Rethinking weakly-supervised video temporal grounding from a game perspective
This paper addresses the challenging task of weakly-supervised video temporal grounding.
Existing approaches are generally based on the moment proposal selection framework that …
Existing approaches are generally based on the moment proposal selection framework that …
Not all inputs are valid: Towards open-set video moment retrieval using language
Video Moment Retrieval (VMR) targets to retrieve the specific moment corresponding to a
sentence query from an untrimmed video. Although recent respectable works have made …
sentence query from an untrimmed video. Although recent respectable works have made …
Rethinking Video Sentence Grounding From a Tracking Perspective With Memory Network and Masked Attention
Video sentence grounding (VSG) is the task of identifying the segment of an untrimmed
video that semantically corresponds to a given natural language query. While many existing …
video that semantically corresponds to a given natural language query. While many existing …
Multi-Pair Temporal Sentence Grounding via Multi-Thread Knowledge Transfer Network
Given some video-query pairs with untrimmed videos and sentence queries, temporal
sentence grounding (TSG) aims to locate query-relevant segments in these videos. Although …
sentence grounding (TSG) aims to locate query-relevant segments in these videos. Although …
Repetitive Action Counting with Hybrid Temporal Relation Modeling
Repetitive Action Counting (RAC) aims to count the number of repetitive actions occurring in
videos. In the real world, repetitive actions have great diversity and bring numerous …
videos. In the real world, repetitive actions have great diversity and bring numerous …
DiffusionVMR: Diffusion Model for Joint Video Moment Retrieval and Highlight Detection
H Zhao, KQ Lin, R Yan, Z Li - IEEE Transactions on Neural …, 2024 - ieeexplore.ieee.org
Video moment retrieval and highlight detection have received attention in the current era of
video content proliferation, aiming to localize moments and estimate clip relevances based …
video content proliferation, aiming to localize moments and estimate clip relevances based …
DiffDesign: Controllable Diffusion with Meta Prior for Efficient Interior Design Generation
Interior design is a complex and creative discipline involving aesthetics, functionality,
ergonomics, and materials science. Effective solutions must meet diverse requirements …
ergonomics, and materials science. Effective solutions must meet diverse requirements …
Dual-task Mutual Reinforcing Embedded Joint Video Paragraph Retrieval and Grounding
Video Paragraph Grounding (VPG) aims to precisely locate the most appropriate moments
within a video that are relevant to a given textual paragraph query. However, existing …
within a video that are relevant to a given textual paragraph query. However, existing …
Improving the Transferability of 3D Point Cloud Attack via Spectral-aware Admix and Optimization Designs
S Hu, D Liu, W Hu - arXiv preprint arXiv:2412.12626, 2024 - arxiv.org
Deep learning models for point clouds have shown to be vulnerable to adversarial attacks,
which have received increasing attention in various safety-critical applications such as …
which have received increasing attention in various safety-critical applications such as …
Towards Robust Temporal Activity Localization Learning with Noisy Labels
This paper addresses the task of temporal activity localization (TAL). Although recent works
have made significant progress in TAL research, almost all of them implicitly assume that the …
have made significant progress in TAL research, almost all of them implicitly assume that the …