Contrastive masked autoencoders for self-supervised video hashing
Abstract Self-Supervised Video Hashing (SSVH) models learn to generate short binary
representations for videos without ground-truth supervision, facilitating large-scale video …
representations for videos without ground-truth supervision, facilitating large-scale video …
GMMFormer: Gaussian-Mixture-Model Based Transformer for Efficient Partially Relevant Video Retrieval
Given a text query, partially relevant video retrieval (PRVR) seeks to find untrimmed videos
containing pertinent moments in a database. For PRVR, clip modeling is essential to capture …
containing pertinent moments in a database. For PRVR, clip modeling is essential to capture …
[PDF][PDF] Hugs Are Better Than Handshakes: Unsupervised Cross-Modal Transformer Hashing with Multi-granularity Alignment.
The goal of unsupervised cross-modal hashing (UCMH) is to map different modalities into a
semantic-preserving hamming space without requiring label supervision. Existing deep …
semantic-preserving hamming space without requiring label supervision. Existing deep …
Hugs Bring Double Benefits: Unsupervised Cross-Modal Hashing with Multi-granularity Aligned Transformers
Unsupervised cross-modal hashing (UCMH) has been commonly explored to support large-
scale cross-modal retrieval of unlabeled data. Despite promising progress, most existing …
scale cross-modal retrieval of unlabeled data. Despite promising progress, most existing …
Efficient Self-Supervised Video Hashing with Selective State Spaces
Self-supervised video hashing (SSVH) is a practical task in video indexing and retrieval.
Although Transformers are predominant in SSVH for their impressive temporal modeling …
Although Transformers are predominant in SSVH for their impressive temporal modeling …
Motion-aware dynamic graph neural network for video compressive sensing
Video snapshot compressive imaging (SCI) utilizes a 2D detector to capture sequential
video frames and compress them into a single measurement. Various reconstruction …
video frames and compress them into a single measurement. Various reconstruction …