Search Results for author: Roy H. Jennings

Found 3 papers, 3 papers with code

Date Published Github Stars

Reconciling a Centroid-Hypothesis Conflict in Source-Free Domain Adaptation

1 code implementation • 7 Dec 2022 • Idit Diamant, Roy H. Jennings, Oranit Dror, Hai Victor Habi, Arnon Netzer

We propose to reconcile this conflict by aligning the entropy minimization objective with that of the pseudo labels' cross entropy.

Pseudo Label Source-Free Domain Adaptation

3
Paper
Code

HPTQ: Hardware-Friendly Post Training Quantization

1 code implementation • 19 Sep 2021 • Hai Victor Habi, Reuven Peretz, Elad Cohen, Lior Dikstein, Oranit Dror, Idit Diamant, Roy H. Jennings, Arnon Netzer

Neural network quantization enables the deployment of models on edge devices.

 Ranked #1 on Quantization on MS COCO

object-detection Object Detection +3

347
Paper
Code

HMQ: Hardware Friendly Mixed Precision Quantization Block for CNNs

2 code implementations • ECCV 2020 • Hai Victor Habi, Roy H. Jennings, Arnon Netzer

In this work, we introduce the Hardware Friendly Mixed Precision Quantization Block (HMQ) in order to meet this requirement.

Ranked #13 on Quantization on ImageNet

Quantization

47
Paper
Code
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