frank-chris / ImageTextRetrieval
In this work, we implement different cross-modal learning schemes such as Siamese Network, Correlational Network and Deep Cross-Modal Projection Learning model and study their performance. We also propose a modified Deep Cross-Modal Projection Learning model that uses a different image feature extractor. We evaluate the model’s performance on im…
☆11Updated 3 years ago
Alternatives and similar repositories for ImageTextRetrieval:
Users that are interested in ImageTextRetrieval are comparing it to the libraries listed below
- ☆27Updated last year
- [TIP2023] The code of “Plug-and-Play Regulators for Image-Text Matching”☆32Updated 11 months ago
- Implementation of our AAAI2022 paper, Show Your Faith: Cross-Modal Confidence-Aware Network for Image-Text Matching.☆36Updated last year
- ☆46Updated last year
- [Paper][IJCKG 2022] LaKo: Knowledge-driven Visual Question Answering via Late Knowledge-to-Text Injection☆25Updated last year
- [Paper][AAAI 2023] DUET: Cross-modal Semantic Grounding for Contrastive Zero-shot Learning☆49Updated last year
- A Comprehensive Empirical Study of Vision-Language Pre-trained Model for Supervised Cross-Modal Retrieval☆42Updated 2 years ago
- Summary of Related Research on Image-Text Matching☆70Updated last year
- This repository contains 2 tools: - A py3 Lib for NLP & image-caption metrics - Code for a two-tailed t-test with paired samples. It wil…☆18Updated 3 years ago
- The code for "Semi-Supervised Cross-Modal Hashing with Multi-view Graph Representation"☆10Updated 3 years ago
- ☆44Updated 2 years ago
- Implementation of our CVPR2022 paper, Negative-Aware Attention Framework for Image-Text Matching.☆111Updated last year
- The code of the paper "Cross-Modal Graph Matching Network for Image-Text Retrieval" in ACM Transactions on Multimedia Computing, Communic…☆45Updated last year
- [ACL 2021] Learning Relation Alignment for Calibrated Cross-modal Retrieval☆30Updated last year
- Efficient Token-Guided Image-Text Retrieval with Consistent Multimodal Contrastive Training☆25Updated last year
- Cross-Modal-Real-valuded-Retrieval☆81Updated last year
- ☆30Updated last year
- ☆16Updated 2 years ago
- Implementation of our paper, 'Unifying Two-Stream Encoders with Transformers for Cross-Modal Retrieval.'☆22Updated last year
- The source code of "Teacher-Student Learning: Efficient Hierarchical Message Aggregation Hashing for Cross-Modal Retrieval." (Accepted by…☆18Updated 2 years ago
- [Paper][ISWC 2021] Zero-shot Visual Question Answering using Knowledge Graph☆71Updated last year
- Unofficial Implementation to CDUL: CLIP-Driven Unsupervised Learning for Multi-Label Image Classification [ICCV'23]☆23Updated 10 months ago
- Context-Aware Multi-View Summarization Network for Image-Text Matching. ACM MM'20☆30Updated 2 years ago
- Multi-label Image Recognition with Partial Labels (IJCV'24, ESWA'24, AAAI'22)☆38Updated 8 months ago
- [CVPR 2023] VoP: Text-Video Co-operative Prompt Tuning for Cross-Modal Retrieval☆38Updated 2 years ago
- USER: Unified Semantic Enhancement with Momentum Contrast for Image-Text Retrieval, TIP 2024☆29Updated last year
- PyTorch implementation of the AAAI-21 paper "Dual Adversarial Label-aware Graph Neural Networks for Cross-modal Retrieval" and the TPAMI-…☆39Updated 2 years ago
- Source code of our MM'22 paper Cross-Lingual Cross-Modal Retrieval with Noise-Robust Learning☆21Updated 9 months ago
- Deep Evidential Learning with Noisy Correspondence for Cross-modal Retrieval ( ACM Multimedia 2022, Pytorch Code)☆43Updated last year
- Dynamic Modality Interaction Modeling for Image-Text Retrieval. SIGIR'21☆68Updated 2 years ago