Don Kurian Dennis

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 11

Top Topics

Efficient Inference

Stereoscopic Video

Sequential Data

Top Venues

Publications

Steven Kolawole, Don Kurian Dennis, Ameet Talwalkar, Virginia Smith
Revisiting Cascaded Ensembles for Efficient Inference. CoRR (2024)
Amrith Setlur, Don Kurian Dennis, Benjamin Eysenbach, Aditi Raghunathan, Chelsea Finn, Virginia Smith, Sergey Levine
Bitrate-Constrained DRO: Beyond Worst Case Robustness To Unknown Group Shifts. ICLR (2023)
Amrith Setlur, Don Kurian Dennis, Benjamin Eysenbach, Aditi Raghunathan, Chelsea Finn, Virginia Smith, Sergey Levine
Bitrate-Constrained DRO: Beyond Worst Case Robustness To Unknown Group Shifts. CoRR (2023)
Don Kurian Dennis, Abhishek Shetty, Anish Sevekari, Kazuhito Koishida, Virginia Smith
Progressive Knowledge Distillation: Building Ensembles for Efficient Inference. CoRR (2023)
Don Kurian Dennis, Abhishek Shetty, Anish Prasad Sevekari, Kazuhito Koishida, Virginia Smith
Progressive Ensemble Distillation: Building Ensembles for Efficient Inference. NeurIPS (2023)
Don Kurian Dennis, Tian Li, Virginia Smith
Heterogeneity for the Win: One-Shot Federated Clustering. ICML (2021)
Don Kurian Dennis, Tian Li, Virginia Smith
Heterogeneity for the Win: One-Shot Federated Clustering. CoRR (2021)
Don Kurian Dennis, Durmus Alp Emre Acar, Vikram Mandikal, Vinu Sankar Sadasivan, Venkatesh Saligrama, Harsha Vardhan Simhadri, Prateek Jain
Shallow RNN: Accurate Time-series Classification on Resource Constrained Devices. NeurIPS (2019)
Shishir G. Patil, Don Kurian Dennis, Chirag Pabbaraju, Nadeem Shaheer, Harsha Vardhan Simhadri, Vivek Seshadri, Manik Varma, Prateek Jain
GesturePod: Enabling On-device Gesture-based Interaction for White Cane Users. UIST (2019)
Don Kurian Dennis, Chirag Pabbaraju, Harsha Vardhan Simhadri, Prateek Jain
Multiple Instance Learning for Efficient Sequential Data Classification on Resource-constrained Devices. NeurIPS (2018)
Don Kurian Dennis, Ayushi Priyam, Sukhpreet Singh Virk, Sajal Agrawal, Tanuj Sharma, Arijit Mondal, Kailash Chandra Ray
Single cycle RISC-V micro architecture processor and its FPGA prototype. ISED (2017)