Deep Supervised Multi-View Learning with Graph Priors (IEEE TIP 2024, PyTorch Code)

Cross-Modal Retrieval with Partially Mismatched Pairs (IEEE TPAMI 2023, PyTorch Code)

This repo contains the code and data of "Graph Matching with Bi-level Noisy Correspondence".

PyTorch implementation for Correspondence-Free Domain Alignment for Unsupervised Cross-Domain Image Retrieval (AAAI 2023)

RONO: Robust Discriminative Learning with Noisy Labels for 2D-3D Cross-Modal Retrieval (CVPR 2023, PyTorch Code)

OpenMMLab's Next Generation Video Understanding Toolbox and Benchmark

Deep Evidential Learning with Noisy Correspondence for Cross-modal Retrieval ( ACM Multimedia 2022, Pytorch Code)

Deep Evidential Learning with Noisy Correspondence for Cross-modal Retrieval ( ACM Multimedia 2022, Pytorch Code)

PyTorch implementation for All-In-One Image Restoration for Unknown Corruption (AirNet) (CVPR 2022)

Unsupervised Contrastive Cross-modal Hashing (IEEE TPAMI 2023, PyTorch Code)

Deep Semisupervised Cross-modal Retrieval/Cross-view Recognition (IEEE TCYB 2022, PyTorch Code)

Joint Versus Independent Multiview Hashing for Cross-View Retrieval[J] (IEEE TCYB 2021, PyTorch Code)

Learning Cross-Modal Retrieval with Noisy Labels (CVPR 2021, PyTorch Code)

PyTorch implementation for COMPLETER: Incomplete Multi-view Clustering via Contrastive Prediction (CVPR 2021)

PyTorch implementation for Partially View-aligned Representation Learning with Noise-robust Contrastive Loss (CVPR 2021)

Code for the paper "Contrastive Clustering" (AAAI 2021)

PyTorch implementation of Contrastive Learning methods

The source code of DRSL: Deep Relational Similarity Learning for Cross-modal Retrieval

The source code of DRSL: Deep Relational Similarity Learning for Cross-modal Retrieval

Code for paper "Automatic Neural Network Compression by Sparsity-Quantization Joint Learning: A Constrained Optimization-based Approach"

A curated list of neural network pruning resources.

DNN quantization with outlier channel splitting

Implementation of some deep learning algorithms.

Summary, Code for Deep Neural Network Quantization

Source Code for FINCH Clustering Algorithm

Code accompanying the paper "Fine-grained Video-Text Retrieval with Hierarchical Graph Reasoning".

A pytorch implementation of DoReFa-Net

A pytorch implementation of dorefa quantization