Awesome Papers Using Vector Quantization for Recommender Systems (VQ4Rec)

SimVQ: Addressing Representation Collapse in Vector Quantized Models with One Linear Layer

A collection of resources and papers on Vector Quantized Variational Autoencoder (VQ-VAE) and its application

Official implementation of the paper "Image Coding for Machines with Edge Information Learning Using Segment Anything".

Pure PyTorch implementation of Nvidia's hash grid encoding: https://nvlabs.github.io/instant-ngp/

Repository of CVPR'22 paper "Unified Multivariate Gaussian Mixture for Efficient Neural Image Compression"

A library for generating and evaluating synthetic tabular data for privacy, fairness and data augmentation.

A collection of demos showcasing automated feature engineering and machine learning in diverse use cases

Implemetation of ELIC: Efficient Learned Image Compression with Unevenly Grouped Space-Channel Contextual Adaptive Coding

Paper list of deep learning based image/video compression.

The paper list about deep learning based image compression

A collection of tools for neural compression enthusiasts.

[CVPR 2024] Rewrite the Stars

CAIRI Supervised, Semi- and Self-Supervised Visual Representation Learning Toolbox and Benchmark

MambaOut: Do We Really Need Mamba for Vision?

The official implementation for ICCV'23 paper "Small Object Detection via Coarse-to-fine Proposal Generation and Imitation Learning"

(ICCV 2021 Oral) CoaT: Co-Scale Conv-Attentional Image Transformers

Official implementation for "Partial and Asymmetric Contrastive Learning for Out-of-Distribution Detection in Long-Tailed Recognition" (ICML'22 Long Presentation)

The repository provides code for running inference with the Meta Segment Anything Model 2 (SAM 2), links for downloading the trained model checkpoints, and example notebooks that show how to use th…

TEED: Tiny and Efficient Edge Detector

[ECCV 2024] PyTorch implementation of Rethinking Features-Fused-Pyramid-Neck for Object Detection

Official implementation of VQ-Diffusion

🏠[ECCV 2024] GaussianImage: 1000 FPS Image Representation and Compression by 2D Gaussian Splatting

SNIPER / AutoFocus is an efficient multi-scale object detection training / inference algorithm

PyTorch implementation of low-rank factorization (LRF) methods for data compression

Map-Assisted Remote-Sensing Image Compression at Extremely Low Bitrates

[NeurIPS2024] Causal Context Adjustment Loss for Learned Image Compression