Temporal Sentence Grounding
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Benchmarks
Charades-STA
Ego4D-Goalstep
Most implemented
Grounded-VideoLLM: Sharpening Fine-grained Temporal Grounding in Video Large Language Models
Transformer with Controlled Attention for Synchronous Motion Captioning
Papers
Annotations Are Not All You Need: A Cross-modal Knowledge Transfer Network for Unsupervised Temporal Sentence Grounding
This paper addresses the task of temporal sentence grounding (TSG). Although many respectable works have made decent achievements in this important topic, they severely rely on massive expensive video-query paired annota…
Temporal Sentence GroundingGeneral KnowledgeA Paradigm Shift: Fully End-to-End Training for Temporal Sentence Grounding in Videos
Temporal sentence grounding in videos (TSGV) aims to localize a temporal segment that semantically corresponds to a sentence query from an untrimmed video. Most current methods adopt pre-trained query-agnostic visual enc…
Temporal Sentence GroundingHERO: Hierarchical Embedding-Refinement for Open-Vocabulary Temporal Sentence Grounding in Videos
Temporal Sentence Grounding in Videos (TSGV) aims to temporally localize segments of a video that correspond to a given natural language query. Despite recent progress, most existing TSGV approaches operate under closed-…
Temporal Sentence GroundingMomentSeg: Moment-Centric Sampling for Enhanced Video Pixel Understanding
Referring Video Object Segmentation (RefVOS) seeks to segment target objects in videos guided by natural language descriptions, demanding both temporal reasoning and fine-grained visual comprehension. Existing sampling s…
Referring Video Object SegmentationTemporal Sentence GroundingSim-DETR: Unlock DETR for Temporal Sentence Grounding
Temporal sentence grounding aims to identify exact moments in a video that correspond to a given textual query, typically addressed with detection transformer (DETR) solutions. However, we find that typical strategies de…
Temporal Sentence GroundingLength Matters: Length-Aware Transformer for Temporal Sentence Grounding
Temporal sentence grounding (TSG) is a highly challenging task aiming to localize the temporal segment within an untrimmed video corresponding to a given natural language description. Benefiting from the design of learna…
Temporal Sentence Grounding