Jiaqi Wang's repositories
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".
concept_transformer
Code for the ICLR 2020 paper "Attention-based interpretability with Concept Transformers"
cli
Unlock Music Project - CLI Edition
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
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
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