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Da Cao

4 accepted papers

2025

Neural Causal Graph for Interpretable and Intervenable Classification

ICLR 2025poster

Advancements in neural networks have significantly enhanced the performance of classification models, achieving remarkable accuracy across diverse datasets. However, these models often lack transparency and do not support interactive reasoning with human users, which are essential attributes for app…

Cited by 0SourcePDFScholar
2024

Multi-Prompts Learning with Cross-Modal Alignment for Attribute-Based Person Re-identification

AAAI 2024technical

The fine-grained attribute descriptions can significantly supplement the valuable semantic information for person image, which is vital to the success of person re-identification (ReID) task. However, current ReID algorithms typically failed to effectively leverage the rich contextual information av…

2021

Multi-Modal Relational Graph for Cross-Modal Video Moment Retrieval

CVPR 2021poster

Given an untrimmed video and a query sentence, cross-modal video moment retrieval aims to rank a video moment from pre-segmented video moment candidates that best matches the query sentence. Pioneering work typically learns the representations of the textual and visual content separately and then ob…

Cited by 86PDFcodeScholar
2021

Recall and Learn: A Memory-augmented Solver for Math Word Problems

EMNLP 2021finding

In this article, we tackle the math word problem, namely, automatically answering a mathematical problem according to its textual description. Although recent methods have demonstrated their promising results, most of these methods are based on template-based generation scheme which results in limit…