Sony Research

Pinned Repositories

a_view_from_somewhere
A View From Somewhere: Human-Centric Face Representations (ICLR 2023)
Language:Jupyter Notebook15 1 00
apparent_skincolor
"Beyond Skin Tone: A Multidimensional Measure of Apparent Skin Color" (ICCV 2023)
Language:Python25 1 21
COALA
COALA: A Practical and Vision-Centric Federated Learning Platform, accepted to ICML'24
Language:Python105 1 22
IDEAL
Query-Efficient Data-Free Learning from Black-Box Models
Language:Python19 0 31
MECTA
Memory-Economic Continual Test-Time Model Adaptation
Language:Python31 0 24
micro_diffusion
Repo is required for the code of our research paper on micro-budget training of large scale diffusion model.
153 44 41
MocoSFL
Official Repository for MocoSFL (accepted by ICLR '23, notable 5%)
Language:Python52 0 16
multi_bias_amp
Repo for accepted ICML 2023 paper "Men Also Do Laundry: Multi-Attribute Bias Amplification (https://arxiv.org/abs/2210.11924)"
Language:Python7 2 10
PandemicSimulator
Pandemic Simulator
Language:Python43 7 137
RaTP
Continual Model Generalization for Unseen Domains
Language:Python44 0 14

Sony Research's Repositories

SonyResearch/micro_diffusion
Repo is required for the code of our research paper on micro-budget training of large scale diffusion model.
153 44 41
SonyResearch/COALA
COALA: A Practical and Vision-Centric Federated Learning Platform, accepted to ICML'24
Language:Python105 1 22
SonyResearch/MocoSFL
Official Repository for MocoSFL (accepted by ICLR '23, notable 5%)
Language:Python52 0 16
SonyResearch/RaTP
Continual Model Generalization for Unseen Domains
Language:Python44 0 14
SonyResearch/PandemicSimulator
Pandemic Simulator
Language:Python43 7 137
SonyResearch/MECTA
Memory-Economic Continual Test-Time Model Adaptation
Language:Python31 0 24
SonyResearch/apparent_skincolor
"Beyond Skin Tone: A Multidimensional Measure of Apparent Skin Color" (ICCV 2023)
Language:Python25 1 21
SonyResearch/IDEAL
Query-Efficient Data-Free Learning from Black-Box Models
Language:Python19 0 31
SonyResearch/a_view_from_somewhere
A View From Somewhere: Human-Centric Face Representations (ICLR 2023)
Language:Jupyter Notebook15 1 00
SonyResearch/FedP3
Implementation of the paper: "FedP3: Federated Personalized and Privacy-friendly Network Pruning under Model Heterogeneity" (ICLR 2024)
Language:Python7 3 01
SonyResearch/multi_bias_amp
Repo for accepted ICML 2023 paper "Men Also Do Laundry: Multi-Attribute Bias Amplification (https://arxiv.org/abs/2210.11924)"
Language:Python7 2 10
SonyResearch/project_ethics_augmented_datasheets_for_speech_datasets
Public code repo for research paper
Language:TeX6 1 01
SonyResearch/SemSim
Implementation of the paper: "Privacy Assessment on Reconstructed Images: Are Existing Evaluation Metrics Faithful to Human Perception?” (NeurIPS 2023)
Language:Python5 3 50
SonyResearch/responsible_data_curation
Ethical Considerations for Responsible Data Curation (NeurIPS 2023 Datasets and Benchmarks Track Oral)
Language:TeX2 1 01
SonyResearch/coco_kd
Public code repo for research paper
1 1 00
SonyResearch/gt_sophy_public
gt_sophy_public repo
Language:HTML1 5 00
SonyResearch/project_game_ai_duplex
project webpage for a paper
Language:HTML0 0 00
SonyResearch/synthetic_knowledge_graphs
This repository provides a collection of code for generating synthetic knowledge graphs. These synthetic knowledge graphs enable practitioners to create controlled scenarios for assessing models and algorithms designed for knowledge graphs.
Language:Python0 1 00
SonyResearch/flickr_africa
Public code repo for research paper
1 0
SonyResearch/metavision_driver
driver for event based cameras using the MetaVision SDK (Prophesee and CenturyArk)
Language:C++0 0