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SamsungLabs's Projects

adaclip icon adaclip

This repository contains the code for AdaCLIP, a computation and latency-aware system for pragmatic multimodal video retrieval.

adaptis icon adaptis

[ICCV19] AdaptIS: Adaptive Instance Selection Network, https://arxiv.org/abs/1909.07829

asam icon asam

Implementation of ASAM: Adaptive Sharpness-Aware Minimization for Scale-Invariant Learning of Deep Neural Networks, ICML 2021.

auxft icon auxft

codebase release of our accepted iros 2024 paper.

awesomeyaml icon awesomeyaml

Utility library to help parsing, transforming and querying yaml-based configs

blox icon blox

Macro Neural Architecture Search Benchmark

butterfly_acc icon butterfly_acc

The codes and artifacts associated with our MICRO'22 paper titled: "Adaptable Butterfly Accelerator for Attention-based NNs via Hardware and Algorithm Co-design"

c2g-hof icon c2g-hof

[ICRA 2021, IROS 2021] Cost-to-Go Function Generating Networks for High Dimensional Motion Planning

c2g-hof-project-page icon c2g-hof-project-page

[ICRA 2021, IROS 2021] Cost-to-Go Function Generating Networks for High Dimensional Motion Planning

cic-bart-ssa icon cic-bart-ssa

CIC-BART-SSA: Controllable image captioning with structured semantic augmentation

cloud_transformers icon cloud_transformers

[ICCV, 2021] Cloud Transformers: A Universal Approach To Point Cloud Processing Tasks https://arxiv.org/abs/2007.11679

codit icon codit

Controllable Diffusion Transformer

coordinate_based_inpainting icon coordinate_based_inpainting

[CVPR2019] Coordinate-based texture inpainting for pose-guided human image generation https://arxiv.org/abs/1811.11459

dinar icon dinar

Inference code for "DINAR: Diffusion Inpainting of Neural Textures for One-Shot Human Avatars"

eagle icon eagle

Measuring and predicting on-device metrics (latency, power, etc.) of machine learning models

edgevits icon edgevits

[ECCV 2022] EdgeViTs: Competing Light-weight CNNs on Mobile Devices with Vision Transformers

expanderspruning icon expanderspruning

This respository contains the code and experiments for the paper "Data-Free Model Pruning at Initialization via Expanders", appearing at the Efficient Deep Learning for Computer Vision CVPR Workshop, 2023. Authors: James Stewart, Umberto Michieli, and Mete Ozay.

facap icon facap

[IROS 2022]Floorplan-Aware Camera Poses Refinement

fastflow icon fastflow

FastFlow is a system that automatically detects CPU bottlenecks in deep learning training pipelines and resolves the bottlenecks with data pipeline offloading to remote resources .

fastflow-tensorflow icon fastflow-tensorflow

A customized Tensorflow with partial offloading and profiling features for FastFlow project.

fcaf3d icon fcaf3d

[ECCV2022] FCAF3D: Fully Convolutional Anchor-Free 3D Object Detection

fedoras icon fedoras

FedorAS: Federated Architecture Search under system heterogeneity

ffc_se icon ffc_se

Code for the paper "FFC-SE: Fast Fourier Convolution for Speech Enhancement" (published at Interspeech 2022 conference)

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