Adarsh Kumar

Publication Activity (10 Years)

Years Active: 2018-2021
Publications (10 Years): 12

Top Topics

Weakly Supervised

Multilayer Neural Network

Hidden Structure

Top Venues

DistributedML@CoNEXT

Publications

Adarsh Kumar, Kausik Subramanian, Shivaram Venkataraman, Aditya Akella
Doing more by doing less: how structured partial backpropagation improves deep learning clusters. DistributedML@CoNEXT (2021)
Arjun Balasubramanian, Adarsh Kumar, Yuhan Liu, Han Cao, Shivaram Venkataraman, Aditya Akella
Accelerating Deep Learning Inference via Learned Caches. CoRR (2021)
Adarsh Kumar, Kausik Subramanian, Shivaram Venkataraman, Aditya Akella
Doing More by Doing Less: How Structured Partial Backpropagation Improves Deep Learning Clusters. CoRR (2021)
Adarsh Kumar, Peter Ku, Anuj Kumar Goyal, Angeliki Metallinou, Dilek Hakkani-Tür
MA-DST: Multi-Attention-Based Scalable Dialog State Tracking. AAAI (2020)
Adarsh Kumar, Sandipan Dandapat, Sushil Chordia
Translating Web Search Queries into Natural Language Questions. CoRR (2020)
Adarsh Kumar, Arjun Balasubramanian, Shivaram Venkataraman, Aditya Akella
Accelerating Deep Learning Inference via Freezing. CoRR (2020)
Adarsh Kumar, Peter Ku, Anuj Kumar Goyal, Angeliki Metallinou, Dilek Hakkani-Tür
MA-DST: Multi-Attention Based Scalable Dialog State Tracking. CoRR (2020)
Mihail Eric, Rahul Goel, Shachi Paul, Abhishek Sethi, Sanchit Agarwal, Shuyang Gao, Adarsh Kumar, Anuj Kumar Goyal, Peter Ku, Dilek Hakkani-Tür
MultiWOZ 2.1: A Consolidated Multi-Domain Dialogue Dataset with State Corrections and State Tracking Baselines. LREC (2020)
Siddhant Garg, Adarsh Kumar, Vibhor Goel, Yingyu Liang
Can Adversarial Weight Perturbations Inject Neural Backdoors. CIKM (2020)
Siddhant Garg, Adarsh Kumar, Vibhor Goel, Yingyu Liang
Can Adversarial Weight Perturbations Inject Neural Backdoors? CoRR (2020)
Adarsh Kumar, Arjun Balasubramanian, Shivaram Venkataraman, Aditya Akella
Accelerating Deep Learning Inference via Freezing. HotCloud (2019)
Adarsh Kumar, Sandipan Dandapat, Sushil Chordia
Translating Web Search Queries into Natural Language Questions. LREC (2018)