snumprlab / isr-dpo
Official Implementation of ISR-DPO:Aligning Large Multimodal Models for Videos by Iterative Self-Retrospective DPO (AAAI'25)
☆18Updated 2 months ago
Alternatives and similar repositories for isr-dpo:
Users that are interested in isr-dpo are comparing it to the libraries listed below
- Code and data for the paper "Emergent Visual-Semantic Hierarchies in Image-Text Representations" (ECCV 2024)☆27Updated 8 months ago
- [NeurIPS 2024] Official PyTorch implementation of "Improving Compositional Reasoning of CLIP via Synthetic Vision-Language Negatives"☆38Updated 4 months ago
- [ECCV 2024] EgoCVR: An Egocentric Benchmark for Fine-Grained Composed Video Retrieval☆35Updated last week
- [ICLR 2025] CREMA: Generalizable and Efficient Video-Language Reasoning via Multimodal Modular Fusion☆41Updated 3 months ago
- TemporalBench: Benchmarking Fine-grained Temporal Understanding for Multimodal Video Models☆30Updated 5 months ago
- Language Repository for Long Video Understanding☆31Updated 10 months ago
- Awesome Vision-Language Compositionality, a comprehensive curation of research papers in literature.☆19Updated 2 months ago
- Official repo of the ICLR 2025 paper "MMWorld: Towards Multi-discipline Multi-faceted World Model Evaluation in Videos"☆25Updated 7 months ago
- [CVPR 2025] Official PyTorch Implementation of GLUS: Global-Local Reasoning Unified into A Single Large Language Model for Video Segmenta…☆31Updated this week
- Official Implementation (Pytorch) of the "VidChain: Chain-of-Tasks with Metric-based Direct Preference Optimization for Dense Video Capti…☆17Updated 2 months ago
- [WACV 2025] Official Pytorch code for "Background-aware Moment Detection for Video Moment Retrieval"☆13Updated last month
- 👾 E.T. Bench: Towards Open-Ended Event-Level Video-Language Understanding (NeurIPS 2024)☆57Updated 3 months ago
- ☆25Updated last week
- ☆11Updated 9 months ago
- [ECCV 2024] Learning Video Context as Interleaved Multimodal Sequences☆37Updated last month
- [EMNLP 2024] Preserving Multi-Modal Capabilities of Pre-trained VLMs for Improving Vision-Linguistic Compositionality☆16Updated 6 months ago
- The official repository for paper "PruneVid: Visual Token Pruning for Efficient Video Large Language Models".☆35Updated 2 months ago
- VisualGPTScore for visio-linguistic reasoning☆27Updated last year
- Code and data setup for the paper "Are Diffusion Models Vision-and-language Reasoners?"☆32Updated last year
- Repo for paper: "Paxion: Patching Action Knowledge in Video-Language Foundation Models" Neurips 23 Spotlight☆37Updated last year
- (NeurIPS 2024 Spotlight) TOPA: Extend Large Language Models for Video Understanding via Text-Only Pre-Alignment☆28Updated 6 months ago
- [ECCV2024, Oral, Best Paper Finalist]This is the official implementation of the paper "LEGO: Learning EGOcentric Action Frame Generation …☆37Updated last month
- FreeVA: Offline MLLM as Training-Free Video Assistant☆58Updated 10 months ago
- ☆12Updated 4 months ago
- Egocentric Video Understanding Dataset (EVUD)☆29Updated 9 months ago
- [ECCV 2024] OpenPSG: Open-set Panoptic Scene Graph Generation via Large Multimodal Models☆44Updated 3 months ago
- ACL'24 (Oral) Tuning Large Multimodal Models for Videos using Reinforcement Learning from AI Feedback☆64Updated 7 months ago
- Official PyTorch code of GroundVQA (CVPR'24)☆59Updated 7 months ago
- ☆33Updated 7 months ago
- Official implementation for CoVLM: Composing Visual Entities and Relationships in Large Language Models Via Communicative Decoding☆45Updated last year