JackeyWang777

JackeyWang777

AI-Job-Notes

AI算法岗求职攻略（涵盖准备攻略、刷题指南、内推和AI公司清单等资料）

APN-ZSL

This is a PyTorch implementation of the paper "Attribute Prototype Network for Zero-Shot Learning".

CoarseSup

concept_transformer

Code for the ICLR 2020 paper "Attention-based interpretability with Concept Transformers"

ConceptWhitening

cli

Unlock Music Project - CLI Edition

CSGCNN

code for "Training Interpretable Convolutional NeuralNetworks by Differentiating Class-specific Filters"

dti-clustering

(NeurIPS 2020 oral) Code for "Deep Transformation-Invariant Clustering" paper

gemma-llama2-finetuning-demo

An LLM finetuning use case comparing Gemma and Llama2

GPT2

PyTorch Implementation of OpenAI GPT-2

GVRT

[ECCV-2022]Grounding Visual Representations with Texts for Domain Generalization

IDM

LaBo

CVPR 2023 paper: Language in a Bottle: Language Model Guided Concept Bottlenecks for Interpretable Image Classification

learning_research

本人的科研经验

ProtoPFormer

ProtoPFormer: Concentrating on Prototypical Parts in Vision Transformers for Interpretable Image Recognition

ProtoTree

ProtoTrees: Neural Prototype Trees for Interpretable Fine-grained Image Recognition

pytorch-image-models

PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more

SESM

Code for "Learning to Select Prototypical Parts for Interpretable Sequential Data Modeling" in Proc. of AAAI'23.

so-vits-svc

SoftVC VITS Singing Voice Conversion

soft-prompt-transfer

torch_truncnorm

Truncated Normal Distribution in PyTorch

Transformer-Explainability

[CVPR 2021] Official PyTorch implementation for Transformer Interpretability Beyond Attention Visualization, a novel method to visualize classifications by Transformer based networks.

unlock-music

Unlock encrypted music file in browser. 在浏览器中解锁加密的音乐文件。

VG-Bert

Codes and scripts for "Explainable Semantic Space by Grounding Languageto Vision with Cross-Modal Contrastive Learning"

Visual-Reasoning-eXplanation

[CVPR 2021] A Peek Into the Reasoning of Neural Networks: Interpreting with Structural Visual Concepts

Visualizer

helper tools for attention visualization in deep learning

vkd

Code for the CVPR2024 paper: VkD : Improving Knowledge Distillation using Orthogonal Projections

waifu2x

Image Super-Resolution for Anime-Style Art

Zero-Shot-Detection-via-Vision-and-Language-Knowledge-Distillation