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ADEPT: A DEbiasing PrompT Framework


Nov 10, 2022
Ke Yang, Charles Yu, Yi Fung, Manling Li, Heng Ji

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Video Event Extraction via Tracking Visual States of Arguments


Nov 05, 2022
Guang Yang, Manling Li, Jiajie Zhang, Xudong Lin, Shih-Fu Chang, Heng Ji

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Learning to Decompose Visual Features with Latent Textual Prompts


Oct 09, 2022
Feng Wang, Manling Li, Xudong Lin, Hairong Lv, Alexander G. Schwing, Heng Ji

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Multimedia Generative Script Learning for Task Planning


Aug 25, 2022
Qingyun Wang, Manling Li, Hou Pong Chan, Lifu Huang, Julia Hockenmaier, Girish Chowdhary, Heng Ji

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Towards Fast Adaptation of Pretrained Contrastive Models for Multi-channel Video-Language Retrieval


Jun 05, 2022
Xudong Lin, Simran Tiwari, Shiyuan Huang, Manling Li, Mike Zheng Shou, Heng Ji, Shih-Fu Chang

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* Work in progress 

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Language Models with Image Descriptors are Strong Few-Shot Video-Language Learners


May 29, 2022
Zhenhailong Wang, Manling Li, Ruochen Xu, Luowei Zhou, Jie Lei, Xudong Lin, Shuohang Wang, Ziyi Yang, Chenguang Zhu, Derek Hoiem, Shih-Fu Chang, Mohit Bansal, Heng Ji

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Model-Agnostic Multitask Fine-tuning for Few-shot Vision-Language Transfer Learning


Mar 09, 2022
Zhenhailong Wang, Hang Yu, Manling Li, Han Zhao, Heng Ji

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* 7 pages, 6 figures, under review 

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CLIP-Event: Connecting Text and Images with Event Structures


Jan 13, 2022
Manling Li, Ruochen Xu, Shuohang Wang, Luowei Zhou, Xudong Lin, Chenguang Zhu, Michael Zeng, Heng Ji, Shih-Fu Chang

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MuMuQA: Multimedia Multi-Hop News Question Answering via Cross-Media Knowledge Extraction and Grounding


Dec 20, 2021
Revanth Gangi Reddy, Xilin Rui, Manling Li, Xudong Lin, Haoyang Wen, Jaemin Cho, Lifu Huang, Mohit Bansal, Avirup Sil, Shih-Fu Chang, Alexander Schwing, Heng Ji

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* To be presented at AAAI 2022 

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