conftrace_

temporal understanding

17 papers

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Co-occurring keywords

video understanding (1658) multimodal learning (4645) temporal reasoning (313) video language model (48) video question answering (199) large language model (13587) video large language model (44) multi-modal learning (1278) question answering (2963) video captioning (209)

Papers

Causality Matters: How Temporal Information Emerges in Video Language Models AAAI 2026
Temporal Object Captioning for Street Scene Videos from LiDAR Tracks WACV 2026
TIME: Temporal-Sensitive Multi-Dimensional Instruction Tuning and Robust Benchmarking for Video-LLMs AAAI 2026
TEMPLE: Incentivizing Temporal Understanding of Video Large Language Models via Progressive Pre-SFT Alignment AAAI 2026
TimeRes: A Turkish Benchmark For Evaluating Temporal Understanding of Large Language Models EACL 2026
TUNA: Comprehensive Fine-grained Temporal Understanding Evaluation on Dense Dynamic Videos ACL 2025
Large Temporal Models: Unlocking Temporal Understanding in LLMs for Temporal Relation Classification AACL 2025
MHBench: Demystifying Motion Hallucination in VideoLLMs AAAI 2025
Omnia de EgoTempo: Benchmarking Temporal Understanding of Multi-Modal LLMs in Egocentric Videos CVPR 2025
HyperSeg: Hybrid Segmentation Assistant with Fine-grained Visual Perceiver CVPR 2025
4D-Bench: Benchmarking Multi-modal Large Language Models for 4D Object Understanding ICCV 2025
MVBench: A Comprehensive Multi-modal Video Understanding Benchmark CVPR 2024
SlowFocus: Enhancing Fine-grained Temporal Understanding in Video LLM NIPS 2024
EgoSchema: A Diagnostic Benchmark for Very Long-form Video Language Understanding NIPS 2023
Test of Time: Instilling Video-Language Models With a Sense of Time CVPR 2023
Revisiting the "Video" in Video-Language Understanding CVPR 2022
Machine Reading of Historical Events ACL 2020