Annotations as Rollouts: Efficient and Scalable Reinforcement Learning for Video MLLMs
Paper • 2608.20492 • Published • 108
AI & ML interests
Video Understanding, Audio-Visual, Multimodal LLMs, Video Captioning, Instruction Tuning, Dataset Curation, Qwen-based, Open-source, Fully-Open-MLLMs
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papers 11 months ago
TempSamp-R1: Effective Temporal Sampling with Reinforcement Fine-Tuning for Video LLMs
Paper • 2509.18056 • Published • 27
Cascade-CLIP: Cascaded Vision-Language Embeddings Alignment for Zero-Shot Semantic Segmentation
Paper • 2406.00670 • Published
Unbiased Region-Language Alignment for Open-Vocabulary Dense Prediction
Paper • 2412.06244 • Published
A Glimpse to Compress: Dynamic Visual Token Pruning for Large Vision-Language Models
Paper • 2508.01548 • Published • 14
Revisiting Efficient Semantic Segmentation: Learning Offsets for Better Spatial and Class Feature Alignment
Paper • 2508.08811 • Published • 2