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CVPR2023-Papers-with-Code

CVPR 2023 论文和开源项目合集

Huatuo-Llama-Med-Chinese

Repo for BenTsao [original name: HuaTuo (华驼)], Instruction-tuning Large Language Models with Chinese Medical Knowledge. 本草（原名：华驼）模型仓库，基于中文医学知识的大语言模型指令微调

Tools-to-Design-or-Visualize-Architecture-of-Neural-Network

Tools to Design or Visualize Architecture of Neural Network

Segment-Everything-Everywhere-All-At-Once

[NeurIPS 2023] Official implementation of the paper "Segment Everything Everywhere All at Once"

Torch-Pruning

[CVPR 2023] Towards Any Structural Pruning; LLMs / SAM / Diffusion / Transformers / YOLOv8 / CNNs

awesome-talking-head-generation

Awesome-Efficient-LLM

A curated list for Efficient Large Language Models

LLM-Pruner

[NeurIPS 2023] LLM-Pruner: On the Structural Pruning of Large Language Models. Support LLaMA, Llama-2, BLOOM, Vicuna, Baichuan, etc.

sparsegpt

Code for the ICML 2023 paper "SparseGPT: Massive Language Models Can Be Accurately Pruned in One-Shot".

UniControl

Unified Controllable Visual Generation Model

Context-Cluster

[ICLR 2023 Oral] Image as Set of Points

ActGPT

chatbot does what you ask, like open Google search, post a Tweet, etc.

MobileR2L

[CVPR 2023] Real-Time Neural Light Field on Mobile Devices

Diff-Pruning

[NeurIPS 2023] Structural Pruning for Diffusion Models

FCViT

A Close Look at Spatial Modeling: From Attention to Convolution

HIVE

Awesome-Pruning-at-Initialization

[IJCAI'22 Survey] Recent Advances on Neural Network Pruning at Initialization.

GlueGen

FFN-pytorch

Frame Flexible Network (CVPR2023)

Awesome-3D-AnomalyDetection

Awesome papers on 3D anomaly detection.

gRDA-Optimizer

LoSparse

Why-the-State-of-Pruning-so-Confusing

[Preprint] Why is the State of Neural Network Pruning so Confusing? On the Fairness, Comparison Setup, and Trainability in Network Pruning

MRMGA4VAD

[ICDM 2022] Making Reconstruction-based Method Great Again for Video Anomaly Detection (PyTorch)

Iterative-Soft-Shrinkage-SR

[ICCV2023 Official PyTorch code] for Iterative Soft Shrinkage Learning for Efficient Image Super-Resolution

AdaM3

[ICDM 2023] Momentum is All You Need for Data-Driven Adaptive Optimization

LGI-LS

[NeurIPS 2023] Latent Graph Inference with Limited Supervision

efficient-nn-tutorial

Page for the CVPR 2023 Tutorial - Efficient Neural Networks: From Algorithm Design to Practical Mobile Deployments

BIMP

Code to reproduce the experiments of ICLR2023-paper: How I Learned to Stop Worrying and Love Retraining