06-02-2021
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COM2SENSE: A Commonsense Reasoning Benchmark with
Complementary Sentences
by
Shikhar Singh
et al
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06-03-2021
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The Smoothed Satisfaction of Voting Axioms
by
Lirong Xia
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06-03-2021
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Fairness-Aware Unsupervised Feature Selection
by
Xiaoying Xing
et al
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06-01-2021
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Large-scale, Dynamic and Distributed Coalition
Formation with Spatial and Temporal Constraints
by
Luca Capezzuto
et al
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06-01-2021
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To trust or not to trust an explanation: using LEAF to
evaluate local linear XAI methods
by
Elvio G. Amparore
et al
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06-01-2021
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Statistical Mechanics of Neural Processing of Object
Manifolds
by
SueYeon Chung
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06-01-2021
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What Ingredients Make for an Effective Crowdsourcing
Protocol for Difficult NLU Data Collection Tasks?
by
Nikita Nangia
et al
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06-01-2021
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QLSD: Quantised Langevin stochastic dynamics for
Bayesian federated learning
by
Maxime Vono
et al
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06-03-2021
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Enabling Lightweight Fine-tuning for Pre-trained
Language Model Compression based on Matrix Product
Operators
by
Peiyu Liu
et al
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06-03-2021
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Detecting and Adapting to Novelty in Games
by
Xiangyu Peng
et al
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06-03-2021
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Stochastic Iterative Graph Matching
by
Linfeng Liu
et al
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06-04-2021
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CAFLOW: Conditional Autoregressive Flows
by
Georgios Batzolis
et al
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06-02-2021
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Optimization of Heterogeneous Systems with AI Planning
Heuristics and Machine Learning: A Performance and
Energy Aware Approach
by
Suejb Memeti
et al
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06-02-2021
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A Span Extraction Approach for Information Extraction
on Visually-Rich Documents
by
Tuan-Anh D. Nguyen
et al
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06-01-2021
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Understanding peacefulness through the world news
by
Vasiliki Voukelatou
et al
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06-04-2021
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Minimum Word Error Rate Training with Language Model
Fusion for End-to-End Speech Recognition
by
Zhong Meng
et al
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06-01-2021
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Student Performance Prediction Using Dynamic Neural
Models
by
Marina Delianidi
et al
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06-03-2021
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Memory Approximate Message Passing
by
Lei Liu
et al
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06-03-2021
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Attack Prediction using Hidden Markov Model
by
Shuvalaxmi Dass
et al
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06-04-2021
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Towards Fairness Certification in Artificial
Intelligence
by
Tatiana Tommasi
et al
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06-01-2021
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Network and Physical Layer Attacks and countermeasures
to AI-Enabled 6G O-RAN
by
Talha F. Rahman
et al
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06-04-2021
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COINS: Dynamically Generating COntextualized Inference
Rules for Narrative Story Completion
by
Debjit Paul
et al
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06-02-2021
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Attention-based Contextual Language Model Adaptation
for Speech Recognition
by
Richard Diehl Martinez
et al
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06-01-2021
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Solving Large-Scale Extensive-Form Network Security
Games via Neural Fictitious Self-Play
by
Wanqi Xue
et al
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06-02-2021
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JUMBO: Scalable Multi-task Bayesian Optimization using
Offline Data
by
Kourosh Hakhamaneshi
et al
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06-01-2021
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Shapley Counterfactual Credits for Multi-Agent
Reinforcement Learning
by
Jiahui Li
et al
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06-03-2021
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Convolutional Neural Network(CNN/ConvNet) in Stock
Price Movement Prediction
by
Kunal Bhardwaj
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06-03-2021
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Language Scaling for Universal Suggested Replies Model
by
Qianlan Ying
et al
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06-02-2021
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Addressing the Long-term Impact of ML Decisions via
Policy Regret
by
David Lindner
et al
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06-02-2021
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Smooth Q-learning: Accelerate Convergence of Q-learning
Using Similarity
by
Wei Liao
et al
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06-01-2021
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Analysis of classifiers robust to noisy labels
by
Alex Díaz
et al
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06-03-2021
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Convergent Graph Solvers
by
Junyoung Park
et al
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06-03-2021
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Rich dynamics caused by known biological brain network
features resulting in stateful networks
by
Udaya B. Rongala
et al
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06-02-2021
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Causal Discovery in Knowledge Graphs by Exploiting
Asymmetric Properties of Non-Gaussian Distributions
by
Rohan Giriraj
et al
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06-03-2021
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Conversations Are Not Flat: Modeling the Dynamic
Information Flow across Dialogue Utterances
by
Zekang Li
et al
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06-03-2021
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Materials Representation and Transfer Learning for
Multi-Property Prediction
by
Shufeng Kong
et al
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06-01-2021
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Value propagation-based spatio-temporal interpolation
inspired by Markov reward processes
by
Laurens Arp
et al
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06-03-2021
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RL-DARTS: Differentiable Architecture Search for
Reinforcement Learning
by
Yingjie Miao
et al
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06-03-2021
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Addressing Inquiries about History: An Efficient and
Practical Framework for Evaluating Open-domain Chatbot
Consistency
by
Zekang Li
et al
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06-03-2021
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ZmBART: An Unsupervised Cross-lingual Transfer
Framework for Language Generation
by
Kaushal Kumar Maurya
et al
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06-03-2021
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Data-Driven Design-by-Analogy: State of the Art and
Future Directions
by
Shuo Jiang
et al
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06-04-2021
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FedCCEA : A Practical Approach of Client Contribution
Evaluation for Federated Learning
by
Sung Kuk Shyn
et al
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06-04-2021
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NeuraCrypt: Hiding Private Health Data via Random
Neural Networks for Public Training
by
Adam Yala
et al
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06-02-2021
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Ethical-Advice Taker: Do Language Models Understand
Natural Language Interventions?
by
Jieyu Zhao
et al
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06-03-2021
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Discovering Chatbots Self-Disclosures Impact on User
Trust, Affinity, and Recommendation Effectiveness
by
Kai-Hui Liang
et al
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06-01-2021
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Exploiting Global Contextual Information for
Document-level Named Entity Recognition
by
Zanbo Wang
et al
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06-02-2021
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A Generalizable Approach to Learning Optimizers
by
Diogo Almeida
et al
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06-03-2021
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Modeling Communication to Coordinate Perspectives in
Cooperation
by
Stephanie Stacy
et al
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06-03-2021
|
Heart Sound Classification Considering Additive Noise
and Convolutional Distortion
by
Farhat Binte Azam
et al
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06-03-2021
|
Self-Supervised Learning of Event-Based Optical Flow
with Spiking Neural Networks
by
Federico Paredes-Vallés
et al
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06-01-2021
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Search from History and Reason for Future: Two-stage
Reasoning on Temporal Knowledge Graphs
by
Zixuan Li
et al
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06-02-2021
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Global-Selector: A New Benchmark Dataset and Model
Architecture for Multi-turn Response Selection
by
Chiyu Song
et al
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06-02-2021
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Towards Robust Classification Model by Counterfactual
and Invariant Data Generation
by
Chun-Hao Chang
et al
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06-01-2021
|
A Unified Cognitive Learning Framework for Adapting to
Dynamic Environment and Tasks
by
Qihui Wu
et al
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06-04-2021
|
AI Driven Road Maintenance Inspection
by
Ratnajit Mukherjee
et al
|
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06-04-2021
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Be Considerate: Objectives, Side Effects, and Deciding
How to Act
by
Parand Alizadeh Alamdari
et al
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06-02-2021
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OctoPath: An OcTree Based Self-Supervised Learning
Approach to Local Trajectory Planning for Mobile Robots
by
Bogdan Trasnea
et al
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06-02-2021
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Few-Shot Partial-Label Learning
by
Yunfeng Zhao
et al
|
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06-04-2021
|
Online reinforcement learning with sparse rewards
through an active inference capsule
by
Alejandro Daniel Noel
et al
|
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06-03-2021
|
Optimization Variance: Exploring Generalization
Properties of DNNs
by
Xiao Zhang
et al
|
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06-02-2021
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Data augmentation and pre-trained networks for
extremely low data regimes unsupervised visual
inspection
by
Pierre Gutierrez
et al
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06-01-2021
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Reward is enough for convex MDPs
by
Tom Zahavy
et al
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06-01-2021
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OpenBox: A Generalized Black-box Optimization Service
by
Yang Li
et al
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06-01-2021
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Cooperative Multi-Agent Transfer Learning with
Level-Adaptive Credit Assignment
by
Tianze Zhou
et al
|
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06-01-2021
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CIDER: Commonsense Inference for Dialogue Explanation
and Reasoning
by
Deepanway Ghosal
et al
|
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06-03-2021
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Anticipative Video Transformer
by
Rohit Girdhar
et al
|
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06-04-2021
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A Survey on Deep Domain Adaptation for LiDAR Perception
by
Larissa T. Triess
et al
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06-03-2021
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Winning the War by (Strategically) Losing Battles:
Settling the Complexity of Grundy-Values in Undirected
Geography
by
Kyle Burke
et al
|
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06-02-2021
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Not All Knowledge Is Created Equal
by
Ziyun Li
et al
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06-03-2021
|
Defending Democracy: Using Deep Learning to Identify
and Prevent Misinformation
by
Anusua Trivedi
et al
|
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06-04-2021
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Understanding and Countering Stereotypes: A
Computational Approach to the Stereotype Content Model
by
Kathleen C. Fraser
et al
|
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06-02-2021
|
On the Convergence Rate of Off-Policy Policy
Optimization Methods with Density-Ratio Correction
by
Jiawei Huang
et al
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06-02-2021
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NVC-Net: End-to-End Adversarial Voice Conversion
by
Bac Nguyen
et al
|
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06-02-2021
|
Sequence to General Tree: Knowledge-Guided Geometry
Word Problem Solving
by
Shih-hung Tsai
et al
|
|
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06-03-2021
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E2E-VLP: End-to-End Vision-Language Pre-training
Enhanced by Visual Learning
by
Haiyang Xu
et al
|
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06-02-2021
|
A Privacy-Preserving and Trustable Multi-agent Learning
Framework
by
Anudit Nagar
et al
|
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06-04-2021
|
Extreme sparsity gives rise to functional
specialization
by
Gabriel Béna
et al
|
|
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06-01-2021
|
KGPool: Dynamic Knowledge Graph Context Selection for
Relation Extraction
by
Abhishek Nadgeri
et al
|
|
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06-01-2021
|
More Behind Your Electricity Bill: a Dual-DNN Approach
to Non-Intrusive Load Monitoring
by
Yu Zhang
et al
|
|
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06-02-2021
|
Database Reasoning Over Text
by
James Thorne
et al
|
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06-03-2021
|
Lifetime policy reuse and the importance of task
capacity
by
David M. Bossens
et al
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06-01-2021
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What Matters for Adversarial Imitation Learning?
by
Manu Orsini
et al
|
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06-02-2021
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Knowing More About Questions Can Help: Improving
Calibration in Question Answering
by
Shujian Zhang
et al
|
|
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06-03-2021
|
Learning and Executing Re-usable Behaviour Trees from
Natural Language Instruction
by
Gavin Suddrey
et al
|
|
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06-03-2021
|
Hierarchical Representation Learning for Markov
Decision Processes
by
Lorenzo Steccanella
et al
|
|
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06-01-2021
|
An Entropy Regularization Free Mechanism for
Policy-based Reinforcement Learning
by
Changnan Xiao
et al
|
|
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06-01-2021
|
Uncertainty Characteristics Curves: A Systematic
Assessment of Prediction Intervals
by
Jiri Navratil
et al
|
|
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06-04-2021
|
Light Field Networks: Neural Scene Representations with
Single-Evaluation Rendering
by
Vincent Sitzmann
et al
|
|
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06-04-2021
|
Alexa, Google, Siri: What are Your Pronouns? Gender and
Anthropomorphism in the Design and Perception of
Conversational Assistants
by
Gavin Abercrombie
et al
|
|
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06-02-2021
|
FedHealth 2: Weighted Federated Transfer Learning via
Batch Normalization for Personalized Healthcare
by
Yiqiang Chen
et al
|
|
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06-02-2021
|
SocAoG: Incremental Graph Parsing for Social Relation
Inference in Dialogues
by
Liang Qiu
et al
|
|
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|
06-01-2021
|
You Only Look at One Sequence: Rethinking Transformer
in Vision through Object Detection
by
Yuxin Fang
et al
|
|
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06-01-2021
|
Markpainting: Adversarial Machine Learning meets
Inpainting
by
David Khachaturov
et al
|
|
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06-01-2021
|
Discovering Diverse Nearly Optimal Policies
withSuccessor Features
by
Tom Zahavy
et al
|
|
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|
06-02-2021
|
On Efficiently Explaining Graph-Based Classifiers
by
Xuanxiang Huang
et al
|
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06-04-2021
|
How Good Is NLP? A Sober Look at NLP Tasks through the
Lens of Social Impact
by
Zhijing Jin
et al
|
|
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06-01-2021
|
Leveraging Pre-Images to Discover Nonlinear
Relationships in Multivariate Environments
by
M. Ali Vosoughi
et al
|
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