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Temporal Localization
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논문
이 태스크와 하위 분야의 관련 논문입니다. 실제 성능 비교는 평가 결과에서 확인하세요.
VideoMolmo: Spatio-Temporal Grounding Meets Pointing
DisTime: Distribution-based Time Representation for Video Large Language Models
Transforming faces into video stories -- VideoFace2.0
MINERVA: Evaluating Complex Video Reasoning
TimeSoccer: An End-to-End Multimodal Large Language Model for Soccer Commentary Generation
Hierarchical and Multimodal Data for Daily Activity Understanding
A Large-Language Model Framework for Relative Timeline Extraction from PubMed Case Reports
Crash Time Matters: HybridMamba for Fine-Grained Temporal Localization in Traffic Surveillance Footage
SocialGesture: Delving into Multi-person Gesture Understanding
ATARS: An Aerial Traffic Atomic Activity Recognition and Temporal Segmentation Dataset
Crab: A Unified Audio-Visual Scene Understanding Model with Explicit Cooperation
VideoMind: A Chain-of-LoRA Agent for Long Video Reasoning
Adapting to the Unknown: Training-Free Audio-Visual Event Perception with Dynamic Thresholds
Watch and Learn: Leveraging Expert Knowledge and Language for Surgical Video Understanding
Measure Twice, Cut Once: Grasping Video Structures and Event Semantics with LLMs for Video Temporal Localization
Towards Fine-Grained Video Question Answering
TimeLoc: A Unified End-to-End Framework for Precise Timestamp Localization in Long Videos
Weakly Supervised Multiple Instance Learning for Whale Call Detection and Temporal Localization in Long-Duration Passive Acoustic Monitoring
Knowing Your Target: Target-Aware Transformer Makes Better Spatio-Temporal Video Grounding
Fusion of Millimeter-wave Radar and Pulse Oximeter Data for Low-burden Diagnosis of Obstructive Sleep Apnea-Hypopnea Syndrome
LLaVA-ST: A Multimodal Large Language Model for Fine-Grained Spatial-Temporal Understanding
Pseudo Strong Labels from Frame-Level Predictions for Weakly Supervised Sound Event Detection
Do Current Video LLMs Have Strong OCR Abilities? A Preliminary Study
ShotVL: Human-Centric Highlight Frame Retrieval via Language Queries
TimeRefine: Temporal Grounding with Time Refining Video LLM
TimeMarker: A Versatile Video-LLM for Long and Short Video Understanding with Superior Temporal Localization Ability
ReVisionLLM: Recursive Vision-Language Model for Temporal Grounding in Hour-Long Videos
Number it: Temporal Grounding Videos like Flipping Manga
Unsupervised detection and classification of heartbeats using the dissimilarity matrix in PCG signals
Detection of Sleep Apnea-Hypopnea Events Using Millimeter-wave Radar and Pulse Oximeter
Training-free Video Temporal Grounding using Large-scale Pre-trained Models
Impact of Noisy Labels on Sound Event Detection: Deletion Errors Are More Detrimental Than Insertion Errors
Semi-Supervised Pipe Video Temporal Defect Interval Localization
Described Spatial-Temporal Video Detection
Meerkat: Audio-Visual Large Language Model for Grounding in Space and Time
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