PeiHsuan's starred repositories

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AdaLoRA

AdaLoRA: Adaptive Budget Allocation for Parameter-Efficient Fine-Tuning (ICLR 2023).

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dora

Implementation of DoRA

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LoRA

Code for loralib, an implementation of "LoRA: Low-Rank Adaptation of Large Language Models"

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ScaledYOLOv4-NAS

Scaled-YOLOv4: Scaling Cross Stage Partial Network

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Automatic-Panoramic-Image-Stitching

Automatic Panoramic Image Stitching using SIFT detector and descriptor, RANSAC algorithm for best-fit homograpy, linear blending

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darknet

YOLOv4 / Scaled-YOLOv4 / YOLO - Neural Networks for Object Detection (Windows and Linux version of Darknet )

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Zero-DNAS

Zero-Cost DifferentiableNerual Architecture Search

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ScaledYOLOv4

Scaled-YOLOv4: Scaling Cross Stage Partial Network

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Photometric-Stereo

Term project. A python implementation of the Basic Photometric Stereo Algorithm

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zero-cost-nas

Zero-Cost Proxies for Lightweight NAS

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darts

Differentiable architecture search for convolutional and recurrent networks

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EAutoDet

Implementation of EAutoDet

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nas-without-training

Code for Neural Architecture Search without Training (ICML 2021)

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mobile-vision

Mobile vision models and code

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ZOC

This repository is the official implementation of the aaai2022 paper "Zero-Shot Out-of-Distribution Detection Based on the Pre-trained Model CLIP"

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InternImage

[CVPR 2023 Highlight] InternImage: Exploring Large-Scale Vision Foundation Models with Deformable Convolutions

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ZS3

Zero-Shot Semantic Segmentation

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CBMOT

This repo contains the official code for the paper 'Score refinement for confidence-based 3D multi-object tracking'

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simclr

SimCLRv2 - Big Self-Supervised Models are Strong Semi-Supervised Learners

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MSDN

Official PyTorch Implementation of MSDN (CVPR'22)

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SDGZSL

[ICCV2021] Official Pytorch implementation for SDGZSL (Semantics Disentangling for Generalized Zero-Shot Learning)

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gcm-cf

[CVPR 2021] Released code for Counterfactual Zero-Shot and Open-Set Visual Recognition

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Feature-Generating-Networks

Zero Shot Learning with Feature Generating Networks

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CE-GZSL

Codes for the CVPR 2021 paper: Contrastive Embedding for Generalized Zero-Shot Learning

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