Co-occurring keywords · papers mentioning both
multimodal large language model
(5)
video understanding
(3)
large multimodal model
(2)
reinforcement learning
(2)
video speaking style recognition
(1)
text-guided nonverbal enhancement
(1)
modality-invariant representation
(1)
modality-specific representation
(1)
key frame sampling
(1)
spatio-temporal video
(1)
Papers
Divide, then Ground: Adapting Frame Selection to Query Types for Long-Form Video Understanding
CVPR 2026
Learning Compact Video Representations for Efficient Long-form Video Understanding in Large Multimodal Models
WACV 2026
MSJoE: Jointly Evolving MLLM and Sampler for Efficient Long-Form Video Understanding
CVPR 2026
REVISOR: Beyond Textual Reflection, Towards Multimodal Introspective Reasoning in Long-Form Video Understanding
CVPR 2026
VideoARM: Agentic Reasoning over Hierarchical Memory for Long-Form Video Understanding
CVPR 2026
Flow4Agent: Long-form Video Understanding via Motion Prior from Optical Flow
ICCV 2025
SALOVA: Segment-Augmented Long Video Assistant for Targeted Retrieval and Routing in Long-Form Video Analysis
CVPR 2025
Text-Guided Nonverbal Enhancement Based on Modality-Invariant and -Specific Representations for Video Speaking Style Recognition
AAAI 2025