Papers Zero-Shot Action Detection
“Zero-Shot Action Detection” 태그가 달린 논문 6편 · 필터 해제
Scaling Open-Vocabulary Action Detection
In this work, we focus on scaling open-vocabulary action detection. Existing approaches for action detection are predominantly limited to closed-set scenarios and rely on complex, parameter-heavy architectures. Extending…
Action DetectionMultiple Action DetectionOpen Vocabulary Action DetectionSpatio-Temporal Action Localization+2Open-Vocabulary Action Localization with Iterative Visual Prompting
Video action localization aims to find the timings of specific actions from a long video. Although existing learning-based approaches have been successful, they require annotating videos, which comes with a considerable …
Action LocalizationTemporal Action LocalizationVisual PromptingZero-Shot Action DetectionSpatio-Temporal Context Prompting for Zero-Shot Action Detection
Spatio-temporal action detection encompasses the tasks of localizing and classifying individual actions within a video. Recent works aim to enhance this process by incorporating interaction modeling, which captures the r…
Action DetectionZero-Shot Action DetectionUnLoc: A Unified Framework for Video Localization Tasks
While large-scale image-text pretrained models such as CLIP have been used for multiple video-level tasks on trimmed videos, their use for temporal localization in untrimmed videos is still a relatively unexplored task. …
Action SegmentationMoment RetrievalNatural Language Moment RetrievalRetrieval+3Zero-Shot Temporal Action Detection via Vision-Language Prompting
Existing temporal action detection (TAD) methods rely on large training data including segment-level annotations, limited to recognizing previously seen classes alone during inference. Collecting and annotating a large t…
Action DetectionClassificationimage-classificationImage Classification+2Prompting Visual-Language Models for Efficient Video Understanding
Image-based visual-language (I-VL) pre-training has shown great success for learning joint visual-textual representations from large-scale web data, revealing remarkable ability for zero-shot generalisation. This paper p…
Action RecognitionLanguage ModellingRetrievalVideo Retrieval+2