tianyu-z / VCR
Official Repo for the paper: VCR: Visual Caption Restoration. Check arxiv.org/pdf/2406.06462 for details.
☆20Updated last week
Related projects: ⓘ
- ☆46Updated 10 months ago
- Code and data for the benchmark "Multimodal Needle in a Haystack (MMNeedle): Benchmarking Long-Context Capability of Multimodal Large Lan…☆30Updated 2 months ago
- ☆73Updated 8 months ago
- Enhancing Large Vision Language Models with Self-Training on Image Comprehension.☆51Updated 3 months ago
- Mixture of Attention Heads☆36Updated last year
- Code for paper "Diffusion Language Models Can Perform Many Tasks with Scaling and Instruction-Finetuning"☆59Updated 7 months ago
- Reproduction of "RLCD Reinforcement Learning from Contrast Distillation for Language Model Alignment☆63Updated last year
- Touchstone: Evaluating Vision-Language Models by Language Models☆75Updated 8 months ago
- EfficientVLM: Fast and Accurate Vision-Language Models via Knowledge Distillation and Modal-adaptive Pruning (ACL 2023)☆19Updated last year
- PyTorch implementation of "From Sparse to Soft Mixtures of Experts"☆38Updated last year
- ☆60Updated 5 months ago
- [NeurIPS2023] Make Your Pre-trained Model Reversible: From Parameter to Memory Efficient Fine-Tuning☆28Updated last year
- ☆31Updated 3 months ago
- Dataset pruning for ImageNet and LAION-2B.☆62Updated 2 months ago
- Metrics for "Beyond neural scaling laws: beating power law scaling via data pruning " (NeurIPS 2022 Outstanding Paper Award)☆51Updated last year
- [ACL 2023] Code for paper “Tailoring Instructions to Student’s Learning Levels Boosts Knowledge Distillation”(https://arxiv.org/abs/2305.…☆38Updated last year
- [EVA ICLR'23; LARA ICML'22] Efficient attention mechanisms via control variates, random features, and importance sampling☆78Updated last year
- The released data for paper "Measuring and Improving Chain-of-Thought Reasoning in Vision-Language Models".☆28Updated last year
- VLM Evaluation: Benchmark for VLMs, spanning text generation tasks from VQA to Captioning☆77Updated last week
- Sparkles: Unlocking Chats Across Multiple Images for Multimodal Instruction-Following Models☆40Updated 3 months ago
- Code for T-MARS data filtering☆34Updated last year
- Visual CoT: Advancing Multi-Modal Language Models with a Comprehensive Dataset and Benchmark for Chain-of-Thought Reasoning☆93Updated 2 months ago
- ☆60Updated 2 months ago
- Source code for the paper "Prefix Language Models are Unified Modal Learners"☆42Updated last year
- Official code for "pi-Tuning: Transferring Multimodal Foundation Models with Optimal Multi-task Interpolation", ICML 2023.☆32Updated last year
- VideoNIAH: A Flexible Synthetic Method for Benchmarking Video MLLMs☆21Updated 3 months ago
- Official implementation of the Law of Vision Representation in MLLMs☆93Updated last week
- Experiments for "A Closer Look at In-Context Learning under Distribution Shifts"☆20Updated last year
- ☆37Updated 7 months ago
- ☆37Updated last year