mlvlab / VidChainLinks
Official Implementation (Pytorch) of the "VidChain: Chain-of-Tasks with Metric-based Direct Preference Optimization for Dense Video Captioning", AAAI 2025
☆22Updated 9 months ago
Alternatives and similar repositories for VidChain
Users that are interested in VidChain are comparing it to the libraries listed below
Sorting:
- Official PyTorch code of GroundVQA (CVPR'24)☆64Updated last year
- FreeVA: Offline MLLM as Training-Free Video Assistant☆64Updated last year
- Official Implementation for "SiLVR : A Simple Language-based Video Reasoning Framework"☆19Updated last month
- Code of LVAgent: Long Video Understanding by Multi-Round Dynamical Collaboration of MLLM Agents☆17Updated 4 months ago
- [ICLR 2025] TimeSuite: Improving MLLMs for Long Video Understanding via Grounded Tuning☆46Updated 6 months ago
- [ICCV 2025] Official code for "AIM: Adaptive Inference of Multi-Modal LLMs via Token Merging and Pruning"☆42Updated 3 weeks ago
- [AAAI 2025] Grounded Multi-Hop VideoQA in Long-Form Egocentric Videos☆27Updated 5 months ago
- [ICML2024] Repo for the paper `Evaluating and Analyzing Relationship Hallucinations in Large Vision-Language Models'☆21Updated 9 months ago
- Code for "CAFe: Unifying Representation and Generation with Contrastive-Autoregressive Finetuning"☆25Updated 7 months ago
- ☆14Updated this week
- Large Language Models are Temporal and Causal Reasoners for Video Question Answering (EMNLP 2023)☆76Updated 7 months ago
- [ECCV 2024] Learning Video Context as Interleaved Multimodal Sequences☆40Updated 7 months ago
- Emergent Visual Grounding in Large Multimodal Models Without Grounding Supervision☆40Updated last week
- [CVPR 2025] Official PyTorch code of "Enhancing Video-LLM Reasoning via Agent-of-Thoughts Distillation".☆49Updated 5 months ago
- Official implementation of HawkEye: Training Video-Text LLMs for Grounding Text in Videos☆43Updated last year
- Official implement of MIA-DPO☆66Updated 9 months ago
- [ACL 2025] PruneVid: Visual Token Pruning for Efficient Video Large Language Models☆55Updated 5 months ago
- VideoNIAH: A Flexible Synthetic Method for Benchmarking Video MLLMs☆49Updated 7 months ago
- [CVPR 2024] Context-Guided Spatio-Temporal Video Grounding☆61Updated last year
- Reinforcement Learning Tuning for VideoLLMs: Reward Design and Data Efficiency☆55Updated 4 months ago
- ✨✨The Curse of Multi-Modalities (CMM): Evaluating Hallucinations of Large Multimodal Models across Language, Visual, and Audio☆49Updated 3 months ago
- [CVPR 2024] Official PyTorch implementation of the paper "One For All: Video Conversation is Feasible Without Video Instruction Tuning"☆35Updated last year
- [CVPR 2025 Oral] VideoEspresso: A Large-Scale Chain-of-Thought Dataset for Fine-Grained Video Reasoning via Core Frame Selection☆125Updated 3 months ago
- [ECCV24] VISA: Reasoning Video Object Segmentation via Large Language Model☆19Updated last year
- Open-Vocabulary Video Question Answering: A New Benchmark for Evaluating the Generalizability of Video Question Answering Models (ICCV 20…☆18Updated last year
- [ACM MM 2025] TimeChat-online: 80% Visual Tokens are Naturally Redundant in Streaming Videos☆86Updated last month
- Official implementation of paper VideoLLM Knows When to Speak: Enhancing Time-Sensitive Video Comprehension with Video-Text Duet Interact…☆36Updated 8 months ago
- [CVPR 2025] Adaptive Keyframe Sampling for Long Video Understanding☆120Updated 2 months ago
- A Versatile Video-LLM for Long and Short Video Understanding with Superior Temporal Localization Ability☆100Updated 11 months ago
- (ICLR 2025 Spotlight) Official code repository for Interleaved Scene Graph.☆28Updated 2 months ago