Karan Bania,…
Summary of Provable Contrastive Continual Learning, by Yichen Wen et al.
Provable Contrastive Continual Learningby Yichen Wen, Zhiquan Tan, Kaipeng Zheng, Chuanlong Xie, Weiran HuangFirst submitted…
Summary of It’s Not a Modality Gap: Characterizing and Addressing the Contrastive Gap, by Abrar Fahim et al.
It’s Not a Modality Gap: Characterizing and Addressing the Contrastive Gapby Abrar Fahim, Alex Murphy,…
Summary of Improving Data-aware and Parameter-aware Robustness For Continual Learning, by Hanxi Xiao and Fan Lyu
Improving Data-aware and Parameter-aware Robustness for Continual Learningby Hanxi Xiao, Fan LyuFirst submitted to arxiv…
Summary of Harmonizing Generalization and Personalization in Federated Prompt Learning, by Tianyu Cui et al.
Harmonizing Generalization and Personalization in Federated Prompt Learningby Tianyu Cui, Hongxia Li, Jingya Wang, Ye…
Summary of Adapting to Distribution Shift by Visual Domain Prompt Generation, By Zhixiang Chi et al.
Adapting to Distribution Shift by Visual Domain Prompt Generationby Zhixiang Chi, Li Gu, Tao Zhong,…
Summary of Weighted Point Set Embedding For Multimodal Contrastive Learning Toward Optimal Similarity Metric, by Toshimitsu Uesaka et al.
Weighted Point Set Embedding for Multimodal Contrastive Learning Toward Optimal Similarity Metricby Toshimitsu Uesaka, Taiji…
Summary of Catlip: Clip-level Visual Recognition Accuracy with 2.7x Faster Pre-training on Web-scale Image-text Data, by Sachin Mehta and Maxwell Horton and Fartash Faghri and Mohammad Hossein Sekhavat and Mahyar Najibi and Mehrdad Farajtabar and Oncel Tuzel and Mohammad Rastegari
CatLIP: CLIP-level Visual Recognition Accuracy with 2.7x Faster Pre-training on Web-scale Image-Text Databy Sachin Mehta,…