IronMan

Awesome-Low-Rank-Adaptation. Awesome-Low-Rank-Adaptation

Awesome-Vision-Knowledge-Distillation. Awesome Knowledge-Distillation for CV

D2MoE. D^2-MoE: Delta Decompression for MoE-based LLMs Compression

Awesome-Efficient-Diffusion-Models. Paper survey of efficient computation for large scale models.

EMQ-series. [ICCV-2023] EMQ: Evolving Training-free Proxies for Automated Mixed Precision Quantization

DisWOT-CVPR2023. Python

Teacher-free-Distillation. TF-FD

DetKDS. [ICML2024] DetKDS: Knowledge Distillation Search for Object Detectors

SHAKE. SHAKE

Auto-Prox-AAAI24. Auto-Prox-AAAI24

AlphaTree-graphic-deep-neural-network. 机器学习(Machine Learning)、深度学习(Deep Learning)、对抗神经网络(GAN），图神经网络（GNN），NLP，大数据相关的发展路书(roadmap), 并附海量源码（python，pytorch）带大家消化基本知识点，突破面试，完成从新手到合格工程师的跨越，其中深度学习相关论文附有tensorflow caffe官方源码，应用部分含推荐算法和知识图谱

DSA. Discovering Sparsity Allocation for Layer-wise Pruning of Large Language Models

AttnZero. [ECCV2024] AttnZero: Efficient Attention Discovery for Vision Transformers

spos. Re-implementation of Single Path One-Shot NAS based on pytorch.

CVPR2020_1413. Interpretable Neural Networks Decoupling

Auto-DAS. [ECCV2024] Auto-DAS: Automated Proxy Discovery for Training-free Distillation-aware Architecture Search

Auto-GAS. [ECCV2024] Auto-GAS: Automated Proxy Discovery for Training-free Generative Architecture Search

A-Survey-on-Generative-Diffusion-Model.

3D-face-reconstruction-paper-list. paper list of some 3D face reconstruction

ALS. ALS

ai-notes. notes for my AI studies, writing, and product brainstorming

GP-NAS-ensemble. The 2nd Solution for Track2 of lightweight NAS Challenge in CVPR 2022 Workshop

Deep-Metric-Learning-Baselines. PyTorch Implementation for Deep Metric Learning Pipelines

accimage. high performance image loading and augmenting routines mimicking PIL.Image interface

DeepInversion. Python

AB_distillation. Knowledge Transfer via Distillation of Activation Boundaries Formed by Hidden Neurons (AAAI 2019)

OGM-GE_CVPR2022. The repo for "Balanced Multimodal Learning via On-the-fly Gradient Modulation", CVPR 2022 (ORAL)

teaching-where-to-look. Official Implementation of the ECCV 22 paper, "Teaching Where to Look: Attention Similarity Knowledge Distillation for Low Resolution Face Recognition".

Awesome-Video-Diffusion-Models. Text-to-video, video diffusion models papers

OTMS-KD. One-Teacher and Multiple-Student Knowledge Distillation on Sentiment Classification

RepAdapter. Official implementation of "Towards Efficient Visual Adaption via Structural Re-parameterization".

Faster-Diffusion. Official implementation of "Faster Diffusion: Rethinking the Role of UNet Encoder in Diffusion Models"

DCP-GAN. [CVPR 2024] Diversity-aware Channel Pruning for StyleGAN Compression

text-to-motion. Official implementation for "Generating Diverse and Natural 3D Human Motions from Texts."

AI-Product-Index. A curated index to track AI-powered products.

FLAP. [AAAI 2024] Fluctuation-based Adaptive Structured Pruning for Large Language Models

Multi-LoRA-Composition. Repository for the Paper "Multi-LoRA Composition for Image Generation"

res-adapter. Official implementation of "ResAdapter: Domain Consistent Resolution Adapter for Diffusion Models".

awesome-small-molecule-ml. A curated list of resources for machine learning for small-molecule drug discovery

Awesome-MVS. Awesome list of multi-view stereo papers

Similarity-Matching. Python

GPT2-chitchat. GPT2 for Chinese chitchat/用于中文闲聊的GPT2模型(实现了DialoGPT的MMI思想)

Awesome-Text-to-Image. (ෆ`꒳´ෆ) A Survey on Text-to-Image Generation/Synthesis.

xrnerf. OpenXRLab Neural Radiance Field (NeRF) Toolbox and Benchmark

SceneScape. Official Pytorch Implementation for "SceneScape: Text-Driven Consistent Scene Generation"

FSD. Feature Structure Distillation with Centered Kernel Alignment in BERT Transferring official code

LightZero. LightZero: A lightweight and efficient MCTS/AlphaZero/MuZero algorithm toolkit.

MMKD. This is the implementation for the ICME-2023 paper (Adaptive Multi-Teacher Knowledge Distillation with Meta-Learning).

human-motion-capture. collect papers about human motion capture

awesome-generative-deep-art. A curated list of generative deep learning tools, works, models, etc. for artistic uses

CVinW_Readings. A collection of papers on the topic of ``Computer Vision in the Wild (CVinW)''

Awesome-Parameter-Efficient-Transfer-Learning. A collection of parameter-efficient transfer learning papers focusing on computer vision and multimodal domains.

awesome_lists. Awesome Lists for Tenure-Track Assistant Professors and PhD students. (助理教授/博士生生存指南)

marqo. Tensor search for humans.

awesome-model-quantization. A list of papers, docs, codes about model quantization. This repo is aimed to provide the info for model quantization research, we are continuously improving the project. Welcome to PR the works (papers, repositories) that are missed by the repo.

NSFC-application-template-latex. 国家自然科学基金申请书正文（面上项目）模板（非官方）

awesome-audiovisual-learning. A curated list of audio-visual learning methods and datasets.