Mind the Gap: Understanding the Modality Gap in Multi-modal Contrastive Representation Learning
☆177Sep 26, 2022Updated 3 years ago
Alternatives and similar repositories for Modality-Gap
Users that are interested in Modality-Gap are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Experiments and data for the paper "When and why vision-language models behave like bags-of-words, and what to do about it?" Oral @ ICLR …☆295Jun 7, 2023Updated 3 years ago
- ☆58Aug 30, 2023Updated 3 years ago
- ☆11Jul 31, 2022Updated 4 years ago
- [ICLR 2024] Analyzing and Mitigating Object Hallucination in Large Vision-Language Models☆159Apr 30, 2024Updated 2 years ago
- Code for the paper: "SuS-X: Training-Free Name-Only Transfer of Vision-Language Models" [ICCV'23]☆104Aug 22, 2023Updated 3 years ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- CapDec: SOTA Zero Shot Image Captioning Using CLIP and GPT2, EMNLP 2022 (findings)☆209Jan 28, 2024Updated 2 years ago
- NegCLIP.☆41Feb 6, 2023Updated 3 years ago
- CaMEL: Mean Teacher Learning for Image Captioning. ICPR 2022☆30Dec 1, 2022Updated 3 years ago
- ☆54Jul 31, 2022Updated 4 years ago
- [EMNLP 2024] Preserving Multi-Modal Capabilities of Pre-trained VLMs for Improving Vision-Linguistic Compositionality☆24Oct 8, 2024Updated last year
- Code base of SynthCLIP: CLIP training with purely synthetic text-image pairs from LLMs and TTIs.☆103Mar 23, 2025Updated last year
- Filtering, Distillation, and Hard Negatives for Vision-Language Pre-Training☆139Dec 16, 2025Updated 9 months ago
- [NeurIPS 2023] Text data, code and pre-trained models for paper "Improving CLIP Training with Language Rewrites"☆291Jan 14, 2024Updated 2 years ago
- Official repository for the ACL 2025 Findings paper "Worse than Random? An Embarrassingly Simple Probing Evaluation of Large Multimodal M…☆26May 12, 2026Updated 4 months ago
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- Code for Label Propagation for Zero-shot Classification with Vision-Language Models (CVPR2024)☆45Jul 23, 2024Updated 2 years ago
- CVPR 2023: Language in a Bottle: Language Model Guided Concept Bottlenecks for Interpretable Image Classification☆110May 28, 2024Updated 2 years ago
- Code and data for the paper "Emergent Visual-Semantic Hierarchies in Image-Text Representations" (ECCV 2024)☆34Jul 27, 2026Updated last month
- [NeurIPS 2023] Factorized Contrastive Learning: Going Beyond Multi-view Redundancy☆78Nov 13, 2023Updated 2 years ago
- Official implementation of "Connect, Collapse, Corrupt: Learning Cross-Modal Tasks with Uni-Modal Data" (ICLR 2024)☆37Oct 16, 2024Updated last year
- Official Code Release for "Diagnosing and Rectifying Vision Models using Language" (ICLR 2023)☆34Jun 8, 2023Updated 3 years ago
- [AAAI 2024] ConceptBed Evaluations for Personalized Text-to-Image Diffusion Models☆25Jun 1, 2023Updated 3 years ago
- [ECCV 2024] Official PyTorch implementation of DreamLIP: Language-Image Pre-training with Long Captions☆139May 8, 2025Updated last year
- ☆197Jul 24, 2026Updated 2 months ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Medical multi-modal learning with missing modality data (MLHC 2023)☆15Aug 1, 2023Updated 3 years ago
- [ICCV 2023] Black Box Few-Shot Adaptation for Vision-Language models☆28May 14, 2024Updated 2 years ago
- This repository contains the implementation of Concept Activation Regions, a new framework to explain deep neural networks with human con…☆17Oct 7, 2022Updated 3 years ago
- MetaShift: A Dataset of Datasets for Evaluating Contextual Distribution Shifts and Training Conflicts (ICLR 2022)☆110Aug 29, 2022Updated 4 years ago
- ☆364Jan 27, 2024Updated 2 years ago
- [CVPR 2024] The official implementation of paper "synthesize, diagnose, and optimize: towards fine-grained vision-language understanding"☆52Jun 16, 2025Updated last year
- ICLR 2023 DeCap: Decoding CLIP Latents for Zero-shot Captioning☆145Mar 16, 2023Updated 3 years ago
- [ICLR 23 oral] The Modality Focusing Hypothesis: Towards Understanding Crossmodal Knowledge Distillation☆44Jul 10, 2023Updated 3 years ago
- ☆678Nov 28, 2023Updated 2 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- 【ICLR 2024, Spotlight】Sentence-level Prompts Benefit Composed Image Retrieval☆95Apr 16, 2024Updated 2 years ago
- This repository is related to 'Intriguing Properties of Hyperbolic Embeddings in Vision-Language Models', published at TMLR (2024), https…☆21Jul 5, 2024Updated 2 years ago
- Cross Modal Retrieval with Querybank Normalisation☆57Nov 21, 2023Updated 2 years ago
- [COG24] - Official repository of "OfflineMania: A Benchmark Environment for Offline Reinforcement Learning in Racing Games"☆12Jul 15, 2024Updated 2 years ago
- ☆82Nov 6, 2023Updated 2 years ago
- A pytorch implementation of the ICCV2021 workshop paper SimDis: Simple Distillation Baselines for Improving Small Self-supervised Models☆14Jul 15, 2021Updated 5 years ago
- [ICLR 2024] Official repository for "Vision-by-Language for Training-Free Compositional Image Retrieval"☆89Jul 4, 2024Updated 2 years ago