Dibakar Gope

According to our database, Dibakar Gope authored at least 25 papers between 2012 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2023

PerfSAGE: Generalized Inference Performance Predictor for Arbitrary Deep Learning Models on Edge Devices.

Yuji Chai, Devashree Tripathy, Chuteng Zhou, Dibakar Gope, Igor Fedorov, Ramon Matas Navarro, David Brooks, Gu-Yeon Wei, Paul N. Whatmough

CoRR, 2023

Jumping through Local Minima: Quantization in the Loss Landscape of Vision Transformers.

Natalia Frumkin, Dibakar Gope, Diana Marculescu

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

2022

CPT-V: A Contrastive Approach to Post-Training Quantization of Vision Transformers.

Natalia Frumkin, Dibakar Gope, Diana Marculescu

CoRR, 2022

Restructurable Activation Networks.

Kartikeya Bhardwaj, James Ward, Caleb Tung, Dibakar Gope, Lingchuan Meng, Igor Fedorov, Alex Chalfin, Paul N. Whatmough, Danny Loh

CoRR, 2022

Collapsible Linear Blocks for Super-Efficient Super Resolution.

Kartikeya Bhardwaj, Milos Milosavljevic, Liam O'Neil, Dibakar Gope, Ramon Matas Navarro, Alex Chalfin, Naveen Suda, Lingchuan Meng, Danny Loh

Proceedings of Machine Learning and Systems 2022, 2022

Super-Efficient Super Resolution for Fast Adversarial Defense at the Edge.

Kartikeya Bhardwaj, Dibakar Gope, James Ward, Paul N. Whatmough, Danny Loh

Proceedings of the 2022 Design, Automation & Test in Europe Conference & Exhibition, 2022

2021

Compressing RNNs to Kilobyte Budget for IoT Devices Using Kronecker Products.

Urmish Thakker, Igor Fedorov, Chu Zhou, Dibakar Gope, Matthew Mattina, Ganesh Dasika, Jesse G. Beu

ACM J. Emerg. Technol. Comput. Syst., 2021

MicroNets: Neural Network Architectures for Deploying TinyML Applications on Commodity Microcontrollers.

Colby R. Banbury, Chuteng Zhou, Igor Fedorov, Ramon Matas Navarro, Urmish Thakker, Dibakar Gope, Vijay Janapa Reddi, Matthew Mattina, Paul N. Whatmough

Proceedings of Machine Learning and Systems 2021, 2021

2020

High Throughput Matrix-Matrix Multiplication between Asymmetric Bit-Width Operands.

Dibakar Gope, Jesse G. Beu, Matthew Mattina

CoRR, 2020

The gem5 Simulator: Version 20.0+.

Jason Lowe-Power, Abdul Mutaal Ahmad, Ayaz Akram, Mohammad Alian, Rico Amslinger, Matteo Andreozzi, Adrià Armejach, Nils Asmussen, Srikant Bharadwaj, Gabe Black, Gedare Bloom, Bobby R. Bruce, Daniel Rodrigues Carvalho, Jerónimo Castrillón, Lizhong Chen, Nicolas Derumigny, Stephan Diestelhorst, Wendy Elsasser, Marjan Fariborz, Amin Farmahini Farahani, Pouya Fotouhi, Ryan Gambord, Jayneel Gandhi, Dibakar Gope, Thomas Grass, Bagus Hanindhito, Andreas Hansson, Swapnil Haria, Austin Harris, Timothy Hayes, Adrian Herrera, Matthew Horsnell, Syed Ali Raza Jafri, Radhika Jagtap, Hanhwi Jang, Reiley Jeyapaul, Timothy M. Jones, Matthias Jung, Subash Kannoth, Hamidreza Khaleghzadeh, Yuetsu Kodama, Tushar Krishna, Tommaso Marinelli, Christian Menard, Andrea Mondelli, Tiago Mück, Omar Naji, Krishnendra Nathella, Hoa Nguyen, Nikos Nikoleris, Lena E. Olson, Marc S. Orr, Binh Pham, Pablo Prieto, Trivikram Reddy, Alec Roelke, Mahyar Samani, Andreas Sandberg, Javier Setoain, Boris Shingarov, Matthew D. Sinclair, Tuan Ta, Rahul Thakur, Giacomo Travaglini, Michael Upton, Nilay Vaish, Ilias Vougioukas, Zhengrong Wang, Norbert Wehn, Christian Weis, David A. Wood, Hongil Yoon, Éder F. Zulian

CoRR, 2020

Understanding the Impact of Dynamic Channel Pruning on Conditionally Parameterized Convolutions.

Ravi Raju, Dibakar Gope, Urmish Thakker, Jesse G. Beu

Proceedings of the AIChallengeIoT@SenSys 2020: Proceedings of the 2nd International Workshop on Challenges in Artificial Intelligence and Machine Learning for Internet of Things, 2020

Pushing the Envelope of Dynamic Spatial Gating technologies.

Xueqin Huang, Urmish Thakker, Dibakar Gope, Jesse G. Beu

Proceedings of the AIChallengeIoT@SenSys 2020: Proceedings of the 2nd International Workshop on Challenges in Artificial Intelligence and Machine Learning for Internet of Things, 2020

Rank and run-time aware compression of NLP Applications.

Urmish Thakker, Jesse G. Beu, Dibakar Gope, Ganesh Dasika, Matthew Mattina

Proceedings of SustaiNLP: Workshop on Simple and Efficient Natural Language Processing, 2020

Ternary MobileNets via Per-Layer Hybrid Filter Banks.

Dibakar Gope, Jesse G. Beu, Urmish Thakker, Matthew Mattina

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019

Compressing RNNs for IoT devices by 15-38x using Kronecker Products.

Urmish Thakker, Jesse G. Beu, Dibakar Gope, Chu Zhou, Igor Fedorov, Ganesh Dasika, Matthew Mattina

CoRR, 2019

Pushing the limits of RNN Compression.

Urmish Thakker, Igor Fedorov, Jesse G. Beu, Dibakar Gope, Chu Zhou, Ganesh Dasika, Matthew Mattina

Proceedings of the Fifth Workshop on Energy Efficient Machine Learning and Cognitive Computing, 2019

Ternary Hybrid Neural-Tree Networks for Highly Constrained IoT Applications.

Dibakar Gope, Ganesh Dasika, Matthew Mattina

Proceedings of Machine Learning and Systems 2019, 2019

Run-Time Efficient RNN Compression for Inference on Edge Devices.

Urmish Thakker, Jesse G. Beu, Dibakar Gope, Ganesh Dasika, Matthew Mattina

Proceedings of the 2nd Workshop on Energy Efficient Machine Learning and Cognitive Computing for Embedded Applications, 2019

2018

A Case for Scoped Persist Barriers in GPUs.

Dibakar Gope, Arkaprava Basu, Sooraj Puthoor, Mitesh Meswani

Proceedings of the 11th Workshop on General Purpose Processing using GPUs, 2018

2017

The CURE: Cluster Communication Using Registers.

Vignyan Reddy Kothinti Naresh, Dibakar Gope, Mikko H. Lipasti

ACM Trans. Embed. Comput. Syst., 2017

Architectural Support for Server-Side PHP Processing.

Dibakar Gope, David J. Schlais, Mikko H. Lipasti

Proceedings of the 44th Annual International Symposium on Computer Architecture, 2017

2016

Hash Map Inlining.

Dibakar Gope, Mikko H. Lipasti

Proceedings of the 2016 International Conference on Parallel Architectures and Compilation, 2016

2014

Bias-Free Branch Predictor.

Dibakar Gope, Mikko H. Lipasti

Proceedings of the 47th Annual IEEE/ACM International Symposium on Microarchitecture, 2014

Atomic SC for simple in-order processors.

Dibakar Gope, Mikko H. Lipasti

Proceedings of the 20th IEEE International Symposium on High Performance Computer Architecture, 2014

2012

Maximizing crosstalk-induced slowdown during path delay test.

Dibakar Gope, D. M. H. Walker

Proceedings of the 30th International IEEE Conference on Computer Design, 2012