[ACL 2025 Oral] 🔥🔥 MegaPairs: Massive Data Synthesis for Universal Multimodal Retrieval
☆243Nov 6, 2025Updated 3 months ago
Alternatives and similar repositories for MegaPairs
Users that are interested in MegaPairs are comparing it to the libraries listed below
Sorting:
- LLaVE: Large Language and Vision Embedding Models with Hardness-Weighted Contrastive Learning☆77May 23, 2025Updated 9 months ago
- This repo contains the code for "VLM2Vec: Training Vision-Language Models for Massive Multimodal Embedding Tasks" [ICLR 2025]☆579Feb 11, 2026Updated 2 weeks ago
- official code for "Modality Curation: Building Universal Embeddings for Advanced Multimodal Information Retrieval"☆42Jul 4, 2025Updated 7 months ago
- ☆23Oct 16, 2025Updated 4 months ago
- E5-V: Universal Embeddings with Multimodal Large Language Models☆274Dec 10, 2025Updated 2 months ago
- [ACM MM 2025] The official code of "Breaking the Modality Barrier: Universal Embedding Learning with Multimodal LLMs"☆103Dec 8, 2025Updated 2 months ago
- [CVPR 2025] LamRA: Large Multimodal Model as Your Advanced Retrieval Assistant☆178Jul 7, 2025Updated 7 months ago
- Evaluation code and datasets for the ACL 2024 paper, VISTA: Visualized Text Embedding for Universal Multi-Modal Retrieval. The original c…☆46Nov 16, 2024Updated last year
- Toward Universal Multimodal Embedding☆74Aug 1, 2025Updated 7 months ago
- ☆17Mar 5, 2025Updated 11 months ago
- New generation of CLIP with fine grained discrimination capability, ICML2025☆547Oct 27, 2025Updated 4 months ago
- Reason-before-Retrieve: One-Stage Reflective Chain-of-Thoughts for Training-Free Zero-Shot Composed Image Retrieval [CVPR 2025 Highlight]☆65Jul 8, 2025Updated 7 months ago
- ABC: Achieving Better Control of Multimodal Embeddings using VLMs [TMLR2025]☆20Aug 21, 2025Updated 6 months ago
- [ICLR 2025 Spotlight] OmniCorpus: A Unified Multimodal Corpus of 10 Billion-Level Images Interleaved with Text☆413May 5, 2025Updated 9 months ago
- Comprehensive benchmark for video text understanding☆28Jun 4, 2025Updated 8 months ago
- Official implementation of paper "Reason4Rec: Large Language Models for Recommendation with Deliberative User Preference Alignment"☆41Apr 10, 2025Updated 10 months ago
- Retrieval and Retrieval-augmented LLMs☆11,329Dec 15, 2025Updated 2 months ago
- ☆37Jan 12, 2026Updated last month
- [NeurIPS 2025] Elevating Visual Perception in Multimodal LLMs with Visual Embedding Distillation☆71Oct 17, 2025Updated 4 months ago
- ☆34Dec 18, 2025Updated 2 months ago
- Collection of Composed Image Retrieval (CIR) papers.☆312Dec 22, 2025Updated 2 months ago
- Official code for paper "UniIR: Training and Benchmarking Universal Multimodal Information Retrievers" (ECCV 2024)☆178Oct 1, 2024Updated last year
- Code for "CAFe: Unifying Representation and Generation with Contrastive-Autoregressive Finetuning"☆32Mar 26, 2025Updated 11 months ago
- GPT4V-level open-source multi-modal model based on Llama3-8B☆2,430Mar 3, 2025Updated 11 months ago
- A novel Multimodal Large Language Model (MLLM) architecture, designed to structurally align visual and textual embeddings.☆1,432Feb 11, 2026Updated 2 weeks ago
- mllm-npu: training multimodal large language models on Ascend NPUs☆95Aug 29, 2024Updated last year
- Image Tokenizer Needs Post-Training☆24Oct 4, 2025Updated 4 months ago
- Segmented Code Adjustment Quantization (SAQ)☆17Sep 22, 2025Updated 5 months ago
- The official implementation of InterBERT☆11Oct 18, 2022Updated 3 years ago
- ☆12Oct 3, 2023Updated 2 years ago
- 使用Qwen3的Embedding和Reranker模型实现查找与精排☆20Jun 22, 2025Updated 8 months ago
- Long Context Research☆26Jan 26, 2026Updated last month
- ☆58Feb 27, 2025Updated last year
- 🔥🔥First-ever hour scale video understanding models☆610Jul 14, 2025Updated 7 months ago
- Solve Visual Understanding with Reinforced VLMs☆5,850Oct 21, 2025Updated 4 months ago
- The inverted index exchange format as defined as part of the Open-Source IR Replicability Challenge (OSIRRC) initiative☆11Aug 6, 2025Updated 6 months ago
- KDD 2024 AQA competition 2nd place solution☆12Jul 21, 2024Updated last year
- Code for ACL 2023 Oral Paper: ManagerTower: Aggregating the Insights of Uni-Modal Experts for Vision-Language Representation Learning☆12Aug 23, 2025Updated 6 months ago
- 🤗 HF Downloader (Hugging Face Downloader) 📦 A user-friendly GUI tool for downloading Hugging Face resources with enhanced connectivity…☆13Jan 5, 2025Updated last year