Shaofei Huang, Tianrui Hui, Si Liu and

Guanbin Li, Yunchao Wei, Jizhong Han, Luoqi Liu, Bo Li

Keywords Abstract Paper

referring segmentation, progressive comprehension, cross-modal, entity perception, relation-aware reasoning

Zhan Shi, Xu Zhou, Xipeng Qiu, Xiaodan Zhu

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Image Captioning, multimodal problem, natural processing, computer community

Jiexiong Tang, Hanme Kim, Vitor Guizilini and

Sudeep Pillai, Rares Ambrus

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Self-Supervised Learning, Keypoint Detection, Outlier Rejection, Deep Learning

Thilini Cooray, Ngai-Man Cheung, Wei Lu

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situation recognition, visual semantic role labelling, scene understanding, vision and language, action recognition

Yanzhao Zhou, Xin Wang, Jianbin Jiao and

Trevor Darrell, Fisher Yu

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semi-supervised, instance segmentation, saliency, propagation, message passing, multiple instance learning, partial-supervised, generalization

Wei Han, Hantao Huang, Tao Han

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Yanbei Chen, Shaogang Gong, Loris Bazzani

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vision and language, image search, text feedback, attention mechanism, transformer, multimodal learning, representation learning, composition, image retrieval, interactive image search

Kun Li, Dan Guo, Meng Wang

Keywords Abstract Paper

Yiqing Huang, Jiansheng Chen

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Jing Wang, Mayank Kulkarni, Daniel Preotiuc-Pietro

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Multi-Domain Recognition, Named recognition, domain models, NER

Avisek Lahiri, Arnav Kumar Jain, Sanskar Agrawal and

Pabitra Mitra, Prabir Kumar Biswas

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semantic inpainting, generative adversarial networks, video inpainting, facial keypoints, generative models

Jie Lei, Tamara L Berg, Mohit Bansal

Keywords Abstract Paper

transformers

Jianguo Zhang, Kazuma Hashimoto, Wenhao Liu and

Chien-Sheng Wu, Yao Wan, Philip Yu, Richard Socher, Caiming Xiong

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intent detection, detecting intents, oos detection, large-scale task

Man Luo, Shailaja Keyur Sampat, Riley Tallman and

Yankai Zeng, Manuha Vancha, Akarshan Sajja, Chitta Baral

Keywords Abstract Paper

Yuyang Zhang Institute of Automation, Chinese Academy of Sciences, University of Chinese Academy of Sciences and

Jinge Wang, Shibiao Xu, Xiao Liu, Xiaopeng Zhang

Keywords Abstract Paper

Ardhendu Behera, Zachary Wharton, Pradeep Hewage, Swagat Kumar

Keywords Abstract Paper

Wei Suo, MengYang Sun, Peng Wang, Qi Wu

Keywords Abstract Paper

Computer Vision, Language and Vision, Structural and Model-Based Approaches, Knowledge Representation and Reasoning

Wenbo Zheng, Lan Yan, Chao Gou, Fei-Yue Wang

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visual reasoning, webly supervised learning

Lei Zhao, Jun Wen, Pengfei Wang, Nenggan Zheng

Keywords Abstract Paper

Chang-Dong Xu, Xing-Ran Zhao, Xin Jin, Xiu-Shen Wei

Keywords Abstract Paper

domain adaptive object detection, image-level categorical regularization, categorical consistency regularization, domain adaptive faster r-cnn

Yue Liao, Si Liu, Guanbin Li and

Fei Wang, Yanjie Chen, Chen Qian, Bo Li

Keywords Abstract Paper

referring expression comprehension, cross modality, correlation filtering, real-time, one stage

Wenqing Chen, Jidong Tian, Caoyun Fan and

Hao He, Yaohui Jin

Keywords Abstract Paper

Machine Learning, Transfer, Adaptation, Multi-task Learning, Natural Language Generation, Language and Vision

Changqian Yu, Jingbo Wang, Changxin Gao and

Gang Yu, Chunhua Shen, Nong Sang

Keywords Abstract Paper

semantic segmentation, scene segmentation, context prior, context aggregation, affinity loss, affinity matrix

Peng Xu, Jackie Chi Kit Cheung, Yanshuai Cao

Keywords Abstract Paper

Representation Learning

Chi Nhan Duong, Thanh-Dat Truong, Khoa Luu and

Kha Gia Quach, Hung Bui, Kaushik Roy

Keywords Abstract Paper

generative models, bijective metric learning, blackbox face matcher, distillation framework, face synthesis, id preservation, feature-conditional structure, feature reconstruction, dibigan.

Ya Jing, Wei Wang, Liang Wang, Tieniu Tan

Keywords Abstract Paper

cross-domain adaptation, text-based person search, moment alignment network, cross-modal retrieval, unsupervised learning

Cristian Rodriguez-Opazo, Edison Marrese-Taylor, Basura Fernando and

Hongdong Li, Stephen Gould

Keywords Abstract Paper

Liang Qiao, Ying Chen, Zhanzhan Cheng and

Yunlu Xu, Yi Niu, Shiliang Pu, Fei Wu

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Ronghang Hu, Amanpreet Singh, Trevor Darrell, Marcus Rohrbach

Keywords Abstract Paper

textvqa, visual question answering, vqa, vision and language, st-vqa, ocr-vqa, transformer, pointer network, ocr

Junyu Luo, Zekun Li, Jinpeng Wang, Chin-Yew Lin

Keywords Abstract Paper

Wenhu Chen, Hongmin Wang, Jianshu Chen and

Yunkai Zhang, Hong Wang, Shiyang Li, Xiyou Zhou, William Yang Wang

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Fact Verification, Tabular Data, Symbolic Reasoning

Yifei Yuan, Jingbo Zhou, Wai Lam

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Boxin Wang, Hengzhi Pei, Boyuan Pan and

Qian Chen, Shuohang Wang, Bo Li

Keywords Abstract Paper

adversarial generation, nlp tasks, sentiment analysis, qa

Fuxiang Huang, Lei Zhang, Yang Yang, Xichuan Zhou

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domain adaptive retrieval, bayesian formulation, learning to hash, transfer learning, focal-triplet loss, histogram feature of neighbors

Adam Stooke, Kimin Lee, Pieter Abbeel, Michael Laskin

Keywords Abstract Paper

Optimization, Submodular Optimization, Algorithms, Bandit Algorithms; Algorithms, Online Learning, Deep Learning, Embedding and Representation learning

Onkar Krishna, Go Irie, Xiaomeng Wu and

Takahito Kawanishi, Kunio Kashino

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Rexhina Blloshmi, Simone Conia, Rocco Tripodi, Roberto Navigli

Keywords Abstract Paper

Natural Language Processing, Natural Language Semantics, Natural Language Generation, Natural Language Processing

Peidong Liu, Gengwei Zhang, Bochao Wang and

Hang Xu, Xiaodan Liang, Yong Jiang, Zhenguo Li

Keywords Abstract Paper

AutoML, Loss function search, Evolutionary algorithm, Object detection

Hao Fei, Fei Li, Bobo Li, Donghong Ji

Keywords Abstract Paper

Gal S. Kenigsfield, Ran El-Yaniv

Keywords Abstract Paper