Aditya Rajagopal

Publication Activity (10 Years)

Years Active: 2020-2023
Publications (10 Years): 10

Top Topics

Training Algorithm

Domain Adaptation

Top Venues

Publications

Aditya Rajagopal, Diederik Adriaan Vink, Jianyi Cheng, Yann Herklotz
GSA to HDL: Towards principled generation of dynamically scheduled circuits. CoRR (2023)
Aditya Rajagopal, Christos-Savvas Bouganis
Low-Cost On-device Partial Domain Adaptation (LoCO-PDA): Enabling efficient CNN retraining on edge devices. CoRR (2022)
Aditya Rajagopal, Christos-Savvas Bouganis
perf4sight: A toolflow to model CNN training performance on Edge GPUs. ICCVW (2021)
Aditya Rajagopal, Christos-Savvas Bouganis
perf4sight: A toolflow to model CNN training performance on Edge GPUs. CoRR (2021)
Aditya Rajagopal, Christos-Savvas Bouganis
Now that I can see, I can improve: Enabling data-driven finetuning of CNNs on the edge. CVPR Workshops (2020)
Diederik Adriaan Vink, Aditya Rajagopal, Stylianos I. Venieris, Christos-Savvas Bouganis
Caffe Barista: Brewing Caffe with FPGAs in the Training Loop. FPL (2020)
Aditya Rajagopal, Diederik Adriaan Vink, Stylianos I. Venieris, Christos-Savvas Bouganis
Multi-Precision Policy Enforced Training (MuPPET): A precision-switching strategy for quantised fixed-point training of CNNs. CoRR (2020)
Diederik Adriaan Vink, Aditya Rajagopal, Stylianos I. Venieris, Christos-Savvas Bouganis
Caffe Barista: Brewing Caffe with FPGAs in the Training Loop. CoRR (2020)
Aditya Rajagopal, Christos-Savvas Bouganis
Now that I can see, I can improve: Enabling data-driven finetuning of CNNs on the edge. CoRR (2020)
Aditya Rajagopal, Diederik Adriaan Vink, Stylianos I. Venieris, Christos-Savvas Bouganis
Multi-Precision Policy Enforced Training (MuPPET) : A Precision-Switching Strategy for Quantised Fixed-Point Training of CNNs. ICML (2020)