frame selection

Efficient Frame Selection for Long Video Understanding via Reinforcement Learning CVPR 2026 GIFT: Global Irreplaceability Frame Targeting for Efficient Video Understanding CVPR 2026 HERBench: A Benchmark for Multi-Evidence Integration in Video Question Answering CVPR 2026 OneStory: Coherent Multi-Shot Video Generation with Adaptive Memory CVPR 2026 Towards Sparse Video Understanding and Reasoning CVPR 2026 ViKey: Enhancing Temporal Understanding in Videos via Visual Prompting CVPR 2026 Wavelet-based Frame Selection by Detecting Semantic Boundary for Long Video Understanding CVPR 2026 BOLT: Boost Large Vision-Language Model Without Training for Long-form Video Understanding CVPR 2025 B-VLLM: A Vision Large Language Model with Balanced Spatio-Temporal Tokens ICCV 2025 Chapter-Llama: Efficient Chaptering in Hour-Long Videos with LLMs CVPR 2025 Deduce and Select Evidences with Language Models for Training-Free Video Goal Inference WACV 2025 Does Your Vision-Language Model Get Lost in the Long Video Sampling Dilemma? ICCV 2025 DynFocus: Dynamic Cooperative Network Empowers LLMs with Video Understanding CVPR 2025 Exploring the Design Space of Visual Context Representation in Video MLLMs ICLR 2025 Flexible Frame Selection for Efficient Video Reasoning CVPR 2025 Frame-Voyager: Learning to Query Frames for Video Large Language Models ICLR 2025 MDP3: A Training-free Approach for List-wise Frame Selection in Video-LLMs ICCV 2025 M-LLM Based Video Frame Selection for Efficient Video Understanding CVPR 2025 Q-Frame: Query-aware Frame Selection and Multi-Resolution Adaptation for Video-LLMs ICCV 2025 VideoEspresso: A Large-Scale Chain-of-Thought Dataset for Fine-Grained Video Reasoning via Core Frame Selection CVPR 2025 VideoRAG: Retrieval-Augmented Generation over Video Corpus ACL 2025 EVEREST: Efficient Masked Video Autoencoder by Removing Redundant Spatiotemporal Tokens ICML 2024 Keep, Delete, or Substitute: Frame Selection Strategy for Noise-Robust Speech Emotion Recognition Interspeech 2024 Learning the What and How of Annotation in Video Object Segmentation WACV 2024 PMI Sampler: Patch Similarity Guided Frame Selection for Aerial Action Recognition WACV 2024