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Dizhan Xue's Projects

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This repository contains the author's implementation in PyTorch for the paper "Adaptive Label-aware Graph Convolutional Networks for Cross-Modal Retrieval".

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Few-Shot Multimodal Explaining for Visual Question Answering

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PyTorch implementation of the AAAI-21 paper "Dual Adversarial Label-aware Graph Neural Networks for Cross-modal Retrieval" and the TPAMI-22 paper "Integrating Multi-Label Contrastive Learning with Dual Adversarial Graph Neural Networks for Cross-Modal Retrieval".

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LININ: Logic Integrated Neural Inference Network for Explanatory Visual Question Answering

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Authors' implementation of ACMMM2022 paper "MMT: Image-guided Story Ending Generation with Multimodal Memory Transformer".

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Code for "Erasing Self-Supervised Learning Backdoor by Cluster Activation Masking".

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Authors's code for "Variational Causal Inference Network for Explanatory Visual Question Answering" and "Integrating Neural-Symbolic Reasoning with Variational Causal Inference Network for Explanatory Visual Question Answering"

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Vision-Controllable Natural Language Generation

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