| Fine-Tuning Large Audio-Language Models with LoRA for Precise Temporal Localization of Prolonged Exposure Therapy Elements | Jun 11, 2025 | Temporal Localization | —Unverified | 0 |
| VideoMolmo: Spatio-Temporal Grounding Meets Pointing | Jun 5, 2025 | Autonomous DrivingAutonomous Navigation | CodeCode Available | 2 |
| DisTime: Distribution-based Time Representation for Video Large Language Models | May 30, 2025 | Temporal LocalizationVideo Understanding | CodeCode Available | 1 |
| Transforming faces into video stories -- VideoFace2.0 | May 4, 2025 | Face DetectionFace Recognition | CodeCode Available | 0 |
| MINERVA: Evaluating Complex Video Reasoning | May 1, 2025 | BenchmarkingTemporal Localization | CodeCode Available | 2 |
| Hierarchical and Multimodal Data for Daily Activity Understanding | Apr 24, 2025 | Action Anticipationcounterfactual | CodeCode Available | 0 |
| TimeSoccer: An End-to-End Multimodal Large Language Model for Soccer Commentary Generation | Apr 24, 2025 | Caption GenerationDense Video Captioning | —Unverified | 0 |
| A Large-Language Model Framework for Relative Timeline Extraction from PubMed Case Reports | Apr 15, 2025 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Crash Time Matters: HybridMamba for Fine-Grained Temporal Localization in Traffic Surveillance Footage | Apr 4, 2025 | Temporal Localization | —Unverified | 0 |
| SocialGesture: Delving into Multi-person Gesture Understanding | Apr 3, 2025 | Gesture RecognitionQuestion Answering | —Unverified | 0 |
| ATARS: An Aerial Traffic Atomic Activity Recognition and Temporal Segmentation Dataset | Mar 24, 2025 | Activity RecognitionTemporal Localization | CodeCode Available | 0 |
| Crab: A Unified Audio-Visual Scene Understanding Model with Explicit Cooperation | Mar 17, 2025 | Data InteractionScene Understanding | CodeCode Available | 2 |
| VideoMind: A Chain-of-LoRA Agent for Long Video Reasoning | Mar 17, 2025 | Grounded Video Question AnsweringQuestion Answering | CodeCode Available | 3 |
| Adapting to the Unknown: Training-Free Audio-Visual Event Perception with Dynamic Thresholds | Mar 17, 2025 | Temporal Localization | CodeCode Available | 0 |
| Watch and Learn: Leveraging Expert Knowledge and Language for Surgical Video Understanding | Mar 14, 2025 | DenoisingDense Video Captioning | —Unverified | 0 |
| Measure Twice, Cut Once: Grasping Video Structures and Event Semantics with LLMs for Video Temporal Localization | Mar 12, 2025 | Temporal LocalizationVideo Understanding | —Unverified | 0 |
| Towards Fine-Grained Video Question Answering | Mar 10, 2025 | Language ModelingLanguage Modelling | —Unverified | 0 |
| TimeLoc: A Unified End-to-End Framework for Precise Timestamp Localization in Long Videos | Mar 9, 2025 | Action LocalizationBoundary Detection | CodeCode Available | 1 |
| Weakly Supervised Multiple Instance Learning for Whale Call Detection and Temporal Localization in Long-Duration Passive Acoustic Monitoring | Feb 28, 2025 | Multiple Instance LearningTemporal Localization | CodeCode Available | 0 |
| Knowing Your Target: Target-Aware Transformer Makes Better Spatio-Temporal Video Grounding | Feb 16, 2025 | AttributeObject | CodeCode Available | 1 |
| Fusion of Millimeter-wave Radar and Pulse Oximeter Data for Low-burden Diagnosis of Obstructive Sleep Apnea-Hypopnea Syndrome | Jan 25, 2025 | DiagnosticSleep Staging | —Unverified | 0 |
| LLaVA-ST: A Multimodal Large Language Model for Fine-Grained Spatial-Temporal Understanding | Jan 14, 2025 | Feature CompressionLanguage Modeling | CodeCode Available | 2 |
| Pseudo Strong Labels from Frame-Level Predictions for Weakly Supervised Sound Event Detection | Jan 7, 2025 | Event DetectionSound Event Detection | —Unverified | 0 |
| Do Current Video LLMs Have Strong OCR Abilities? A Preliminary Study | Dec 29, 2024 | Motion DetectionOptical Character Recognition | CodeCode Available | 0 |
| ShotVL: Human-Centric Highlight Frame Retrieval via Language Queries | Dec 17, 2024 | Human Detectionimage-classification | —Unverified | 0 |
| TimeRefine: Temporal Grounding with Time Refining Video LLM | Dec 12, 2024 | Temporal Localization | CodeCode Available | 0 |
| TimeMarker: A Versatile Video-LLM for Long and Short Video Understanding with Superior Temporal Localization Ability | Nov 27, 2024 | Temporal LocalizationVideo Understanding | CodeCode Available | 2 |
| Number it: Temporal Grounding Videos like Flipping Manga | Nov 15, 2024 | Highlight DetectionMoment Retrieval | CodeCode Available | 2 |
| Unsupervised detection and classification of heartbeats using the dissimilarity matrix in PCG signals | Nov 5, 2024 | Heart SegmentationSound Classification | —Unverified | 0 |
| Detection of Sleep Apnea-Hypopnea Events Using Millimeter-wave Radar and Pulse Oximeter | Sep 28, 2024 | Temporal Localization | —Unverified | 0 |
| Training-free Video Temporal Grounding using Large-scale Pre-trained Models | Aug 29, 2024 | Temporal Localization | CodeCode Available | 1 |
| Impact of Noisy Labels on Sound Event Detection: Deletion Errors Are More Detrimental Than Insertion Errors | Aug 27, 2024 | Event DetectionSound Event Detection | —Unverified | 0 |
| Described Spatial-Temporal Video Detection | Jul 8, 2024 | Multi-class ClassificationTemporal Localization | —Unverified | 0 |
| Meerkat: Audio-Visual Large Language Model for Grounding in Space and Time | Jul 1, 2024 | AUDIO-VISUAL QUESTION ANSWERING (MUSIC-AVQA-v2.0)Fact Checking | CodeCode Available | 1 |
| MLLM as Video Narrator: Mitigating Modality Imbalance in Video Moment Retrieval | Jun 25, 2024 | cross-modal alignmentMoment Retrieval | —Unverified | 0 |
| OphNet: A Large-Scale Video Benchmark for Ophthalmic Surgical Workflow Understanding | Jun 11, 2024 | Action UnderstandingDiversity | CodeCode Available | 2 |
| LITA: Language Instructed Temporal-Localization Assistant | Mar 27, 2024 | Instruction FollowingTemporal Localization | CodeCode Available | 2 |
| Empowering LLMs with Pseudo-Untrimmed Videos for Audio-Visual Temporal Understanding | Mar 24, 2024 | Dense Video CaptioningTemporal Localization | —Unverified | 0 |
| Skeleton-Based Human Action Recognition with Noisy Labels | Mar 15, 2024 | Action RecognitionDenoising | CodeCode Available | 0 |
| Density-Guided Label Smoothing for Temporal Localization of Driving Actions | Mar 11, 2024 | Action LocalizationAction Recognition | —Unverified | 0 |
| Transformer-based Fusion of 2D-pose and Spatio-temporal Embeddings for Distracted Driver Action Recognition | Mar 11, 2024 | 2D Human Pose EstimationAction Recognition | —Unverified | 0 |
| OLViT: Multi-Modal State Tracking via Attention-Based Embeddings for Video-Grounded Dialog | Feb 20, 2024 | ObjectObject Tracking | —Unverified | 0 |
| Semi-supervised Active Learning for Video Action Detection | Dec 12, 2023 | Action DetectionActive Learning | CodeCode Available | 0 |
| Deep-Learning-Assisted Analysis of Cataract Surgery Videos | Dec 10, 2023 | Decision MakingDeep Learning | —Unverified | 0 |
| TimeChat: A Time-sensitive Multimodal Large Language Model for Long Video Understanding | Dec 4, 2023 | Dense CaptioningHighlight Detection | CodeCode Available | 2 |
| Survey of Action Recognition, Spotting and Spatio-Temporal Localization in Soccer -- Current Trends and Research Perspectives | Sep 21, 2023 | Action LocalizationAction Recognition | —Unverified | 0 |
| Cross-Video Contextual Knowledge Exploration and Exploitation for Ambiguity Reduction in Weakly Supervised Temporal Action Localization | Aug 24, 2023 | Action LocalizationContrastive Learning | —Unverified | 0 |
| UnLoc: A Unified Framework for Video Localization Tasks | Aug 21, 2023 | Action SegmentationMoment Retrieval | CodeCode Available | 0 |
| VideoGLUE: Video General Understanding Evaluation of Foundation Models | Jul 6, 2023 | Action RecognitionTemporal Localization | CodeCode Available | 0 |
| Dense Video Object Captioning from Disjoint Supervision | Jun 20, 2023 | ObjectSentence | CodeCode Available | 0 |
