video-language model

Building a Precise Video Language with Human-AI Oversight CVPR 2026 Causality Matters: How Temporal Information Emerges in Video Language Models AAAI 2026 CURVE: A Benchmark for Cultural and Multilingual Long Video Reasoning CVPR 2026 FPS-Bench: A Benchmark for High Frame-Rate Video Understanding CVPR 2026 Generalizing Sports Feedback Generation by Watching Competitions and Reading Books: A Rock Climbing Case Study WACV 2026 Geometry-Guided 3D Visual Token Pruning for Video-Language Models CVPR 2026 Harnessing Object Grounding for Time-Sensitive Video Understanding WACV 2026 ReFineVQA: Iterative Refinement of Video Description via Feedback Generation for Video Question Answering WACV 2026 Rethinking Video-Language Model from the Language Input Perspective AAAI 2026 SmartSight: Mitigating Hallucination in Video-LLMs Without Compromising Video Understanding via Temporal Attention Collapse AAAI 2026 StreamKV: Streaming Video Question-Answering with Segment-based KV Cache Retrieval and Compression AAAI 2026 TA-Prompting: Enhancing Video Large Language Models for Dense Video Captioning via Temporal Anchors WACV 2026 Time Blindness: Why Video-Language Models Can't See What Humans Can? CVPR 2026 TimeRefine: Temporal Grounding with Time Refining Video LLM WACV 2026 TIME: Temporal-Sensitive Multi-Dimensional Instruction Tuning and Robust Benchmarking for Video-LLMs AAAI 2026 Understanding Temporal Logic Consistency in Video-Language Models through Cross-Modal Attention Discriminability CVPR 2026 Unified Spatiotemporal Token Compression for Video-LLMs at Ultra-Low Retention CVPR 2026 UVLM: Benchmarking Video Language Model for Underwater World Understanding AAAI 2026 Video Panels for Long Video Understanding CVPR 2026 A Culturally-diverse Multilingual Multimodal Video Benchmark & Model EMNLP 2025 Addressing Blind Guessing: Calibration of Selection Bias in Multiple-Choice Question Answering by Video Language Models ACL 2025 BOLT: Boost Large Vision-Language Model Without Training for Long-form Video Understanding CVPR 2025 D-CoDe: Scaling Image-Pretrained VLMs to Video via Dynamic Compression and Question Decomposition EMNLP 2025 Deep Temporal Reasoning in Video Language Models: A Cross-Linguistic Evaluation of Action Duration and Completion through Perfect Times ACL 2025 Detecting and Mitigating Challenges in Zero-Shot Video Summarization with Video LLMs ACL 2025