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

VideoRAG: Retrieval-Augmented Generation over Video Corpus ACL 2025
Deep Temporal Reasoning in Video Language Models: A Cross-Linguistic Evaluation of Action Duration and Completion through Perfect Times ACL 2025
DisTime: Distribution-based Time Representation for Video Large Language Models ICCV 2025
D-CoDe: Scaling Image-Pretrained VLMs to Video via Dynamic Compression and Question Decomposition EMNLP 2025
VRoPE: Rotary Position Embedding for Video Large Language Models EMNLP 2025
Video-Panda: Parameter-efficient Alignment for Encoder-free Video-Language Models CVPR 2025
Inference Compute-Optimal Video Vision Language Models ACL 2025
Identity-Text Video Corpus Grounding AAAI 2025
VidChain: Chain-of-Tasks with Metric-based Direct Preference Optimization for Dense Video Captioning AAAI 2025
Sparse-to-Dense: A Free Lunch for Lossless Acceleration of Video Understanding in LLMs ACL 2025
Detecting and Mitigating Challenges in Zero-Shot Video Summarization with Video LLMs ACL 2025
LiveCC: Learning Video LLM with Streaming Speech Transcription at Scale CVPR 2025
RoadSocial: A Diverse VideoQA Dataset and Benchmark for Road Event Understanding from Social Video Narratives CVPR 2025
Video Compression Commander: Plug-and-Play Inference Acceleration for Video Large Language Models EMNLP 2025
Koala: Key Frame-Conditioned Long Video-LLM CVPR 2024
HENASY: Learning to Assemble Scene-Entities for Interpretable Egocentric Video-Language Model NIPS 2024
E.T. Bench: Towards Open-Ended Event-Level Video-Language Understanding NIPS 2024
VISTA-LLAMA: Reducing Hallucination in Video Language Models via Equal Distance to Visual Tokens CVPR 2024
SlowFocus: Enhancing Fine-grained Temporal Understanding in Video LLM NIPS 2024
VTimeLLM: Empower LLM to Grasp Video Moments CVPR 2024
Clover: Towards a Unified Video-Language Alignment and Fusion Model CVPR 2023
MOMA-LRG: Language-Refined Graphs for Multi-Object Multi-Actor Activity Parsing NIPS 2022
End-to-End Generative Pretraining for Multimodal Video Captioning CVPR 2022