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Found 5 papers, 2 papers with code
CoLeCLIP: Open-Domain Continual Learning via Joint Task Prompt and Vocabulary Learning
Large pre-trained VLMs like CLIP have demonstrated superior zero-shot recognition ability, and a number of recent studies leverage this ability to mitigate catastrophic forgetting in CL, but they focus on closed-set CL in a single domain dataset.
S3C: Semi-Supervised VQA Natural Language Explanation via Self-Critical Learning
VQA Natural Language Explanation (VQA-NLE) task aims to explain the decision-making process of VQA models in natural language.
A Simple and Robust Correlation Filtering Method for Text-based Person Search
Text-based person search aims to associate pedestrian images with natural language descriptions.
Ranked #8 on
Text based Person Retrieval
on ICFG-PEDES
Dual-Level Decoupled Transformer for Video Captioning
As for the latter, \textbf{\textit{"couple"}} means treating the generation of visual semantic and syntax-related words equally.
Proposal-free One-stage Referring Expression via Grid-Word Cross-Attention
Referring Expression Comprehension (REC) has become one of the most important tasks in visual reasoning, since it is an essential step for many vision-and-language tasks such as visual question answering.
