ijcai2020.md

IJCAI2020

• Saba Ahmadi, Faez Ahmed, John P. Dickerson, Mark Fuge, Samir Khuller. "An Algorithm for Multi-Attribute Diverse Matching" | [Home Page] | [PDF]

• Yuan Yao, Natasha Alechina, Brian Logan, John Thangarajah. "Intention Progression under Uncertainty" | [Home Page] | [PDF]

• Tahar Allouche, Bruno Escoffier, Stefano Moretti, Meltem Öztürk. "Social Ranking Manipulability for the CP-Majority, Banzhaf and Lexicographic Excellence Solutions" | [Home Page] | [PDF]

• Georgios Amanatidis, Georgios Birmpas, Aris Filos-Ratsikas, Alexandros Hollender, Alexandros A. Voudouris. "Maximum Nash Welfare and Other Stories About EFX" | [Home Page] | [PDF]

• Yanchen Deng, Bo An. "Speeding Up Incomplete GDL-based Algorithms for Multi-agent Optimization with Dense Local Utilities" | [Home Page] | [PDF]

• Haris Aziz, Simon Rey. "Almost Group Envy-free Allocation of Indivisible Goods and Chores" | [Home Page] | [PDF]

• Siddharth Barman, Ranjani G. Sundaram. "Uniform Welfare Guarantees Under Identical Subadditive Valuations" | [Home Page] | [PDF]

• Aris Anagnostopoulos, Luca Becchetti, Emilio Cruciani, Francesco Pasquale, Sara Rizzo. "Biased Opinion Dynamics: When the Devil is in the Details" | [Home Page] | [PDF]

• Nagat Drawel, Jamal Bentahar, Amine Laarej, Gaith Rjoub. "Formalizing Group and Propagated Trust in Multi-Agent Systems" | [Home Page] | [PDF]

• Niclas Boehmer, Robert Bredereck, Dušan Knop, Junjie Luo. "Fine-Grained View on Bribery for Group Identification" | [Home Page] | [PDF]

• Ioannis Caragiannis, Christos Kaklamanis, Nikos Karanikolas, George A. Krimpas. "Evaluating Approval-Based Multiwinner Voting in Terms of Robustness to Noise" | [Home Page] | [PDF]

• Aleksander Czechowski, Frans A. Oliehoek. "Decentralized MCTS via Learned Teammate Models" | [Home Page] | [PDF]

• Chinmay Sonar, Palash Dey, Neeldhara Misra. "On the Complexity of Winner Verification and Candidate Winner for Multiwinner Voting Rules" | [Home Page] | [PDF]

• Niclas Boehmer, Edith Elkind. "Stable Roommate Problem with Diversity Preferences" | [Home Page] | [PDF]

• Robert Bredereck, Piotr Faliszewski, Michal Furdyna, Andrzej Kaczmarczyk, Martin Lackner. "Strategic Campaign Management in Apportionment Elections" | [Home Page] | [PDF]

• Brandon Fain, William Fan, Kamesh Munagala. "Concentration of Distortion: The Value of Extra Voters in Randomized Social Choice" | [Home Page] | [PDF]

• Nathanaël Fijalkow, Bastien Maubert, Aniello Murano, Moshe Vardi. "Assume-Guarantee Synthesis for Prompt Linear Temporal Logic" | [Home Page] | [PDF]

• Naman Goel, Aris Filos-Ratsikas, Boi Faltings. "Peer-Prediction in the Presence of Outcome Dependent Lying Incentives" | [Home Page] | [PDF]

• Rupert Freeman, Anson Kahng, David M. Pennock. "Proportionality in Approval-Based Elections With a Variable Number of Winners" | [Home Page] | [PDF]

• Hagen Echzell, Tobias Friedrich, Pascal Lenzner, Anna Melnichenko. "Flow-Based Network Creation Games" | [Home Page] | [PDF]

• Jiehua Chen, Robert Ganian, Thekla Hamm. "Stable Matchings with Diversity Constraints: Affirmative Action is beyond NP" | [Home Page] | [PDF]

• Haris Aziz, Serge Gaspers, Zhaohong Sun. "Mechanism Design for School Choice with Soft Diversity Constraints" | [Home Page] | [PDF]

• Nika Haghtalab, Nicole Immorlica, Brendan Lucier, Jack Z. Wang. "Maximizing Welfare with Incentive-Aware Evaluation Mechanisms" | [Home Page] | [PDF]

• Aditya Hegde, Vibhav Agarwal, Shrisha Rao. "Ethics, Prosperity, and Society: Moral Evaluation Using Virtue Ethics and Utilitarianism" | [Home Page] | [PDF]

• Niklas Hahn, Martin Hoefer, Rann Smorodinsky. "Prophet Inequalities for Bayesian Persuasion" | [Home Page] | [PDF]

• Hadi Hosseini, Ayumi Igarashi, Andrew Searns. "Fair Division of Time: Multi-layered Cake Cutting" | [Home Page] | [PDF]

• Sushmita Gupta, Pallavi Jain, Saket Saurabh. "Well-Structured Committees" | [Home Page] | [PDF]

• Michał Jaworski, Piotr Skowron. "Evaluating Committees for Representative Democracies: the Distortion and Beyond" | [Home Page] | [PDF]

• Piotr Faliszewski, Alexander Karpov, Svetlana Obraztsova. "The Complexity of Election Problems with Group-Separable Preferences" | [Home Page] | [PDF]

• Wiebe Van der Hoek, Louwe Kuijer, Yì Wáng. "Logics of Allies and Enemies: A Formal Approach to the Dynamics of Social Balance Theory" | [Home Page] | [PDF]

• Abhishek N. Kulkarni, Jie Fu. "Synthesis of Deceptive Strategies in Reachability Games with Action Misperception" | [Home Page] | [PDF]

• Zack Fitzsimmons, Omer Lev. "Selecting Voting Locations for Fun and Profit" | [Home Page] | [PDF]

• Bin Li, Dong Hao, Dengji Zhao. "Incentive-Compatible Diffusion Auctions" | [Home Page] | [PDF]

• Minming Li, Pinyan Lu, Yuhao Yao, Jialin Zhang. "Strategyproof Mechanism for Two Heterogeneous Facilities with Constant Approximation Ratio" | [Home Page] | [PDF]

• Jakub Cerny, Viliam Lisý, Branislav Bošanský, Bo An. "Dinkelbach-Type Algorithm for Computing Quantal Stackelberg Equilibrium" | [Home Page] | [PDF]

• Reuth Mirsky, William Macke, Andy Wang, Harel Yedidsion, Peter Stone. "A Penny for Your Thoughts: The Value of Communication in Ad Hoc Teamwork" | [Home Page] | [PDF]

• Soh Kumabe, Takanori Maehara. "Convexity of b-matching Games" | [Home Page] | [PDF]

• Saaduddin Mahmud, Md. Mosaddek Khan, Moumita Choudhury, Long Tran-Thanh, Nicholas R. Jennings. "Learning Optimal Temperature Region for Solving Mixed Integer Functional DCOPs" | [Home Page] | [PDF]

• Szymon Dudycz, Pasin Manurangsi, Jan Marcinkowski, Krzysztof Sornat. "Tight Approximation for Proportional Approval Voting" | [Home Page] | [PDF]

• Thanh H. Nguyen, Arunesh Sinha, He He. "Partial Adversarial Behavior Deception in Security Games" | [Home Page] | [PDF]

• Trung Thanh Nguyen, Jörg Rothe. "Approximate Pareto Set for Fair and Efficient Allocation: Few Agent Types or Few Resource Types" | [Home Page] | [PDF]

• Pallavi Bagga, Nicola Paoletti, Bedour Alrayes, Kostas Stathis. "A Deep Reinforcement Learning Approach to Concurrent Bilateral Negotiation" | [Home Page] | [PDF]

• Evangelos Markakis, Georgios Papasotiropoulos. "Computational Aspects of Conditional Minisum Approval Voting in Elections with Interdependent Issues" | [Home Page] | [PDF]

• Elham Parhizkar, Mohammad Hossein Nikravan, Robert C. Holte, Sandra Zilles. "Combining Direct Trust and Indirect Trust in Multi-Agent Systems" | [Home Page] | [PDF]

• Edith Elkind, Neel Patel, Alan Tsang, Yair Zick. "Keeping Your Friends Close: Land Allocation with Friends" | [Home Page] | [PDF]

• Alessio Lomuscio, Edoardo Pirovano. "Verifying Fault-Tolerance in Probabilistic Swarm Systems" | [Home Page] | [PDF]

• Maria-Florina Balcan, Siddharth Prasad, Tuomas Sandholm. "Efficient Algorithms for Learning Revenue-Maximizing Two-Part Tariffs" | [Home Page] | [PDF]

• Yujian Ye, Dawei Qiu, Jonathan Ward, Marcin Abram. "Model-Free Real-Time Autonomous Energy Management for a Residential Multi-Carrier Energy System: A Deep Reinforcement Learning Approach" | [Home Page] | [PDF]

• Anna Maria Kerkmann, Jörg Rothe. "Altruism in Coalition Formation Games" | [Home Page] | [PDF]

• Sandhya Saisubramanian, Ece Kamar, Shlomo Zilberstein. "A Multi-Objective Approach to Mitigate Negative Side Effects" | [Home Page] | [PDF]

• Ludwig Dierks, Sven Seuken. "The Competitive Effects of Variance-based Pricing" | [Home Page] | [PDF]

• Weiran Shen, Weizhe Chen, Taoan Huang, Rohit Singh, Fei Fang. "When to Follow the Tip: Security Games with Strategic Informants" | [Home Page] | [PDF]

• Ron Lavi, Omer Shiran-Shvarzbard. "Competition Among Contests: a Safety Level Analysis" | [Home Page] | [PDF]

• Pallavi Jain, Krzysztof Sornat, Nimrod Talmon. "Participatory Budgeting with Project Interactions" | [Home Page] | [PDF]

• Nicholas Mattei, Paolo Turrini, Stanislav Zhydkov. "PeerNomination: Relaxing Exactness for Increased Accuracy in Peer Selection" | [Home Page] | [PDF]

• Minming Li, Chenhao Wang, Mengqi Zhang. "Budgeted Facility Location Games with Strategic Facilities" | [Home Page] | [PDF]

• Feng Wu, Sarvapali D. Ramchurn. "Monte-Carlo Tree Search for Scalable Coalition Formation" | [Home Page] | [PDF]

• Ying Wen, Yaodong Yang, Jun Wang. "Modelling Bounded Rationality in Multi-Agent Interactions by Generalized Recursive Reasoning" | [Home Page] | [PDF]

• Yao Zhang, Xiuzhen Zhang, Dengji Zhao. "Sybil-proof Answer Querying Mechanism" | [Home Page] | [PDF]

• Pablo Badilla, Felipe Bravo-Marquez, Jorge Pérez. "WEFE: The Word Embeddings Fairness Evaluation Framework" | [Home Page] | [PDF]

• Samuel Yeom, Matt Fredrikson. "Individual Fairness Revisited: Transferring Techniques from Adversarial Robustness" | [Home Page] | [PDF]

• Boli Fang, Miao Jiang, Pei-yi Cheng, Jerry Shen, Yi Fang. "Achieving Outcome Fairness in Machine Learning Models for Social Decision Problems" | [Home Page] | [PDF]

• Emanuele Albini, Antonio Rago, Pietro Baroni, Francesca Toni. "Relation-Based Counterfactual Explanations for Bayesian Network Classifiers" | [Home Page] | [PDF]

• Pingchuan Ma, Shuai Wang, Jin Liu. "Metamorphic Testing and Certified Mitigation of Fairness Violations in NLP Models" | [Home Page] | [PDF]

• Zhisheng Zhong, Hiroaki Akutsu, Kiyoharu Aizawa. "Channel-Level Variable Quantization Network for Deep Image Compression" | [Home Page] | [PDF]

• Yan Bai, Yihang Lou, Yongxing Dai, Jun Liu, Ziqian Chen, Ling-Yu Duan. "Disentangled Feature Learning Network for Vehicle Re-Identification" | [Home Page] | [PDF]

• Agostina Calabrese, Michele Bevilacqua, Roberto Navigli. "EViLBERT: Learning Task-Agnostic Multimodal Sense Embeddings" | [Home Page] | [PDF]

• Haimei Zhao, Wei Bian, Bo Yuan, Dacheng Tao. "Collaborative Learning of Depth Estimation, Visual Odometry and Camera Relocalization from Monocular Videos" | [Home Page] | [PDF]

• Elena Burceanu, Marius Leordeanu. "A 3D Convolutional Approach to Spectral Object Segmentation in Space and Time" | [Home Page] | [PDF]

• Qiyao Deng, Jie Cao, Yunfan Liu, Zhenhua Chai, Qi Li, Zhenan Sun. "Reference Guided Face Component Editing" | [Home Page] | [PDF]

• Xiao Wang, Jun Chen, Zheng Wang, Wu Liu, Shin'ichi Satoh, Chao Liang, Chia-Wen Lin. "When Pedestrian Detection Meets Nighttime Surveillance: A New Benchmark" | [Home Page] | [PDF]

• Jian Ye, Zhe Chen, Juhua Liu, Bo Du. "TextFuseNet: Scene Text Detection with Richer Fused Features" | [Home Page] | [PDF]

• Zhengsu Chen, Jianwei Niu, Xuefeng Liu, Shaojie Tang. "SelectScale: Mining More Patterns from Images via Selective and Soft Dropout" | [Home Page] | [PDF]

• Qiankun Liu, Qi Chu, Bin Liu, Nenghai Yu. "GSM: Graph Similarity Model for Multi-Object Tracking" | [Home Page] | [PDF]

• Feng Li, Runmin Cong, Huihui Bai, Yifan He. "Deep Interleaved Network for Single Image Super-Resolution with Asymmetric Co-Attention" | [Home Page] | [PDF]

• Tong Wu, Bicheng Dai, Shuxin Chen, Yanyun Qu, Yuan Xie. "Meta Segmentation Network for Ultra-Resolution Medical Images" | [Home Page] | [PDF]

• Kun Wei, Cheng Deng, Xu Yang. "Lifelong Zero-Shot Learning" | [Home Page] | [PDF]

• Haytham M. Fayek, Anurag Kumar. "Large Scale Audiovisual Learning of Sounds with Weakly Labeled Data" | [Home Page] | [PDF]

• Menglu Wang, Xueyang Fu, Zepei Sun, Zheng-Jun Zha. "JPEG Artifacts Removal via Compression Quality Ranker-Guided Networks" | [Home Page] | [PDF]

• Siddhartha Gairola, Mayur Hemani, Ayush Chopra, Balaji Krishnamurthy. "SimPropNet: Improved Similarity Propagation for Few-shot Image Segmentation" | [Home Page] | [PDF]

• Jiangzhang Gan, Xiaofeng Zhu, Rongyao Hu, Yonghua Zhu, Junbo Ma, Ziwen Peng, Guorong Wu. "Multi-graph Fusion for Functional Neuroimaging Biomarker Detection" | [Home Page] | [PDF]

• Tao He, Lianli Gao, Jingkuan Song, Jianfei Cai, Yuan-Fang Li. "Learning from the Scene and Borrowing from the Rich: Tackling the Long Tail in Scene Graph Generation" | [Home Page] | [PDF]

• Lianli Gao, Zhilong Zhou, Heng Tao Shen, Jingkuan Song. "Bottom-up and Top-down: Bidirectional Additive Net for Edge Detection" | [Home Page] | [PDF]

• Jiachen Xu, Jingyu Gong, Jie Zhou, Xin Tan, Yuan Xie, Lizhuang Ma. "SceneEncoder: Scene-Aware Semantic Segmentation of Point Clouds with A Learnable Scene Descriptor" | [Home Page] | [PDF]

• Vikram Ravindra, Ananth Grama. "Characterizing Similarity of Visual Stimulus from Associated Neuronal Response" | [Home Page] | [PDF]

• Han-Yi Lin, Pi-Cheng Hsiu, Tei-Wei Kuo, Yen-Yu Lin. "Spatiotemporal Super-Resolution with Cross-Task Consistency and Its Semi-supervised Extension" | [Home Page] | [PDF]

• Siyu Huang, Haoyi Xiong, Zhi-Qi Cheng, Qingzhong Wang, Xingran Zhou, Bihan Wen, Jun Huan, Dejing Dou. "Generating Person Images with Appearance-aware Pose Stylizer" | [Home Page] | [PDF]

• Tao Jin, Siyu Huang, Ming Chen, Yingming Li, Zhongfei Zhang. "SBAT: Video Captioning with Sparse Boundary-Aware Transformer" | [Home Page] | [PDF]

• Xinjian Huang, Bo Du, Weiwei Liu. "Multichannel Color Image Denoising via Weighted Schatten p-norm Minimization" | [Home Page] | [PDF]

• Yawen Huang, Feng Zheng, Danyang Wang, Junyu Jiang, Xiaoqian Wang, Ling Shao. "Super-Resolution and Inpainting with Degraded and Upgraded Generative Adversarial Networks" | [Home Page] | [PDF]

• Zhikun Huang, Zhedong Zheng, Chenggang Yan, Hongtao Xie, Yaoqi Sun, Jianzhong Wang, Jiyong Zhang. "Real-World Automatic Makeup via Identity Preservation Makeup Net" | [Home Page] | [PDF]

• Ziwei Wang, Zi Huang, Yadan Luo. "Human Consensus-Oriented Image Captioning" | [Home Page] | [PDF]

• Changbin Shao, Jing Huo, Lei Qi, Zhen-Hua Feng, Wenbin Li, Chuanqi Dong, Yang Gao. "Biased Feature Learning for Occlusion Invariant Face Recognition" | [Home Page] | [PDF]

• Mingbao Lin, Rongrong Ji, Yuxin Zhang, Baochang Zhang, Yongjian Wu, Yonghong Tian. "Channel Pruning via Automatic Structure Search" | [Home Page] | [PDF]

• Rui Zheng, Fei Jiang, Ruimin Shen. "GestureDet: Real-time Student Gesture Analysis with Multi-dimensional Attention-based Detector" | [Home Page] | [PDF]

• Xiaoze Jiang, Jing Yu, Yajing Sun, Zengchang Qin, Zihao Zhu, Yue Hu, Qi Wu. "DAM: Deliberation, Abandon and Memory Networks for Generating Detailed and Non-repetitive Responses in Visual Dialogue" | [Home Page] | [PDF]

• Yakun Ju, Kin-Man Lam, Yang Chen, Lin Qi, Junyu Dong. "Pay Attention to Devils: A Photometric Stereo Network for Better Details" | [Home Page] | [PDF]

• Meng Lan, Yipeng Zhang, Qinning Xu, Lefei Zhang. "E3SN: Efficient End-to-End Siamese Network for Video Object Segmentation" | [Home Page] | [PDF]

• Siyuan Li, Zhi Zhang, Ziyu Liu, Anna Wang, Linglong Qiu, Feng Du. "TLPG-Tracker: Joint Learning of Target Localization and Proposal Generation for Visual Tracking" | [Home Page] | [PDF]

• Chuanqi Dong, Wenbin Li, Jing Huo, Zheng Gu, Yang Gao. "Learning Task-aware Local Representations for Few-shot Learning" | [Home Page] | [PDF]

• Risheng Liu, Zi Li, Yuxi Zhang, Xin Fan, Zhongxuan Luo. "Bi-level Probabilistic Feature Learning for Deformable Image Registration" | [Home Page] | [PDF]

• Yingruo Fan, Zhaojiang Lin. "G2RL: Geometry-Guided Representation Learning for Facial Action Unit Intensity Estimation" | [Home Page] | [PDF]

• Chao Li, Baolin Liu, Jianguo Wei. "Visual Encoding and Decoding of the Human Brain Based on Shared Features" | [Home Page] | [PDF]

• Ganchao Tan, Daqing Liu, Meng Wang, Zheng-Jun Zha. "Learning to Discretely Compose Reasoning Module Networks for Video Captioning" | [Home Page] | [PDF]

• Haoze Wu, Jiawei Liu, Xierong Zhu, Meng Wang, Zheng-Jun Zha. "Multi-Scale Spatial-Temporal Integration Convolutional Tube for Human Action Recognition" | [Home Page] | [PDF]

• Chengwei Chen, Jing Liu, Yuan Xie, Yin Xiao Ban, Chunyun Wu, Yiqing Tao, Haichuan Song. "Latent Regularized Generative Dual Adversarial Network For Abnormal Detection" | [Home Page] | [PDF]

• Longteng Guo, Jing Liu, Xinxin Zhu, Xingjian He, Jie Jiang, Hanqing Lu. "Non-Autoregressive Image Captioning with Counterfactuals-Critical Multi-Agent Learning" | [Home Page] | [PDF]

• Jiping Zheng, Ganfeng Lu. "k-SDPP: Fixed-Size Video Summarization via Sequential Determinantal Point Processes" | [Home Page] | [PDF]

• Shengyuan Liu, Pei Lv, Yuzhen Zhang, Jie Fu, Junjin Cheng, Wanqing Li, Bing Zhou, Mingliang Xu. "Semi-Dynamic Hypergraph Neural Network for 3D Pose Estimation" | [Home Page] | [PDF]

• Gege Zhang, Qinghua Ma, Licheng Jiao, Fang Liu, Qigong Sun. "AttAN: Attention Adversarial Networks for 3D Point Cloud Semantic Segmentation" | [Home Page] | [PDF]

• Xu Ma, Song Fu. "Position-Aware Recalibration Module: Learning From Feature Semantics and Feature Position" | [Home Page] | [PDF]

• Yuqing Ma, Shihao Bai, Shan An, Wei Liu, Aishan Liu, Xiantong Zhen, Xianglong Liu. "Transductive Relation-Propagation Network for Few-shot Learning" | [Home Page] | [PDF]

• Yuqing Ma, Wei Liu, Shihao Bai, Qingyu Zhang, Aishan Liu, Weimin Chen, Xianglong Liu. "Few-shot Visual Learning with Contextual Memory and Fine-grained Calibration" | [Home Page] | [PDF]

• Thao Minh Le, Vuong Le, Svetha Venkatesh, Truyen Tran. "Dynamic Language Binding in Relational Visual Reasoning" | [Home Page] | [PDF]

• Lixin Fan, Kam Woh Ng, Ce Ju, Tianyu Zhang, Chee Seng Chan. "Deep Polarized Network for Supervised Learning of Accurate Binary Hashing Codes" | [Home Page] | [PDF]

• Zhen-Liang Ni, Gui-Bin Bian, Guan-An Wang, Xiao-Hu Zhou, Zeng-Guang Hou, Xiao-Liang Xie, Zhen Li, Yu-Han Wang. "BARNet: Bilinear Attention Network with Adaptive Receptive Fields for Surgical Instrument Segmentation" | [Home Page] | [PDF]

• Heyu Zhou, Weizhi Nie, Wenhui Li, Dan Song, An-An Liu. "Hierarchical Instance Feature Alignment for 2D Image-Based 3D Shape Retrieval" | [Home Page] | [PDF]

• Chuanqi Zang, Mingtao Pei, Yu Kong. "Few-shot Human Motion Prediction via Learning Novel Motion Dynamics" | [Home Page] | [PDF]

• Weiwei Wang, Yuming Shen, Haofeng Zhang, Yazhou Yao, Li Liu. "Set and Rebase: Determining the Semantic Graph Connectivity for Unsupervised Cross-Modal Hashing" | [Home Page] | [PDF]

• Mennatullah Siam, Naren Doraiswamy, Boris N. Oreshkin, Hengshuai Yao, Martin Jagersand. "Weakly Supervised Few-shot Object Segmentation using Co-Attention with Visual and Semantic Embeddings" | [Home Page] | [PDF]

• Hongwei Xie, Yafei Song, Ling Cai, Mingyang Li. "Overflow Aware Quantization: Accelerating Neural Network Inference by Low-bit Multiply-Accumulate Operations" | [Home Page] | [PDF]

• Celia Cintas, Skyler Speakman, Victor Akinwande, William Ogallo, Komminist Weldemariam, Srihari Sridharan, Edward McFowland. "Detecting Adversarial Attacks via Subset Scanning of Autoencoder Activations and Reconstruction Error" | [Home Page] | [PDF]

• Yuting Su, Yuqian Li, Dan Song, Weizhi Nie, Wenhui Li, An-An Liu. "Consistent Domain Structure Learning and Domain Alignment for 2D Image-Based 3D Objects Retrieval" | [Home Page] | [PDF]

• Yubo Zhang, Hao Tan, Mohit Bansal. "Diagnosing the Environment Bias in Vision-and-Language Navigation" | [Home Page] | [PDF]

• Haocong Rao, Siqi Wang, Xiping Hu, Mingkui Tan, Huang Da, Jun Cheng, Bin Hu. "Self-Supervised Gait Encoding with Locality-Aware Attention for Person Re-Identification" | [Home Page] | [PDF]

• Licheng Zhang, Xianzhi Wang, Lina Yao, Lin Wu, Feng Zheng. "Zero-Shot Object Detection via Learning an Embedding from Semantic Space to Visual Space" | [Home Page] | [PDF]

• Jinjia Peng, Yang Wang, Huibing Wang, Zhao Zhang, Xianping Fu, Meng Wang. "Unsupervised Vehicle Re-identification with Progressive Adaptation" | [Home Page] | [PDF]

• Dan Guo, Yang Wang, Peipei Song, Meng Wang. "Recurrent Relational Memory Network for Unsupervised Image Captioning" | [Home Page] | [PDF]

• Ruixin Liu, Zhenyu Weng, Yuesheng Zhu, Bairong Li. "Temporal Adaptive Alignment Network for Deep Video Inpainting" | [Home Page] | [PDF]

• Pin Jiang, Aming Wu, Yahong Han, Yunfeng Shao, Meiyu Qi, Bingshuai Li. "Bidirectional Adversarial Training for Semi-Supervised Domain Adaptation" | [Home Page] | [PDF]

• Kai Shen, Lingfei Wu, Fangli Xu, Siliang Tang, Jun Xiao, Yueting Zhuang. "Hierarchical Attention Based Spatial-Temporal Graph-to-Sequence Learning for Grounded Video Description" | [Home Page] | [PDF]

• Ke Ning, Lingxi Xie, Fei Wu, Qi Tian. "Polar Relative Positional Encoding for Video-Language Segmentation" | [Home Page] | [PDF]

• Yanzhao Xie, Yu Liu, Yangtao Wang, Lianli Gao, Peng Wang, Ke Zhou. "Label-Attended Hashing for Multi-Label Image Retrieval" | [Home Page] | [PDF]

• Mingkang Xiong, Zhenghong Zhang, Weilin Zhong, Jinsheng Ji, Jiyuan Liu, Huilin Xiong. "Self-supervised Monocular Depth and Visual Odometry Learning with Scale-consistent Geometric Constraints" | [Home Page] | [PDF]

• Zixiang Zhao, Shuang Xu, Chunxia Zhang, Junmin Liu, Jiangshe Zhang, Pengfei Li. "DIDFuse: Deep Image Decomposition for Infrared and Visible Image Fusion" | [Home Page] | [PDF]

• Yuhui Xu, Yuxi Li, Shuai Zhang, Wei Wen, Botao Wang, Yingyong Qi, Yiran Chen, Weiyao Lin, Hongkai Xiong. "TRP: Trained Rank Pruning for Efficient Deep Neural Networks" | [Home Page] | [PDF]

• Xinxun Xu, Muli Yang, Yanhua Yang, Hao Wang. "Progressive Domain-Independent Feature Decomposition Network for Zero-Shot Sketch-Based Image Retrieval" | [Home Page] | [PDF]

• Zhihui Lin, Chun Yuan, Maomao Li. "HAF-SVG: Hierarchical Stochastic Video Generation with Aligned Features" | [Home Page] | [PDF]

• Jiayin Cai, Chun Yuan, Cheng Shi, Lei Li, Yangyang Cheng, Ying Shan. "Feature Augmented Memory with Global Attention Network for VideoQA" | [Home Page] | [PDF]

• Zerun Feng, Zhimin Zeng, Caili Guo, Zheng Li. "Exploiting Visual Semantic Reasoning for Video-Text Retrieval" | [Home Page] | [PDF]

• Jiawei Liu, Zheng-Jun Zha, Xierong Zhu, Na Jiang. "Co-Saliency Spatio-Temporal Interaction Network for Person Re-Identification in Videos" | [Home Page] | [PDF]

• Kai Zhu, Wei Zhai, Yang Cao. "Self-Supervised Tuning for Few-Shot Segmentation" | [Home Page] | [PDF]

• Mengxi Jia, Yunpeng Zhai, Shijian Lu, Siwei Ma, Jian Zhang. "A Similarity Inference Metric for RGB-Infrared Cross-Modality Person Re-identification" | [Home Page] | [PDF]

• Li'an Zhuo, Baochang Zhang, Hanlin Chen, Linlin Yang, Chen Chen, Yanjun Zhu, David Doermann. "CP-NAS: Child-Parent Neural Architecture Search for 1-bit CNNs" | [Home Page] | [PDF]

• Haifeng Zhang, Wen Su, Jun Yu, Zengfu Wang. "Weakly Supervised Local-Global Relation Network for Facial Expression Recognition" | [Home Page] | [PDF]

• Qinming Zhang, Luyan Liu, Kai Ma, Cheng Zhuo, Yefeng Zheng. "Cross-denoising Network against Corrupted Labels in Medical Image Segmentation with Domain Shift" | [Home Page] | [PDF]

• Hongrui Zhao, Jin Yu, Yanan Li, Donghui Wang, Jie Liu, Hongxia Yang, Fei Wu. "Dress like an Internet Celebrity: Fashion Retrieval in Videos" | [Home Page] | [PDF]

• Wentian Zhao, Seokhwan Kim, Ning Xu, Hailin Jin. "Video Question Answering on Screencast Tutorials" | [Home Page] | [PDF]

• Zhu Zhang, Zhou Zhao, Zhijie Lin, Baoxing Huai, Jing Yuan. "Object-Aware Multi-Branch Relation Networks for Spatio-Temporal Video Grounding" | [Home Page] | [PDF]

• Zhedong Zheng, Yi Yang. "Unsupervised Scene Adaptation with Memory Regularization in vivo" | [Home Page] | [PDF]

• Xi Zhu, Zhendong Mao, Chunxiao Liu, Peng Zhang, Bin Wang, Yongdong Zhang. "Overcoming Language Priors with Self-supervised Learning for Visual Question Answering" | [Home Page] | [PDF]

• Yaohui Zhu, Chenlong Liu, Shuqiang Jiang. "Multi-attention Meta Learning for Few-shot Fine-grained Image Recognition" | [Home Page] | [PDF]

• Zihao Zhu, Jing Yu, Yujing Wang, Yajing Sun, Yue Hu, Qi Wu. "Mucko: Multi-Layer Cross-Modal Knowledge Reasoning for Fact-based Visual Question Answering" | [Home Page] | [PDF]

• Xue Lin, Qi Zou, Xixia Xu. "Action-Guided Attention Mining and Relation Reasoning Network for Human-Object Interaction Detection" | [Home Page] | [PDF]

• Dongming Yang, Yuexian Zou. "A Graph-based Interactive Reasoning for Human-Object Interaction Detection" | [Home Page] | [PDF]

• Julien Baste, Michael R. Fellows, Lars Jaffke, Tomáš Masařík, Mateus de Oliveira Oliveira, Geevarghese Philip, Frances A. Rosamond. "Diversity of Solutions: An Exploration Through the Lens of Fixed-Parameter Tractability Theory" | [Home Page] | [PDF]

• Xizhe Zhang, Jian Gao, Yizhi Lv, Weixiong Zhang. "Early and Efficient Identification of Useless Constraint Propagation for Alldifferent Constraints" | [Home Page] | [PDF]

• Stephan Gocht, Ciaran McCreesh, Jakob Nordström. "Subgraph Isomorphism Meets Cutting Planes: Solving With Certified Solutions" | [Home Page] | [PDF]

• Zhendong Lei, Shaowei Cai, Chuan Luo. "Extended Conjunctive Normal Form and An Efficient Algorithm for Cardinality Constraints" | [Home Page] | [PDF]

• Daniel Le Berre, Pierre Marquis, Stefan Mengel, Romain Wallon. "On Irrelevant Literals in Pseudo-Boolean Constraint Learning" | [Home Page] | [PDF]

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• Peng Wei, Guoliang Hua, Weibo Huang, Fanyang Meng, Hong Liu. "Unsupervised Monocular Visual-inertial Odometry Network" | [Home Page] | [PDF]

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• Fangwen Zhang, Xiuyi Jia, Weiwei Li. "Tensor-based multi-view label enhancement for multi-label learning" | [Home Page] | [PDF]

• Wenfang Zhu, Xiuyi Jia, Weiwei Li. "Privileged label enhancement with multi-label learning" | [Home Page] | [PDF]

• Teng Zhang, Hai Jin. "Optimal Margin Distribution Machine for Multi-Instance Learning" | [Home Page] | [PDF]

• Naoya Takeishi, Yoshinobu Kawahara. "Knowledge-Based Regularization in Generative Modeling" | [Home Page] | [PDF]

• Tuan Dam, Pascal Klink, Carlo D'Eramo, Jan Peters, Joni Pajarinen. "Generalized Mean Estimation in Monte-Carlo Tree Search" | [Home Page] | [PDF]

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• Zhen Wang, Chao Lan. "Towards a Hierarchical Bayesian Model of Multi-View Anomaly Detection" | [Home Page] | [PDF]

• Trung-Hoang Le, Hady W. Lauw. "Synthesizing Aspect-Driven Recommendation Explanations from Reviews" | [Home Page] | [PDF]

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• Huiyuan Chen, Jing Li. "Neural Tensor Model for Learning Multi-Aspect Factors in Recommender Systems" | [Home Page] | [PDF]

• Shibo Li, Wei Xing, Robert M. Kirby, Shandian Zhe. "Scalable Gaussian Process Regression Networks" | [Home Page] | [PDF]

• Daoyuan Chen, Yaliang Li, Minghui Qiu, Zhen Wang, Bofang Li, Bolin Ding, Hongbo Deng, Jun Huang, Wei Lin, Jingren Zhou. "AdaBERT: Task-Adaptive BERT Compression with Differentiable Neural Architecture Search" | [Home Page] | [PDF]

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• Haobo Wang, Zhao Li, Jiaming Huang, Pengrui Hui, Weiwei Liu, Tianlei Hu, Gang Chen. "Collaboration Based Multi-Label Propagation for Fraud Detection" | [Home Page] | [PDF]

• Peng Han, Zhongxiao Li, Yong Liu, Peilin Zhao, Jing Li, Hao Wang, Shuo Shang. "Contextualized Point-of-Interest Recommendation" | [Home Page] | [PDF]

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• Ruobing Xie, Cheng Ling, Yalong Wang, Rui Wang, Feng Xia, Leyu Lin. "Deep Feedback Network for Recommendation" | [Home Page] | [PDF]

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• Huanle Xu, Yang Liu, Wing Cheong Lau, Rui Li. "Combinatorial Multi-Armed Bandits with Concave Rewards and Fairness Constraints" | [Home Page] | [PDF]

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• Zhaoyang Liu, Haokun Chen, Fei Sun, Xu Xie, Jinyang Gao, Bolin Ding, Yanyan Shen. "Intent Preference Decoupling for User Representation on Online Recommender System" | [Home Page] | [PDF]

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• Lei Luo, Jian Pei, Heng Huang. "Sinkhorn Regression" | [Home Page] | [PDF]

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• Bo Xue, Guanghui Wang, Yimu Wang, Lijun Zhang. "Nearly Optimal Regret for Stochastic Linear Bandits with Heavy-Tailed Payoffs" | [Home Page] | [PDF]

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• Umang Bhatt, Adrian Weller, José M. F. Moura. "Evaluating and Aggregating Feature-based Model Explanations" | [Home Page] | [PDF]

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• Jun Huang, Linchuan Xu, Jing Wang, Lei Feng, Kenji Yamanishi. "Discovering Latent Class Labels for Multi-Label Learning" | [Home Page] | [PDF]

• Xiaoxing Wang, Chao Xue, Junchi Yan, Xiaokang Yang, Yonggang Hu, Kewei Sun. "MergeNAS: Merge Operations into One for Differentiable Architecture Search" | [Home Page] | [PDF]

• Hui Xue, Zheng-Fan Wu. "BaKer-Nets: Bayesian Random Kernel Mapping Networks" | [Home Page] | [PDF]

• Hu Ding, Fan Yang, Mingyue Wang. "On Metric DBSCAN with Low Doubling Dimension" | [Home Page] | [PDF]

• Luting Yang, Jianyi Yang, Shaolei Ren. "Multi-Feedback Bandit Learning with Probabilistic Contexts" | [Home Page] | [PDF]

• Tianpei Yang, Jianye Hao, Zhaopeng Meng, Zongzhang Zhang, Yujing Hu, Yingfeng Chen, Changjie Fan, Weixun Wang, Wulong Liu, Zhaodong Wang, Jiajie Peng. "Efficient Deep Reinforcement Learning via Adaptive Policy Transfer" | [Home Page] | [PDF]

• Thanh Tan Nguyen, Nan Ye, Peter Bartlett. "Greedy Convex Ensemble" | [Home Page] | [PDF]

• Mohammadamin Barekatain, Ryo Yonetani, Masashi Hamaya. "MULTIPOLAR: Multi-Source Policy Aggregation for Transfer Reinforcement Learning between Diverse Environmental Dynamics" | [Home Page] | [PDF]

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• Rundong Wang, Runsheng Yu, Bo An, Zinovi Rabinovich. "I²HRL: Interactive Influence-based Hierarchical Reinforcement Learning" | [Home Page] | [PDF]

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• Kwei-Herng Lai, Daochen Zha, Yuening Li, Xia Hu. "Dual Policy Distillation" | [Home Page] | [PDF]

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• Rong-Cheng Tu, Xian-Ling Mao, Wei Wei. "MLS3RDUH: Deep Unsupervised Hashing via Manifold based Local Semantic Similarity Structure Reconstructing" | [Home Page] | [PDF]

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• Harry W. H. Wong, Jack P. K. Ma, Donald P. H. Wong, Lucien K. L. Ng, Sherman S. M. Chow. "Learning Model with Error -- Exposing the Hidden Model of BAYHENN" | [Home Page] | [PDF]

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• Hongfei Xu, Deyi Xiong, Josef van Genabith, Qiuhui Liu. "Efficient Context-Aware Neural Machine Translation with Layer-Wise Weighting and Input-Aware Gating" | [Home Page] | [PDF]

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• Ke Xu, Yifan Zhang, Deheng Ye, Peilin Zhao, Mingkui Tan. "Relation-Aware Transformer for Portfolio Policy Learning" | [Home Page] | [PDF]

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• Guojing Zhou, Hamoon Azizsoltani, Markel Sanz Ausin, Tiffany Barnes, Min Chi. "Hierarchical Reinforcement Learning for Pedagogical Policy Induction (Extended Abstract)" | [Home Page] | [PDF]

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• Zhichao Lu, Ian Whalen, Yashesh Dhebar, Kalyanmoy Deb, Erik Goodman, Wolfgang Banzhaf, Vishnu Naresh Boddeti. "NSGA-Net: Neural Architecture Search using Multi-Objective Genetic Algorithm (Extended Abstract)" | [Home Page] | [PDF]

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