Vikas Chandra
Vikas Chandra
Reality Labs, Meta
Verified email at - Homepage
Cited by
Cited by
Federated Learning with Non-IID Data
Y Zhao, M Li, L Lai, N Suda, D Civin, V Chandra
arXiv preprint arXiv:1806.00582, 2018
Throughput-optimized OpenCL-based FPGA Accelerator for Large-scale Convolutional Neural Networks
N Suda, V Chandra, G Dasika, A Mohanty, Y Ma, S Vrudhula, J Seo, ...
Proceedings of the 2016 ACM/SIGDA International Symposium on Field …, 2016
Bit fusion: Bit-level Dynamically Composable Architecture for Accelerating Deep Neural Network
H Sharma, J Park, N Suda, L Lai, B Chau, V Chandra, H Esmaeilzadeh
2018 ACM/IEEE 45th Annual International Symposium on Computer Architecture …, 2018
Hello Edge: Keyword Spotting on Microcontrollers
Y Zhang, N Suda, L Lai, V Chandra
arXiv preprint arXiv:1711.07128, 2017
CMSIS-NN: Efficient Neural Network Kernels for Arm Cortex-M CPUs
L Lai, N Suda, V Chandra
arXiv preprint arXiv:1801.06601, 2018
Exploring Sub-20nm FinFET Design with Predictive Technology Models
S Sinha, G Yeric, V Chandra, B Cline, Y Cao
DAC Design Automation Conference 2012, 283-288, 2012
MiniGPT-v2: Large Language Model As a Unified Interface for Vision-Language Multi-task Learning
J Chen, D Zhu, X Shen, X Li, Z Liu, P Zhang, R Krishnamoorthi, ...
arXiv preprint arXiv:2310.09478, 2023
Configurable IC with Interconnect Circuits that also Perform Storage Operations
S Teig, H Schmit, J Redgrave, V Chandra
US Patent 7,342,415, 2008
RecNMP: Accelerating Personalized Recommendation with Near-Memory Processing
L Ke, U Gupta, BY Cho, D Brooks, V Chandra, U Diril, A Firoozshahian, ...
2020 ACM/IEEE 47th Annual International Symposium on Computer Architecture …, 2020
Impact of Technology and Voltage Scaling on the Soft Error Susceptibility in Nanoscale CMOS
V Chandra, R Aitken
2008 IEEE International Symposium on Defect and Fault Tolerance of VLSI …, 2008
Multi-Scale High-Resolution Vision Transformer for Semantic Segmentation
J Gu, H Kwon, D Wang, W Ye, M Li, YH Chen, L Lai, V Chandra, DZ Pan
arXiv preprint arXiv:2111.01236, 2021
FPGA Switch Block Layout and Evaluation
H Schmit, V Chandra
Proceedings of the 2002 ACM/SIGDA tenth international symposium on Field …, 2002
Heterogeneous Dataflow Accelerators for Multi-DNN Workloads
H Kwon, L Lai, M Pellauer, T Krishna, YH Chen, V Chandra
2021 IEEE International Symposium on High-Performance Computer Architecture …, 2021
KeepAugment: A Simple Information-Preserving Data Augmentation Approach
C Gong, D Wang, M Li, V Chandra, Q Liu
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2021
Co-Exploration of Neural Architectures and Heterogeneous ASIC Accelerator Designs Targeting Multiple Tasks
L Yang, Z Yan, M Li, H Kwon, L Lai, T Krishna, V Chandra, W Jiang, Y Shi
2020 57th ACM/IEEE Design Automation Conference (DAC), 1-6, 2020
Deep Convolutional Neural Network Inference with Floating-point Weights and Fixed-point Activations
L Lai, N Suda, V Chandra
arXiv preprint arXiv:1703.03073, 2017
TIMBER: Time Borrowing and Error Relaying for Online Timing Error Resilience
M Choudhury, V Chandra, K Mohanram, R Aitken
2010 Design, Automation & Test in Europe Conference & Exhibition (DATE 2010 …, 2010
LLM-QAT: Data-free Quantization aware Training for Large Language Models
Z Liu, B Oguz, C Zhao, E Chang, P Stock, Y Mehdad, Y Shi, ...
arXiv preprint arXiv:2305.17888, 2023
AttentiveNAS: Improving Neural Architecture Search via Attentive Sampling
D Wang, M Li, C Gong, V Chandra
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2021
Correlated Electron Switch Programmable Fabric
L Shifren, G Yeric, S Sinha, B Cline, V Chandra
US Patent 10,056,143, 2018
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