AAAI 2021

1,961 papers

Fashion Focus: Multi-modal Retrieval System for Video Commodity Localization in E-commerce

Yanhao Zhang, Qiang Wang, PAN PAN, Yun Zheng, Cheng Da

MMKE: A Multi-Model Knowledge Extraction System from Unstructured Texts

Qian-Wen Zhang, Zhao Yan, Tianyang Zhao, Shi-Wei Zhang, Meng Yao

TAILOR: Teaching with Active and Incremental Learning for Object Registration

Qianli Xu, Nicolas Gauthier, Wenyu Liang, Fen Fang, Hui Li Tan

IFDDS: An Anti-fraud Outbound Robot

Zihao Wang, Minghui Yang, Chunxiang Jin, Jia Liu, Zujie Wen

CogNet: Bridging Linguistic Knowledge, World Knowledge and Commonsense Knowledge

Chenhao Wang, Yubo Chen, Zhipeng Xue, Yang Zhou, Jun Zhao

EasyASR: A Distributed Machine Learning Platform for End-to-end Automatic Speech Recognition

Chengyu Wang, Mengli Cheng, Xu Hu, Jun Huang

The Active Sensing Testbed

Lee Stearns, Neil Fendley, Ashley J. Llorens

ITRIX - an AI Enabled Solution for Orchestration of Recovery Instructions

Wanita Sherchan, Garfield Vaughn, Shaila Pervin, Bryan Barone

Software for Agent-based Network Simulation and Visualization

Patrick Shepherd, Isaac Batts, Judy Goldsmith, Emory Hufbauer, Mia Weaver

Accelerating Data Discovery with an Ontology-driven Tool for an Enterprise-scale Data Lake Environment

Satyajeet Raje, Karina Kervin, Nergal Issaie, Madhu Channapatna

Integrating Pre-trained Model into Rule-based Dialogue Management

Jun Quan, Meng Yang, Qiang Gan, Deyi Xiong, Yiming Liu

SkeletonVis: Interactive Visualization for Understanding Adversarial Attacks on Human Action Recognition Models

Haekyu Park, Zijie J. Wang, Nilaksh Das, Anindya S. Paul, Pruthvi Perumalla

i-Parser: Interactive Parser Development Kit for Natural Language Processing

Gaku Morio, Hiroaki Ozaki, Yuta Koreeda, Terufumi Morishita, Toshinori Miyoshi

RadarMath: An Intelligent Tutoring System for Math Education

Yu Lu, Yang Pian, Penghe Chen, Qinggang Meng, Yunbo Cao

ACAT-G: An Interactive Learning Framework for Assisted Response Generation

Xueyuan Lu, Saurav Sahay, Zhou Yu, Lama Nachman

The Adapter-Bot: All-In-One Controllable Conversational Model

Zhaojiang Lin, Andrea Madotto, Yejin Bang, Pascale Fung

DeepRobust: a Platform for Adversarial Attacks and Defenses

Yaxin Li, Wei Jin, Han Xu, Jiliang Tang

A Novel Mountain Driving Unity Simulated Environment for Autonomous Vehicles

Xiaohu Li, Zehong Cao, Quan Bai

CamouFinder: Finding Camouflaged Instances in Images

Trung-Nghia Le, Vuong Nguyen, Cong Le, Tan-Cong Nguyen, Minh-Triet Tran

Interactive Video Object Mask Annotation

Trung-Nghia Le, Tam V. Nguyen, Quoc-Cuong Tran, Lam Nguyen, Trung-Hieu Hoang

Proof of Learning (PoLe): Empowering Machine Learning with Consensus Building on Blockchains (Demo)

Yixiao Lan, Yuan Liu, Boyang Li, Chunyan Miao

TODS: An Automated Time Series Outlier Detection System

Kwei-Herng Lai, Daochen Zha, Guanchu Wang, Junjie Xu, Yue Zhao

Democratizing Constraint Satisfaction Problems through Machine Learning

Mohit Kumar, Samuel Kolb, Clement Gautrais, Luc De Raedt

Business Entity Matching with Siamese Graph Convolutional Networks

Evgeny Krivosheev, Mattia Atzeni, Katsiaryna Mirylenka, Paolo Scotton, Christoph Miksovic

RADAR-X: An Interactive Interface Pairing Contrastive Explanations with Revised Plan Suggestions

Valmeekam Karthik, Sarath Sreedharan, Sailik Sengupta, Subbarao Kambhampati

Mobile-based Clock Drawing Test for Detecting Early Signs of Dementia

Hongchao Jiang, Yanci Zhang, Zhiwei Zeng, Jun Ji, Yu Wang

AI-Empowered Decision Support for COVID-19 Social Distancing

Hongchao Jiang, Wei Yang Bryan Lim, Jer Shyuan Ng, Harold Ze Chie Teng, Han Yu

EasyRL: A Simple and Extensible Reinforcement Learning Framework

Neil Hulbert, Sam Spillers, Brandon Francis, James Haines-Temons, Ken Gil Romero

Dialog Router: Automated Dialog Transition via Multi-Task Learning

Ziming Huang, Zhuoxuan Jiang, Hao Chen, Xue Han, Yabin Dang

NEO: A System for Identifying New Emerging Occupation from Job Ads

Anna Giabelli, Lorenzo Malandri, Fabio Mercorio, Mario Mezzanzanica, Andrea Seveso

IBM Scenario Planning Advisor: A Neuro-Symbolic ERM Solution

Mark Feblowitz, Oktie Hassanzadeh, Michael Katz, Shirin Sohrabi, Kavitha Srinivas

KAAPA: Knowledge Aware Answers from PDF Analysis

Nicolas Fauceglia, Mustafa Canim, Alfio Gliozzo, Jennifer J Liang, Nancy Xin Ru Wang

Doc2Bot: Document grounded Bot Framework

Kshitij Fadnis, Pankaj Dhoolia, Li Zhu, Q. Vera Liao, Steven Ross

Bootstrapping Dialog Models from Human to Human Conversation Logs

Pankaj Dhoolia, Vineet Kumar, Danish Contractor, Sachindra Joshi

Juice: A Julia Package for Logic and Probabilistic Circuits

Meihua Dang, Pasha Khosravi, Yitao Liang, Antonio Vergari, Guy Van den Broeck

Demonstration of the EMPATHIC Framework for Task Learning from Implicit Human Feedback

Yuchen Cui, Qiping Zhang, Sahil Jain, Alessandro Allievi, Peter Stone

ESO-MAPF: Bridging Discrete Planning and Continuous Execution in Multi-Agent Pathfinding

Ján Chudý, Pavel Surynek

OPRA: An Open-Source Online Preference Reporting and Aggregation System

Yiwei Chen, Jingwen Qian, Junming Wang, Lirong Xia, Gavriel Zahavi

An Intelligent Assistant for Problem Behavior Management

Penghe Chen, Yu Lu, Jiefei Liu, Qi Xu

A Health-friendly Speaker Verification System Supporting Mask Wearing

Chaotao Chen, Di Jiang, Jinhua Peng, Rongzhong Lian, Chen Jason Zhang

AutoText: An End-to-End AutoAI Framework for Text

Arunima Chaudhary, Alayt Issak, Kiran Kate, Yannis Katsis, Abel Valente

A Compression-Compilation Co-Design Framework Towards Real-Time Object Detection on Mobile Devices

Yuxuan Cai, Geng Yuan, Hongjia Li, Wei Niu, Yanyu Li

VEGA: a Virtual Environment for Exploring Gender Bias vs. Accuracy Trade-offs in AI Translation Services

Mariana Bernagozzi, Biplav Srivastava, Francesca Rossi, Sheema Usmani

OzoMorph: Demonstrating Colored Multi-Agent Path Finding on Real Robots

Roman Barták, Jakub Mestek

Exploring the Efficacy of Generic Drugs in Treating Cancer

Ioana Baldini, Mariana Bernagozzi, Sulbha Aggarwal, Mihaela Bornea, Saksham Chawla

A Semantic Parsing and Reasoning-Based Approach to Knowledge Base Question Answering

Ibrahim Abdelaziz, Srinivas Ravishankar, Pavan Kapanipathi, Salim Roukos, Alexander Gray

Bison Hacks the Yard: Assisting Underrepresented Students Overcome Impostor Syndrome with Augmented Reality and Artificial Intelligence

Nicole Sullivan

MOTIF-Driven Contrastive Learning of Graph Representations

Arjun Subramonian

Investigating Methods of Balancing Inequality and Efficiency in Ride Pooling

Naveen Raman

Predictive Agent-Based Modeling of Natural Disasters Using Machine Learning

Favour Nerrise

Use of Computer Vision to Develop a Device to Assist Visually Impaired People with Social Distance.

Lucas Nadolskis

Efficient Robust Music Genre Classification with Depthwise Separable Convolutions and Source Separation

Gabriel Mersy

Exploration of Unknown Environments Using Deep Reinforcement Learning

Joseph McCalmon

Affect-Aware Machine Learning Models for Deception Detection

Leena Mathur

Probabilistic Robustness Quantification of Neural Networks

Gopi Kishan

The Price of Anarchy in ROSCAS with Risk Averse Agents

Christian Ikeokwu

Using Remote Sensing Imagery and Machine Learning to Predict Poaching in Wildlife Conservation Parks

Rachel Guo

Analyzing Games with a Variable Number of Players

Madelyn Gatchel

Text Analysis for Understanding Symptoms of Social Anxiety in Student Veterans

Morgan Byers, Vangelis Metsis

Evolving Spiking Circuit Motifs Using Weight Agnostic Neural Networks

Abrar Anwar

State-Wise Adaptive Discounting from Experience (SADE): A Novel Discounting Scheme for Reinforcement Learning (Student Abstract)

Milan Zinzuvadiya, Vahid Behzadan

Knowledge-aware Dialogue Generation with Hybrid Attention (Student Abstract)

Yaru Zhao, Bo Cheng, Yingying Zhang

LAMS: A Location-aware Approach for Multimodal Summarization (Student Abstract)

Zhengkun Zhang, Jun Wang, Zhe Sun, Zhenglu Yang

Incorporating Bidirection-Interactive Information and Semantic Features for Relational Facts Extraction (Student Abstract)

Yang Yu, Guohua Wang, Haopeng Ren, Yi Cai

Modeling High-order Interactions across Multi-interests for Micro-video Reommendation (Student Abstract)

Dong Yao, Shengyu Zhang, Zhou Zhao, Wenyan Fan, jieming zhu

Contextual Bandits with Delayed Feedback and Semi-supervised Learning (Student Abstract)

Luting Yang, Jianyi Yang, Shaolei Ren

Zera-Shot Sentiment Analysis for Code-Mixed Data

Siddharth Yadav, Tanmoy Chakraborty

Improving the Morphology and Control Policy of Self-reconfiguring Modular Robots in Dynamic Environment (Student Abstract)

Dong Xue, Qiang Lu, Jian Li

Enhancing Context-Based Meta-Reinforcement Learning Algorithms via An Efficient Task Encoder (Student Abstract)

Feng Xu, Shengyi Jiang, Hao Yin, Zongzhang Zhang, Yang Yu

Change or Not: A Simple Approach for Plug and Play Language Models on Sentiment Control

Chen Xu, Jianyu Zhao, Rang Li, Changjian Hu, Chuangbai Xiao

MMIM: An Interpretable Regularization Method for Neural Networks (Student Abstract)

Nan Xie, Yuexian Hou

A Double Phases Generation Network for Yes or No Question Generation (Student Abstract)

Jiayuan Xie, Feng Chen, Yi Cai, Zehang Lin

Local Search for Diversified Top-k s-plex Search Problem (Student Abstract)

Jun Wu, Minghao Yin

LB-DESPOT: Efficient Online POMDP Planning Considering Lower Bound in Action Selection (Student Abstract)

Chenyang Wu, Rui Kong, Guoyu Yang, Xianghan Kong, Zongzhang Zhang

Towards Extracting Graph Neural Network Models via Prediction Queries (Student Abstract)

Bang Wu, Shirui Pan, Xingliang Yuan

Remember More by Recalling Less: Investigating the Role of Batch Size in Continual Learning with Experience Replay (Student Abstract)

Maciej Wołczyk, Andrii Krutsylo

Measuring Vegetation Density in Marsh Grass Photographs Using Deep Neural Networks (Student Abstract)

Lucas Welch, Xudong Liu

Extending Policy Shaping to Continuous State Spaces (Student Abstract)

Thomas Wei, Taylor A. Kessler Faulkner, Andrea L. Thomaz

Multi-label Few-shot Learning with Semantic Inference (Student Abstract)

Zhen Wang, Yiqun Duan, Liu Liu, Dacheng Tao

Is Each Layer Non-trivial in CNN? (Student Abstract)

Wei Wang, Yanjie Zhu, Zhuoxu Cui, Dong Liang

Chinese Character Image Clustering and Classification Based on Object Embedding Model (Student Abstract)

Mengting Wang, Xun Liang, Yang Xue

A New Robust Subspace Recovery Algorithm (Student Abstract)

Guihong Wan, Haim Schweitzer

Mining Intelligent Patterns using SVAC for Precision Agriculture and Optimizing Irrigation (Student Abstract)

Vishal Vinod, Vipul Gaurav, Tushar Sharma, Savita Choudhary

FACS: Fast Code-based Algorithm for Coalition Structure Generation (Student Abstract)

Redha Taguelmimt, Samir Aknine, Djamila Boukredera, Narayan Changder

WildfireNet: Predicting Wildfire Profiles (Student Abstract)

Samuel Sung, Yuping Li, Leonard Ortolano

Semi-Supervised Learning via Triplet Network Based Active Learning (Student Abstract)

Divyanshu Sundriyal, Soumyadeep Ghosh, Mayank Vatsa, Richa Singh

Sampling Partial Acyclic Orientations in Chordal Graphs by the Lovasz Local Lemma (Student Abstract)

Wenbo Sun, Ivona Bezáková

Scalable Partial Explainability in Neural Networks via Flexible Activation Functions (Student Abstract)

Schyler C. Sun, Chen Li, Zhuangkun Wei, Antonios Tsourdos, Weisi Guo

SecDD: Efficient and Secure Method for Remotely Training Neural Networks (Student Abstract)

Ilia Sucholutsky, Matthias Schonlau

Learning to Enhance Visual Quality via Hyperspectral Domain Mapping (Student Abstract)

Harsh Sinha, Aditya Mehta, Murari Mandal, Pratik Narang

Mental Actions and Explainability in Kripkean Semantics: What Else do I Know? (Student Abstract)

Shikha Singh, Deepak Khemani

Neuro-Symbolic Techniques for Description Logic Reasoning (Student Abstract)

Gunjan Singh, Sutapa Mondal, Sumit Bhatia, Raghava Mutharaju

Quantum Binary Classification (Student Abstract)

Carla Silva, Ana Aguiar, Inês Dutra

Attention Beam: An Image Captioning Approach (Student Abstract)

Anubhav Shrimal, Tanmoy Chakraborty

Skills2Job: A Recommender System that Encodes Job Offer Embeddings on Graph Databases (Student Abstract)

Andrea Seveso, Anna Giabelli, Lorenzo Malandri, Fabio Mercorio, Mario Mezzanzanica

Data Domain Change and Feature Selection to Predict Cardiac Pathology with a 2D Clinical Dataset and Convolutional Neural Networks (Student Abstract)

Mário Serra Neto, Marco Mollinetti, Inês Dutra

Are Chess Discussions Racist? An Adversarial Hate Speech Data Set (Student Abstract)

Rupak Sarkar, Ashiqur R. KhudaBukhsh

Generating Long Financial Report using Conditional Variational Autoencoders with Knowledge Distillation

Yunpeng Ren, Ziao Wang, Yiyuan Wang, Xiaofeng Zhang

Automatic Optimal Multi-Agent Path Finding Algorithm Selector (Student Abstract)

Jingyao Ren, Vikraman Sathiyanarayanan, Eric Ewing, Baskin Senbaslar, Nora Ayanian

SSA2D: Single Shot Actor-Action Detection in Videos (Student Abstract)

Aayush Jung Rana, Yogesh S Rawat