Towards Universal Video MLLMs with Attribute-Structured and Quality-Verified Instructions
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2602.13013
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4
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Video Understanding, Audio-Visual Learning, Multimodal LLMs, Video Captioning, Instruction Tuning, Dataset Curation
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TempSamp-R1: Effective Temporal Sampling with Reinforcement Fine-Tuning for Video LLMs
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2509.18056
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Published
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27
Cascade-CLIP: Cascaded Vision-Language Embeddings Alignment for Zero-Shot Semantic Segmentation
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2406.00670
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Published
Unbiased Region-Language Alignment for Open-Vocabulary Dense Prediction
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2412.06244
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A Glimpse to Compress: Dynamic Visual Token Pruning for Large Vision-Language Models
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2508.01548
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Published
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14
Revisiting Efficient Semantic Segmentation: Learning Offsets for Better Spatial and Class Feature Alignment
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2508.08811
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2