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Published in 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2022)
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Multi-modal Alignment using Representation Codebook
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Published in 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2022)
Published in 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2022)
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Conference Proceeding
Understanding and Constructing Latent Modality Structures in Multi-Modal Representation Learning
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Conference Proceeding
HOLMES: Effective statistical debugging via efficient path profiling
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Published in 2009 IEEE 31st International Conference on Software Engineering (16.05.2009)
Published in 2009 IEEE 31st International Conference on Software Engineering (16.05.2009)
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Conference Proceeding
Page overlays: An enhanced virtual memory framework to enable fine-grained memory management
Seshadri, Vivek, Pekhimenko, Gennady, Ruwase, Olatunji, Mutlu, Onur, Gibbons, Phillip B., Kozuch, Michael A., Mowry, Todd C., Chilimbi, Trishul
Published in 2015 ACM/IEEE 42nd Annual International Symposium on Computer Architecture (ISCA) (01.06.2015)
Published in 2015 ACM/IEEE 42nd Annual International Symposium on Computer Architecture (ISCA) (01.06.2015)
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Conference Proceeding
HOLMES: Effective statistical debugging via efficient path profiling
Chilimbi, Trishul M, Liblit, Ben, Mehra, Krishna, Nori, Aditya V, Vaswani, Kapil
Published in International Conference on Software Engineering 2009 (24.05.2009)
Published in International Conference on Software Engineering 2009 (24.05.2009)
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Robust Multi-Task Learning with Excess Risks
He, Yifei, Zhou, Shiji, Zhang, Guojun, Yun, Hyokun, Xu, Yi, Zeng, Belinda, Chilimbi, Trishul, Zhao, Han
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X-Former: Unifying Contrastive and Reconstruction Learning for MLLMs
Swetha, Sirnam, Yang, Jinyu, Neiman, Tal, Rizve, Mamshad Nayeem, Tran, Son, Yao, Benjamin, Chilimbi, Trishul, Shah, Mubarak
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Open Vocabulary Multi-Label Video Classification
Gupta, Rohit, Rizve, Mamshad Nayeem, Unnikrishnan, Jayakrishnan, Tawari, Ashish, Tran, Son, Shah, Mubarak, Yao, Benjamin, Chilimbi, Trishul
Year of Publication 12.07.2024
Year of Publication 12.07.2024
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VidLA: Video-Language Alignment at Scale
Rizve, Mamshad Nayeem, Fei, Fan, Unnikrishnan, Jayakrishnan, Tran, Son, Yao, Benjamin Z., Zeng, Belinda, Shah, Mubarak, Chilimbi, Trishul
Published in 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (16.06.2024)
Published in 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (16.06.2024)
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Conference Proceeding
VidLA: Video-Language Alignment at Scale
Rizve, Mamshad Nayeem, Fei, Fan, Unnikrishnan, Jayakrishnan, Tran, Son, Yao, Benjamin Z, Zeng, Belinda, Shah, Mubarak, Chilimbi, Trishul
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SMILE: Scaling Mixture-of-Experts with Efficient Bi-level Routing
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MICO: Selective Search with Mutual Information Co-training
Wang, Zhanyu, Zhang, Xiao, Yun, Hyokun, Teo, Choon Hui, Chilimbi, Trishul
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DynaMaR: Dynamic Prompt with Mask Token Representation
Sun, Xiaodi, Rajagopalan, Sunny, Nigam, Priyanka, Lu, Weiyi, Xu, Yi, Zeng, Belinda, Chilimbi, Trishul
Year of Publication 06.06.2022
Year of Publication 06.06.2022
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Graph-Aware Language Model Pre-Training on a Large Graph Corpus Can Help Multiple Graph Applications
Xie, Han, Ioannidis, Vassilis N, Yang, Carl, Zheng, Da, Song, Xiang, Xu, Yi, Ma, Jun, Ping, Qing, Zeng, Belinda, Zhang, Houyu, Wang, Sheng, Chilimbi, Trishul
Published in Proceedings / International Conference on Knowledge Discovery and Data Mining (01.08.2023)
Published in Proceedings / International Conference on Knowledge Discovery and Data Mining (01.08.2023)
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Journal Article
MiCS: Near-linear Scaling for Training Gigantic Model on Public Cloud
Zhang, Zhen, Zheng, Shuai, Wang, Yida, Chiu, Justin, Karypis, George, Chilimbi, Trishul, Li, Mu, Jin, Xin
Year of Publication 29.04.2022
Year of Publication 29.04.2022
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