Papers Sign Language Retrieval
“Sign Language Retrieval” 태그가 달린 논문 7편 · 필터 해제
C${^2}$RL: Content and Context Representation Learning for Gloss-free Sign Language Translation and Retrieval
Sign Language Representation Learning (SLRL) is crucial for a range of sign language-related downstream tasks such as Sign Language Translation (SLT) and Sign Language Retrieval (SLRet). Recently, many gloss-based and gl…
Gloss-free Sign Language TranslationRepresentation LearningRhythmSign Language Retrieval+1Scaling up Multimodal Pre-training for Sign Language Understanding
Sign language serves as the primary meaning of communication for the deaf-mute community. Different from spoken language, it commonly conveys information by the collaboration of manual features, i.e., hand gestures and b…
Gloss-free Sign Language TranslationSentenceSign Language RecognitionSign Language Retrieval+2SEDS: Semantically Enhanced Dual-Stream Encoder for Sign Language Retrieval
Different from traditional video retrieval, sign language retrieval is more biased towards understanding the semantic information of human actions contained in video clips. Previous works typically only encode RGB videos…
RetrievalSign Language RetrievalVideo RetrievalUncertainty-aware sign language video retrieval with probability distribution modeling
Sign language video retrieval plays a key role in facilitating information access for the deaf community. Despite significant advances in video-text retrieval, the complexity and inherent uncertainty of sign language pre…
RetrievalSign Language RetrievalText RetrievalVideo Retrieval+1A Tale of Two Languages: Large-Vocabulary Continuous Sign Language Recognition from Spoken Language Supervision
In this work, our goals are two fold: large-vocabulary continuous sign language recognition (CSLR), and sign language retrieval. To this end, we introduce a multi-task Transformer model, CSLR2, that is able to ingest a s…
RetrievalSign Language RecognitionSign Language RetrievalCiCo: Domain-Aware Sign Language Retrieval via Cross-Lingual Contrastive Learning
This work focuses on sign language retrieval-a recently proposed task for sign language understanding. Sign language retrieval consists of two sub-tasks: text-to-sign-video (T2V) retrieval and sign-video-to-text (V2T) re…
Contrastive LearningRetrievalSign Language Retrievalspeech-recognition+3Sign Language Video Retrieval with Free-Form Textual Queries
Systems that can efficiently search collections of sign language videos have been highlighted as a useful application of sign language technology. However, the problem of searching videos beyond individual keywords has r…
FormRetrievalSentenceSign Language Retrieval+1