conftrace_

video language model

48 papers

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Also known as

VIDLM VIDEOLM VLM

Co-occurring keywords

video understanding (1658) multimodal learning (4645) video question answering (199) large language model (13587) video-language model (55) video large language model (44) temporal reasoning (313) temporal localization (125) fine-grained understanding (35) dense video captioning (35)

Papers

UVLM: Benchmarking Video Language Model for Underwater World Understanding AAAI 2026
TimeRefine: Temporal Grounding with Time Refining Video LLM WACV 2026
SmartSight: Mitigating Hallucination in Video-LLMs Without Compromising Video Understanding via Temporal Attention Collapse AAAI 2026
TIME: Temporal-Sensitive Multi-Dimensional Instruction Tuning and Robust Benchmarking for Video-LLMs AAAI 2026
TA-Prompting: Enhancing Video Large Language Models for Dense Video Captioning via Temporal Anchors WACV 2026
Causality Matters: How Temporal Information Emerges in Video Language Models AAAI 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
StreamKV: Streaming Video Question-Answering with Segment-based KV Cache Retrieval and Compression AAAI 2026
A Culturally-diverse Multilingual Multimodal Video Benchmark & Model EMNLP 2025
LongVALE: Vision-Audio-Language-Event Benchmark Towards Time-Aware Omni-Modal Perception of Long Videos CVPR 2025
SF2T: Self-supervised Fragment Finetuning of Video-LLMs for Fine-Grained Understanding CVPR 2025
On the Consistency of Video Large Language Models in Temporal Comprehension CVPR 2025
OVO-Bench: How Far is Your Video-LLMs from Real-World Online Video Understanding? CVPR 2025
DToMA: Training-free Dynamic Token MAnipulation for Long Video Understanding IJCAI 2025
PVChat: Personalized Video Chat with One-Shot Learning ICCV 2025
UrbanVideo-Bench: Benchmarking Vision-Language Models on Embodied Intelligence with Video Data in Urban Spaces ACL 2025
VideoLLM Knows When to Speak: Enhancing Time-Sensitive Video Comprehension with Video-Text Duet Interaction Format EMNLP 2025
Static or Dynamic: Towards Query-Adaptive Token Selection for Video Question Answering EMNLP 2025
Seq2Time: Sequential Knowledge Transfer for Video LLM Temporal Grounding CVPR 2025
Video Language Model Pretraining with Spatio-temporal Masking CVPR 2025
Efficient Motion-Aware Video MLLM CVPR 2025
Dispider: Enabling Video LLMs with Active Real-Time Interaction via Disentangled Perception, Decision, and Reaction CVPR 2025
Addressing Blind Guessing: Calibration of Selection Bias in Multiple-Choice Question Answering by Video Language Models ACL 2025