Muhammad Haris Khan, Syed Muhammad talha Zaidi, Salman Khan, Fahad Shahbaz Khan

Keywords Abstract Paper

out-of-domain robustness, domain generalization, domain adaptation, convolutional neural networks, data augmentation, feature augmentation, subspace similarity, covariate shift, in-domain generalization, robust objective function

Serban Stan, Mohammad Rostami

Keywords Abstract Paper

Wasi Ahmad, Saikat Chakraborty, Baishakhi Ray, Kai-Wei Chang

Keywords Abstract Paper

Source Summarization, summarization, ablation studies, Transformer-based Approach

Qingxia Liu, Yue Chen, Gong Cheng and

Evgeny Kharlamov, Junyou Li, Yuzhong Qu

Keywords Abstract Paper

Kaijia Yang, Nantao Zheng, Xinyu Dai and

Liang He, Shujian Huang, Jiajun Chen

Keywords Abstract Paper

text description, relation extraction, few shot

Jie Ren, Mingjie Li, Zexu Liu, Quanshi Zhang

Keywords Abstract Paper

Theory, Deep learning Theory

Yufei Feng, Fuyu Lv, Binbin Hu and

Fei Sun, Kun Kuang, Yang Liu, Qingwen Liu, Wenwu Ou

Keywords Abstract Paper

click-through rate prediction, recommender system

Feng Hou, Ruili Wang, Jun He, Yi Zhou

Keywords Abstract Paper

Entity Linking, learning commonality, Semantic Embeddings, Entity embeddings

Deepanway Ghosal, Devamanyu Hazarika, Abhinaba Roy and

Navonil Majumder, Rada Mihalcea, Soujanya Poria

Keywords Abstract Paper

Sentiment Analysis, Cross-domain analysis, KinGDOM, Knowledge-Guided Adaptation

Chao Huang

Keywords Abstract Paper

Knowledge representation and reasoning, General

Fangzhou Mu, Yingyu Liang, Yin Li

Keywords Abstract Paper

representation learning, gradient features, deep learning

Doruk Kilitcioglu, Serdar Kadioglu

Keywords Abstract Paper

Xiaohan Chen, Zhangyang Wang, Siyu Tang, Krikamol Muandet

Keywords Abstract Paper

HyeongJoo Hwang, Geon-Hyeong Kim, Seunghoon Hong, Kee-Eung Kim

Keywords Abstract Paper

Classification, Few-Shot Learning, Missing Data, Network Analysis, Adversarial Learning

Jie Gu, Feng Wang, Qinghui Sun and

Zhiquan Ye, Xiaoxiao Xu, Jingmin Chen, Jun Zhang

Keywords Abstract Paper

Fengyi Shen, Akhil Gurram, Ahmet Faruk Tuna and

Onay Urfalioglu, Alois C. Knoll

Keywords Abstract Paper

domain adaptation, semantic segmentation, autonomous driving, image-to-image translation, unsupervised learning, domain transfer, scene understanding, urban scene segmentation

Xin Xia, Hongzhi Yin, Junliang Yu and

Qinyong Wang, Lizhen Cui, Xiangliang Zhang

Keywords Abstract Paper

Lingpeng Kong, Cyprien de Masson d'Autume, Lei Yu and

Wang Ling, Zihang Dai, Dani Yogatama

Keywords Abstract Paper

Jon Gauthier, Jennifer Hu, Ethan Wilcox and

Peng Qian, Roger Levy

Keywords Abstract Paper

Targeted Models, syntactic evaluations, evaluations, computational community

A. Tuan Nguyen, Toan Tran, Yarin Gal, Atilim Gunes Baydin

Keywords Abstract Paper

generative model, domain adaptation, representation learning

Guoqiang Wei, Cuiling Lan, Wenjun Zeng and

Zhizheng Zhang, Zhibo Chen

Keywords Abstract Paper

machine learning, vision, domain adaptation

Muheng Yan, Yu-Ru Lin, Rebecca Hwa and

Ali Mert Ertugrul, Meiqi Guo, Wen-Ting Chung

Keywords Abstract Paper

classification, embeddings, impact, learning, performance, representations, terms, texts, word embeddings, words

Jayneel Parekh, Pavlo Mozharovskyi, Florence d'Alché-Buc

Keywords Abstract Paper

deep learning, interpretability

Ben Tan, Bo Liu, Vincent Zheng, Qiang Yang

Keywords Abstract Paper

Recommender Systems, Federated Learning

Suranjana Samanta, Ajay Gupta, Prateeti Mohapatra, Amar Prakash Azad

Keywords Abstract Paper

Vijaikumar M, Shirish Shevade, Narasimha Murty

Keywords Abstract Paper

cross-domain collaborative filtering, deep learning, neural networks, wide and deep framework, recommendation system

Kazuyuki Wakasugi

Keywords Abstract Paper

Machine Learning, Explainable/Interpretable Machine Learning, Constraints and Data Mining; Constraints and Machine Learning

Andrew Yates, Kevin Martin Jose, Xinyu Zhang, Jimmy Lin

Keywords Abstract Paper

neural information retrieval, retrieval pipeline, ad hoc ranking

Xiao Zhang, Michael Maire

Keywords Abstract Paper

Fei Yu, Mo Zhang, Hexin Dong and

Sheng Hu, Bin Dong, Li Zhang

Keywords Abstract Paper

Yuan Gao, Haoping Bai, Zequn Jie and

Jiayi Ma, Kui Jia, Wei Liu

Keywords Abstract Paper

neural architecture search, general-purpose multi-task learning, task-agnostic search space, single-shot gradient-based search algorithm, minimal entropy regularization

Gal S. Kenigsfield, Ran El-Yaniv

Keywords Abstract Paper

Arjun Manoharan, Rahul Ramesh, Balaraman Ravindran

Keywords Abstract Paper

hierarchical reinforcement learning, policy distillation

Naveen Venkat, Jogendra Nath Kundu, Durgesh Singh and

Ambareesh Revanur, Venkatesh Babu R

Keywords Abstract Paper

Mingxiao An, Sundong Kim

Keywords Abstract Paper

user embedding, web browsing, demographic prediction

Haifeng Xia, Zhengming Ding

Keywords Abstract Paper

cross-domain generation, graph alignment, domain-specific classifiers

Jacob Andreas, John Bufe, David Burkett and

Charles Chen, Josh Clausman, Jean Crawford, Kate Crim, Jordan DeLoach, Leah Dorner, Jason Eisner, Hao Fang, Alan Guo, David Hall, Kristin Hayes, Kellie Hill, Diana Ho, Wendy Iwaszuk, Smriti Jha, Dan Klein, Jayant Krishnamurthy, Theo Lanman, Percy Liang, Christopher Lin, Ilya Lintsbakh, Andy McGovern, Alexander Nisnevich, Adam Pauls, Brent Read, Dan Roth, Subhro Roy, Beth Short, Div Slomin, Ben Snyder, Stephon Striplin, Yu Su, Zachary Tellman, Sam Thomson, Andrei Vorobev, Izabela Witoszko, Jason Wolfe, Abby Wray, Yuchen Zhang, Alexander Zotov, Jesse Rusak, Dmitrij Petters

Keywords Abstract Paper

task-oriented dialogue, revision, dialogue agent, metacomputation operators

Qiankun Fu, Yue Zhang, Jiangming Liu, Meishan Zhang

Keywords Abstract Paper

Discourse parsing, semantic task, tree construction, incremental problem

Lianghao Xia, Chao Huang, Yong Xu and

Peng Dai, Xiyue Zhang, Hongsheng Yang, Jian Pei, Liefeng Bo

Keywords Abstract Paper

Manh-Ha Bui, Toan Tran, Anh Tran, Dinh Phung

Keywords Abstract Paper

meta learning, domain adaptation, representation learning