Embedding-based Product Retrieval in Taobao Search Jun 17, 2021 Open-Ended Question Answering Retrieval
— Unverified 0Learning to Disentangle GAN Fingerprint for Fake Image Attribution Jun 16, 2021 Fake Image Attribution Fake Image Detection
— Unverified 0SRIB Submission to Interspeech 2021 DiCOVA Challenge Jun 15, 2021 Data Augmentation Open-Ended Question Answering
— Unverified 0DORO: Distributional and Outlier Robust Optimization Jun 11, 2021 Open-Ended Question Answering
Code Code Available 1Impact of the mesoscale structure of a bipartite ecological interaction network on its robustness through a probabilistic modeling Jun 11, 2021 Open-Ended Question Answering
— Unverified 0Lower Bounds on Metropolized Sampling Methods for Well-Conditioned Distributions Jun 10, 2021 Open-Ended Question Answering
— Unverified 0Policy Finetuning: Bridging Sample-Efficient Offline and Online Reinforcement Learning Jun 9, 2021 Offline RL Open-Ended Question Answering
— Unverified 0Cooperative Stochastic Multi-agent Multi-armed Bandits Robust to Adversarial Corruptions Jun 8, 2021 Multi-Armed Bandits Open-Ended Question Answering
— Unverified 0The best of both worlds: stochastic and adversarial episodic MDPs with unknown transition Jun 8, 2021 Open-Ended Question Answering
— Unverified 0A Nonlinear Observability Analysis of Ambient Wind Estimation with Uncalibrated Sensors, Inspired by Insect Neural Encoding Jun 7, 2021 Open-Ended Question Answering
Code Code Available 0Improving Social Welfare While Preserving Autonomy via a Pareto Mediator Jun 7, 2021 Open-Ended Question Answering
— Unverified 0Escaping Saddle Points Faster with Stochastic Momentum Jun 5, 2021 Open-Ended Question Answering Stochastic Optimization
— Unverified 0Exposing the Implicit Energy Networks behind Masked Language Models via Metropolis--Hastings Jun 4, 2021 Language Modeling Language Modelling
— Unverified 0Dynamics of specialization in neural modules under resource constraints Jun 4, 2021 BIG-bench Machine Learning Open-Ended Question Answering
Code Code Available 0Covering Polygons is Even Harder Jun 4, 2021 Open-Ended Question Answering
— Unverified 0Reinforcement Learning reveals fundamental limits on the mixing of active particles May 28, 2021 Open-Ended Question Answering reinforcement-learning
— Unverified 0Unifying lower bounds on prediction dimension of convex surrogates May 21, 2021 Open-Ended Question Answering Prediction
— Unverified 0What Breaks The Curse of Dimensionality in Deep Learning? May 21, 2021 Deep Learning Open-Ended Question Answering
— Unverified 0Importance-related Fillers Improve the Classification Accuracy of the Response Time Concealed Information Test in a Crime Scenario May 1, 2021 Diagnostic Open-Ended Question Answering
— Unverified 0Online Product Feature Recommendations with Interpretable Machine Learning Apr 28, 2021 BIG-bench Machine Learning Interpretable Machine Learning
— Unverified 0Reinforcement Learning using Guided Observability Apr 22, 2021 Decision Making MuJoCo
— Unverified 0Exploiting Learned Policies in Focal Search Apr 21, 2021 Open-Ended Question Answering
— Unverified 0Locally Private k-Means in One Round Apr 20, 2021 Clustering Open-Ended Question Answering
— Unverified 0GooAQ: Open Question Answering with Diverse Answer Types Apr 18, 2021 Open-Ended Question Answering Question Answering
Code Code Available 1ASBERT: Siamese and Triplet network embedding for open question answering Apr 17, 2021 Answer Selection Network Embedding
— Unverified 0Training Humans to Train Robots Dynamic Motor Skills Apr 17, 2021 Open-Ended Question Answering
— Unverified 0Controlling extended criticality via modular connectivity Apr 16, 2021 Open-Ended Question Answering
— Unverified 0Improving the Efficiency and Robustness of Deepfakes Detection through Precise Geometric Features Apr 9, 2021 Open-Ended Question Answering
Code Code Available 1Towards understanding the power of quantum kernels in the NISQ era Mar 31, 2021 Open-Ended Question Answering Quantum Machine Learning
— Unverified 0BossNAS: Exploring Hybrid CNN-transformers with Block-wisely Self-supervised Neural Architecture Search Mar 23, 2021 Image Classification Neural Architecture Search
Code Code Available 1Using latent space regression to analyze and leverage compositionality in GANs Mar 18, 2021 Image Inpainting Open-Ended Question Answering
Code Code Available 1An Efficient Method for the Classification of Croplands in Scarce-Label Regions Mar 17, 2021 Classification Domain Adaptation
Code Code Available 0Linear Bandits on Uniformly Convex Sets Mar 10, 2021 Open-Ended Question Answering
— Unverified 0Non-asymptotic Confidence Intervals of Off-policy Evaluation: Primal and Dual Bounds Mar 9, 2021 Off-policy evaluation Open-Ended Question Answering
— Unverified 0Fine-Grained Complexity and Algorithms for the Schulze Voting Method Mar 5, 2021 Open-Ended Question Answering
— Unverified 0Non-invasive Self-attention for Side Information Fusion in Sequential Recommendation Mar 5, 2021 Open-Ended Question Answering Recommendation Systems
— Unverified 0Fine-Grained Off-Road Semantic Segmentation and Mapping via Contrastive Learning Mar 5, 2021 Binary Classification Contrastive Learning
— Unverified 0SCALE SPACE FLOW WITH AUTOREGRESSIVE PRIORS Mar 4, 2021 Dimensionality Reduction Open-Ended Question Answering
— Unverified 0Adversarial defense for automatic speaker verification by cascaded self-supervised learning models Feb 14, 2021 Adversarial Defense Open-Ended Question Answering
— Unverified 0Expected utility theory on mixture spaces without the completeness axiom Feb 13, 2021 Open-Ended Question Answering
— Unverified 0Mixed Nash Equilibria in the Adversarial Examples Game Feb 13, 2021 Open-Ended Question Answering
— Unverified 0A Critical Look at the Consistency of Causal Estimation With Deep Latent Variable Models Feb 12, 2021 Causal Inference Open-Ended Question Answering
— Unverified 0A Large Batch Optimizer Reality Check: Traditional, Generic Optimizers Suffice Across Batch Sizes Feb 12, 2021 Image Classification Open-Ended Question Answering
— Unverified 0On Query-efficient Planning in MDPs under Linear Realizability of the Optimal State-value Function Feb 3, 2021 Open-Ended Question Answering
— Unverified 0Linear Frequency Principle Model to Understand the Absence of Overfitting in Neural Networks Jan 30, 2021 Open-Ended Question Answering
— Unverified 0Learning-based vs Model-free Adaptive Control of a MAV under Wind Gust Jan 29, 2021 Deep Reinforcement Learning Open-Ended Question Answering
— Unverified 0Achieving Linear Speedup with Partial Worker Participation in Non-IID Federated Learning Jan 27, 2021 Federated Learning Open-Ended Question Answering
— Unverified 0Particle Swarm Optimization: Development of a General-Purpose Optimizer Jan 25, 2021 Evolutionary Algorithms Open-Ended Question Answering
— Unverified 0Episodic memory governs choices: An RNN-based reinforcement learning model for decision-making task Jan 24, 2021 Decision Making Hippocampus
— Unverified 0Will Artificial Intelligence supersede Earth System and Climate Models? Jan 22, 2021 Open-Ended Question Answering
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