| 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 |
