ytaek-oh / awesome-vl-compositionalityLinks
Awesome Vision-Language Compositionality, a comprehensive curation of research papers in literature.
☆34Updated 10 months ago
Alternatives and similar repositories for awesome-vl-compositionality
Users that are interested in awesome-vl-compositionality are comparing it to the libraries listed below
Sorting:
- [CVPR 2024] Contrasting Intra-Modal and Ranking Cross-Modal Hard Negatives to Enhance Visio-Linguistic Fine-grained Understanding☆53Updated 8 months ago
- [CVPR 2024] Improving language-visual pretraining efficiency by perform cluster-based masking on images.☆29Updated last year
- PyTorch code for "Contrastive Region Guidance: Improving Grounding in Vision-Language Models without Training"☆39Updated last year
- [ICLR 2025] VL-ICL Bench: The Devil in the Details of Multimodal In-Context Learning☆67Updated 3 months ago
- [ICML2024] Repo for the paper `Evaluating and Analyzing Relationship Hallucinations in Large Vision-Language Models'☆22Updated 11 months ago
- NegCLIP.☆38Updated 2 years ago
- [NeurIPS 2023] Align Your Prompts: Test-Time Prompting with Distribution Alignment for Zero-Shot Generalization☆110Updated last year
- Official implementation of CVPR 2024 paper "Prompt Learning via Meta-Regularization".☆31Updated 9 months ago
- Official pytorch implementation of "RITUAL: Random Image Transformations as a Universal Anti-hallucination Lever in Large Vision Language…☆14Updated last year
- Official Implementation of "Read-only Prompt Optimization for Vision-Language Few-shot Learning", ICCV 2023☆54Updated 2 years ago
- [CVPRW-25 MMFM] Official repository of paper titled "How Good is my Video LMM? Complex Video Reasoning and Robustness Evaluation Suite fo…☆50Updated last year
- [CVPR 2025] COSMOS: Cross-Modality Self-Distillation for Vision Language Pre-training☆37Updated 8 months ago
- [CVPR23 Highlight] CREPE: Can Vision-Language Foundation Models Reason Compositionally?☆35Updated 2 years ago
- [ICLR 2025] - Cross the Gap: Exposing the Intra-modal Misalignment in CLIP via Modality Inversion☆58Updated 2 weeks ago
- Official implementation of "Why are Visually-Grounded Language Models Bad at Image Classification?" (NeurIPS 2024)☆94Updated last year
- [CVPR 2025] Mitigating Object Hallucinations in Large Vision-Language Models with Assembly of Global and Local Attention☆57Updated last year
- Code for "CLIP Behaves like a Bag-of-Words Model Cross-modally but not Uni-modally"☆18Updated 10 months ago
- ☆59Updated 2 years ago
- [ECCV 2024] EgoCVR: An Egocentric Benchmark for Fine-Grained Composed Video Retrieval☆41Updated 8 months ago
- [ICML 2024] "Visual-Text Cross Alignment: Refining the Similarity Score in Vision-Language Models"☆57Updated last year
- Repository for the paper: Teaching VLMs to Localize Specific Objects from In-context Examples☆39Updated last year
- VisualGPTScore for visio-linguistic reasoning☆27Updated 2 years ago
- [ICLR 2024] Test-Time RL with CLIP Feedback for Vision-Language Models.☆95Updated 2 months ago
- [ICLR2023] PLOT: Prompt Learning with Optimal Transport for Vision-Language Models☆170Updated 2 years ago
- [CVPR2024 Highlight] Official implementation for Transferable Visual Prompting. The paper "Exploring the Transferability of Visual Prompt…☆46Updated last year
- [ICCV 2023] Prompt-aligned Gradient for Prompt Tuning☆166Updated 2 years ago
- [NeurIPS 2024] Mitigating Object Hallucination via Concentric Causal Attention☆66Updated 3 months ago
- This repository is related to 'Intriguing Properties of Hyperbolic Embeddings in Vision-Language Models', published at TMLR (2024), https…☆20Updated last year
- [NeurIPS 2023] A faithful benchmark for vision-language compositionality☆87Updated last year
- Code and datasets for "What’s “up” with vision-language models? Investigating their struggle with spatial reasoning".☆68Updated last year