mapper.json

{"2106.03630": {"title": "Efficient Iterative Amortized Inference for Learning Symmetric and Disentangled Multi-Object Representations", "authors": ["Patrick Emami", "Pan He", "Sanjay Ranka", "Anand Rangarajan"], "publication": "Published in ICML'21. Code and data: https://github.com/pemami4911/EfficientMORL", "year": "2021", "tags": ["cs.CV", "cs.AI", "cs.LG"]}, "2106.03310": {"title": "Zero-Shot Knowledge Distillation from a Decision-Based Black-Box Model", "authors": ["Zi Wang"], "publication": "Accepted to ICML 2021", "year": "2021", "tags": ["cs.LG", "cs.AI", "cs.CV"]}, "2106.03041": {"title": "DAMSL: Domain Agnostic Meta Score-based Learning", "authors": ["John Cai", "Bill Cai", "Shengmei Shen"], "publication": "Accepted to CVPR 2021 L2ID Workshop", "year": "2021", "tags": ["cs.LG", "cs.AI", "cs.CV"]}, "2106.02820": {"title": "GraphMI: Extracting Private Graph Data from Graph Neural Networks", "authors": ["Zaixi Zhang", "Qi Liu", "Zhenya Huang", "Hao Wang", "Chengqiang Lu", "Chuanren Liu", "Enhong Chen"], "publication": "7 pages, 6 figures, accepted by IJCAI'21", "year": "2021", "tags": ["cs.LG", "cs.AI"]}, "2106.02801": {"title": "Trajectory Optimization of Chance-Constrained Nonlinear Stochastic Systems for Motion Planning and Control", "authors": ["Yashwanth Kumar Nakka", "Soon-Jo Chung"], "publication": "submitted to IEEE Transactions on Robotics", "year": "2021", "tags": ["cs.RO", "cs.AI", "eess.SY", "math.OC"]}, "2106.02782": {"title": "On Perceptual Lossy Compression: The Cost of Perceptual Reconstruction and An Optimal Training Framework", "authors": ["Zeyu Yan", "Fei Wen", "Rendong Ying", "Chao Ma", "Peilin Liu"], "publication": "ICML 2021", "year": "2021", "tags": ["cs.IT", "cs.AI"]}, "2106.02552": {"title": "Active Covering", "authors": ["Heinrich Jiang", "Afshin Rostamizadeh"], "publication": "ICML 2021", "year": "2021", "tags": ["cs.LG", "cs.AI", "stat.ML"]}, "2106.02377": {"title": "A Survey on Deep Domain Adaptation for LiDAR Perception", "authors": ["Larissa T. Triess", "Mariella Dreissig", "Christoph B. Rist", "J. Marius Z\u00f6llner"], "publication": "Accepted at IEEE Intelligent Vehicles Symposium (IV) 2021 Workshop on Autonomy at Scale. 8 pages, 5 figures", "year": "2021", "tags": ["cs.CV", "cs.AI", "cs.LG"]}, "2106.02237": {"title": "Memory Approximate Message Passing", "authors": ["Lei Liu", "Shunqi Huang", "Brian M. Kurkoski"], "publication": "6 pages, 5 figures, accepted by IEEE ISIT 2021. arXiv admin note: substantial text overlap with arXiv:2012.10861", "year": "2021", "tags": ["cs.IT", "cs.AI", "eess.SP", "math.ST"]}, "2106.02206": {"title": "Stochastic Iterative Graph Matching", "authors": ["Linfeng Liu", "Michael C. Hughes", "Soha Hassoun", "Li-Ping Liu"], "publication": "To appear in ICML 2021", "year": "2021", "tags": ["cs.LG", "cs.AI", "stat.ML"]}, "2106.02036": {"title": "Anticipative Video Transformer", "authors": ["Rohit Girdhar", "Kristen Grauman"], "publication": "Ranked #1 on CVPR'21 EPIC-Kitchens Action Anticipation challenge leaderboard. Project page: http://facebookresearch.github.io/AVT", "year": "2021", "tags": ["cs.CV", "cs.AI", "cs.LG", "cs.MM"]}, "2106.01404": {"title": "Variational Empowerment as Representation Learning for Goal-Based Reinforcement Learning", "authors": ["Jongwook Choi", "Archit Sharma", "Honglak Lee", "Sergey Levine", "Shixiang Shane Gu"], "publication": "Accepted at International Conference on Machine Learning (ICML) 2021", "year": "2021", "tags": ["cs.LG", "cs.AI"]}, "2106.01325": {"title": "Addressing the Long-term Impact of ML Decisions via Policy Regret", "authors": ["David Lindner", "Hoda Heidari", "Andreas Krause"], "publication": "Accepted to IJCAI 2021", "year": "2021", "tags": ["cs.LG", "cs.AI", "cs.CY", "stat.ML"]}, "2106.01127": {"title": "Towards Robust Classification Model by Counterfactual and Invariant Data Generation", "authors": ["Chun-Hao Chang", "George Alexandru Adam", "Anna Goldenberg"], "publication": "Accepted in 2021 CVPR", "year": "2021", "tags": ["cs.CV", "cs.AI"]}, "2106.00920": {"title": "DialoGraph: Incorporating Interpretable Strategy-Graph Networks into Negotiation Dialogues", "authors": ["Rishabh Joshi", "Vidhisha Balachandran", "Shikhar Vashishth", "Alan Black", "Yulia Tsvetkov"], "publication": "Accepted at ICLR 2021; https://openreview.net/forum?id=kDnal_bbb-E", "year": "2021", "tags": ["cs.CL", "cs.AI", "cs.LG"]}, "2106.00687": {"title": "Online Detection of Vibration Anomalies Using Balanced Spiking Neural Networks", "authors": ["Nik Dennler", "Germain Haessig", "Matteo Cartiglia", "Giacomo Indiveri"], "publication": "This work is presented at the 2021 IEEE AICAS", "year": "2021", "tags": ["cs.NE", "cs.AI", "cs.LG", "cs.SD", "eess.AS"]}, "2106.00660": {"title": "Markpainting: Adversarial Machine Learning meets Inpainting", "authors": ["David Khachaturov", "Ilia Shumailov", "Yiren Zhao", "Nicolas Papernot", "Ross Anderson"], "publication": "Proceedings of the 38th International Conference on Machine Learning (ICML 2021)", "year": "2021", "tags": ["cs.LG", "cs.AI", "cs.CR", "cs.CV", "cs.CY"]}, "2106.00257": {"title": "A Coarse to Fine Question Answering System based on Reinforcement Learning", "authors": ["Yu Wang", "Hongxia Jin"], "publication": "9 pages, original work published in AAAI 2019", "year": "2021", "tags": ["cs.CL", "cs.AI"]}, "2106.00073": {"title": "GRAVITAS: Graphical Reticulated Attack Vectors for Internet-of-Things Aggregate Security", "authors": ["Jacob Brown", "Tanujay Saha", "Niraj K. Jha"], "publication": "This article has been published in IEEE Transactions on Emerging Topics in Computing, 2021", "year": "2021", "tags": ["cs.CR", "cs.AI", "cs.LG", "cs.NI"]}, "2105.14875": {"title": "Bangla Natural Language Processing: A Comprehensive Review of Classical, Machine Learning, and Deep Learning Based Methods", "authors": ["Ovishake Sen", "Mohtasim Fuad", "MD. Nazrul Islam", "Jakaria Rabbi", "MD. Kamrul Hasan", "Awal Ahmed Fime", "Md. Tahmid Hasan Fuad", "Delowar Sikder", "MD. Akil Raihan Iftee"], "publication": "This preprint will be submitted to IEEE Access Journal and it contains total of 41 pages", "year": "2021", "tags": ["cs.CL", "cs.AI", "cs.LG"]}, "2105.14538": {"title": "Longer Version for \"Deep Context-Encoding Network for Retinal Image Captioning\"", "authors": ["Jia-Hong Huang", "Ting-Wei Wu", "Chao-Han Huck Yang", "Marcel Worring"], "publication": "This paper is a longer version of \"Deep Context-Encoding Network for Retinal Image Captioning\" which is accepted by IEEE International Conference on Image Processing (ICIP), 2021", "year": "2021", "tags": ["cs.CV", "cs.AI", "cs.CL", "cs.MM"]}, "2105.13289": {"title": "MTH-IDS: A Multi-Tiered Hybrid Intrusion Detection System for Internet of Vehicles", "authors": ["Li Yang", "Abdallah Moubayed", "Abdallah Shami"], "publication": "Accepted and to appear in IEEE Internet of Things Journal; Code is available at Github link: https://github.com/Western-OC2-Lab/Intrusion-Detection-System-Using-Machine-Learning", "year": "2021", "tags": ["cs.CR", "cs.AI", "cs.LG", "cs.NI"]}, "2105.13287": {"title": "Differentially Private Densest Subgraph Detection", "authors": ["Dung Nguyen", "Anil Vullikanti"], "publication": "Accepted by ICML 2021", "year": "2021", "tags": ["cs.DS", "cs.AI", "cs.CR"]}, "2105.12971": {"title": "Joint-DetNAS: Upgrade Your Detector with NAS, Pruning and Dynamic Distillation", "authors": ["Lewei Yao", "Renjie Pi", "Hang Xu", "Wei Zhang", "Zhenguo Li", "Tong Zhang"], "publication": "Accepted by CVPR 2021", "year": "2021", "tags": ["cs.CV", "cs.AI"]}, "2105.12774": {"title": "DSLR: Dynamic to Static LiDAR Scan Reconstruction Using Adversarially Trained Autoencoder", "authors": ["Prashant Kumar", "Sabyasachi Sahoo", "Vanshil Shah", "Vineetha Kondameedi", "Abhinav Jain", "Akshaj Verma", "Chiranjib Bhattacharyya", "Vinay Viswanathan"], "publication": "17 pages, 15 figures, Accepted at AAAI 2021", "year": "2021", "tags": ["cs.CV", "cs.AI", "cs.LG", "cs.RO"]}, "2105.12628": {"title": "Predict then Interpolate: A Simple Algorithm to Learn Stable Classifiers", "authors": ["Yujia Bao", "Shiyu Chang", "Regina Barzilay"], "publication": "ICML 2021", "year": "2021", "tags": ["cs.LG", "cs.AI", "cs.CL", "cs.CV"]}, "2105.12436": {"title": "Social-IWSTCNN: A Social Interaction-Weighted Spatio-Temporal Convolutional Neural Network for Pedestrian Trajectory Prediction in Urban Traffic Scenarios", "authors": ["Chi Zhang", "Christian Berger", "Marco Dozza"], "publication": "8 pages, 4 figures. Accepted in IEEE Intelligent Vehicles Symposium (IV), 2021", "year": "2021", "tags": ["cs.CV", "cs.AI", "cs.LG"]}, "2105.12031": {"title": "An Integrated Dynamic Method for Allocating Roles and Planning Tasks for Mixed Human-Robot Teams", "authors": ["Fabio Fusaro", "Edoardo Lamon", "Elena De Momi", "Arash Ajoudani"], "publication": "6 pages, 5 figures, submitted to the 30th IEEE International Conference on Robot and Human Interactive Communication", "year": "2021", "tags": ["cs.RO", "cs.AI"]}, "2105.11738": {"title": "FENXI: Deep-learning Traffic Analytics at the Edge", "authors": ["Massimo Gallo", "Alessandro Finamore", "Gwendal Simon", "Dario Rossi"], "publication": "14 pages, 12 figures. Accepted for publication at the Sixth ACM/IEEE Symposium on Edge Computing (SEC'21), December 2021", "year": "2021", "tags": ["cs.NI", "cs.AI"]}, "2105.11654": {"title": "Optimal ANN-SNN Conversion for Fast and Accurate Inference in Deep Spiking Neural Networks", "authors": ["Jianhao Ding", "Zhaofei Yu", "Yonghong Tian", "Tiejun Huang"], "publication": "9 pages, 7 figures, 2 tables. To appear in the 30th International Joint Conference on Artificial Intelligence (IJCAI 2021)", "year": "2021", "tags": ["cs.NE", "cs.AI", "cs.CV", "cs.LG"]}, "2105.11549": {"title": "Deep Descriptive Clustering", "authors": ["Hongjing Zhang", "Ian Davidson"], "publication": "Paper accepted at IJCAI 2021", "year": "2021", "tags": ["cs.LG", "cs.AI"]}, "2105.11228": {"title": "Towards Compact CNNs via Collaborative Compression", "authors": ["Yuchao Li", "Shaohui Lin", "Jianzhuang Liu", "Qixiang Ye", "Mengdi Wang", "Fei Chao", "Fan Yang", "Jincheng Ma", "Qi Tian", "Rongrong Ji"], "publication": "This paper is published in CVPR 2021", "year": "2021", "tags": ["cs.CV", "cs.AI"]}, "2105.11119": {"title": "Abusive Language Detection in Heterogeneous Contexts: Dataset Collection and the Role of Supervised Attention", "authors": ["Hongyu Gong", "Alberto Valido", "Katherine M. Ingram", "Giulia Fanti", "Suma Bhat", "Dorothy L. Espelage"], "publication": "AAAI 2021 (AI for Social Impact track)", "year": "2021", "tags": ["cs.CL", "cs.AI"]}, "2105.11028": {"title": "Fast Federated Learning by Balancing Communication Trade-Offs", "authors": ["Milad Khademi Nori", "Sangseok Yun", "Il-Min Kim"], "publication": "14 pages, 24 figures, accepted for publication in IEEE Transactions on Communications", "year": "2021", "tags": ["cs.LG", "cs.AI", "cs.DC", "cs.NE"]}, "2105.11000": {"title": "Who/What is My Teammate? Team Composition Considerations in Human-AI Teaming", "authors": ["Nathan J. McNeese", "Beau G. Schelble", "Lorenzo Barberis Canonico", "Mustafa Demir"], "publication": "12 Pages, 6 Figures, IEEE Transactions on Human-Machine Systems", "year": "2021", "tags": ["cs.HC", "cs.AI"]}, "2105.10762": {"title": "AutoLRS: Automatic Learning-Rate Schedule by Bayesian Optimization on the Fly", "authors": ["Yuchen Jin", "Tianyi Zhou", "Liangyu Zhao", "Yibo Zhu", "Chuanxiong Guo", "Marco Canini", "Arvind Krishnamurthy"], "publication": "Published as a conference paper at ICLR 2021", "year": "2021", "tags": ["cs.LG", "cs.AI"]}, "2105.10377": {"title": "Dynamic Filters in Graph Convolutional Neural Networks", "authors": ["Andrea Apicella", "Francesco Isgr\u00f2", "Andrea Pollastro", "Roberto Prevete"], "publication": "This work has been submitted to the IEEE for possible publication. Copyright may be transferred without notice, after which this version may no longer be accessible", "year": "2021", "tags": ["cs.LG", "cs.AI"]}, "2105.10311": {"title": "Pretrained Language Models for Text Generation: A Survey", "authors": ["Junyi Li", "Tianyi Tang", "Wayne Xin Zhao", "Ji-Rong Wen"], "publication": "Accepted by IJCAI 2021 Survey Track", "year": "2021", "tags": ["cs.CL", "cs.AI"]}, "2105.10278": {"title": "On Explaining Random Forests with SAT", "authors": ["Yacine Izza", "Joao Marques-Silva"], "publication": "8 pages, 1 figure, 1 table, IJCAI 2021", "year": "2021", "tags": ["cs.LG", "cs.AI"]}, "2105.10064": {"title": "Fair and Efficient Resource Allocation with Partial Information", "authors": ["Daniel Halpern", "Nisarg Shah"], "publication": "Appears in the Proceedings of IJCAI 2021", "year": "2021", "tags": ["cs.GT", "cs.AI"]}, "2105.10053": {"title": "A Rule Mining-Based Advanced Persistent Threats Detection System", "authors": ["Sidahmed Benabderrahmane", "Ghita Berrada", "James Cheney", "Petko Valtchev"], "publication": "To appear, IJCAI 2021", "year": "2021", "tags": ["cs.CR", "cs.AI"]}, "2105.10037": {"title": "Cross-domain Imitation from Observations", "authors": ["Dripta S. Raychaudhuri", "Sujoy Paul", "Jeroen van Baar", "Amit K. Roy-Chowdhury"], "publication": "Accepted at ICML 2021 as a long presentation", "year": "2021", "tags": ["cs.LG", "cs.AI"]}, "2105.10014": {"title": "Evaluating Robustness over High Level Driving Instruction for Autonomous Driving", "authors": ["Florence Carton", "David Filliat", "Jaonary Rabarisoa", "Quoc Cuong Pham"], "publication": "Accepted to IV21, 32nd IEEE Intelligent Vehicles Symposium", "year": "2021", "tags": ["cs.LG", "cs.AI", "cs.CV", "cs.RO"]}, "2105.10005": {"title": "Robust Unsupervised Multi-Object Tracking in Noisy Environments", "authors": ["C. -H. Huck Yang", "Mohit Chhabra", "Y. -C. Liu", "Quan Kong", "Tomoaki Yoshinaga", "Tomokazu Murakami"], "publication": "Accepted to IEEE ICIP 2021", "year": "2021", "tags": ["cs.CV", "cs.AI", "cs.LG", "cs.MM", "cs.NE"]}, "2105.09685": {"title": "Simple Transparent Adversarial Examples", "authors": ["Jaydeep Borkar", "Pin-Yu Chen"], "publication": "14 pages, 9 figures, Published at ICLR 2021 Workshop on Security and Safety in Machine Learning Systems", "year": "2021", "tags": ["cs.CV", "cs.AI", "cs.CR", "cs.LG"]}, "2105.09452": {"title": "Minimum-Delay Adaptation in Non-Stationary Reinforcement Learning via Online High-Confidence Change-Point Detection", "authors": ["Lucas N. Alegre", "Ana L. C. Bazzan", "Bruno C. da Silva"], "publication": "Published at Proc. of the 20th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2021)", "year": "2021", "tags": ["cs.LG", "cs.AI"]}, "2105.09386": {"title": "Surprisingly Popular Voting Recovers Rankings, Surprisingly!", "authors": ["Hadi Hosseini", "Debmalya Mandal", "Nisarg Shah", "Kevin Shi"], "publication": "Forthcoming at IJCAI-2021", "year": "2021", "tags": ["cs.GT", "cs.AI", "cs.MA"]}, "2105.09383": {"title": "Guaranteeing Maximin Shares: Some Agents Left Behind", "authors": ["Hadi Hosseini", "Andrew Searns"], "publication": "Full version of a paper accepted to IJCAI 2021", "year": "2021", "tags": ["cs.GT", "cs.AI", "econ.TH"]}, "2105.09124": {"title": "Learn Fine-grained Adaptive Loss for Multiple Anatomical Landmark Detection in Medical Images", "authors": ["Guang-Quan Zhou", "Juzheng Miao", "Xin Yang", "Rui Li", "En-Ze Huo", "Wenlong Shi", "Yuhao Huang", "Jikuan Qian", "Chaoyu Chen", "Dong Ni"], "publication": "12 pages, 10 figures, accepted by IEEE Journal of Biomedical and Health Informatics", "year": "2021", "tags": ["cs.CV", "cs.AI", "cs.LG"]}, "2105.08741": {"title": "Machine learning on knowledge graphs for context-aware security monitoring", "authors": ["Josep Soler Garrido", "Dominik Dold", "Johannes Frank"], "publication": "Accepted for publication at IEEE-CSR 2021. Data is available on https://github.com/dodo47/cyberML", "year": "2021", "tags": ["cs.CR", "cs.AI", "cs.LG"]}}