Zero-Shot Reinforcement Learning with Deep Attention Convolutional Neural Networks. Estimating heterogeneous treatment effects with right-censored data via causal survival forests. MDEA: Malware Detection with Evolutionary Adversarial Learning. Plausible Counterfactuals: Auditing Deep Learning Classifiers with Realistic Adversarial Examples. Kidney …

Invariant Risk Minimization Games. A Continuous Space Neural Language Model for Bengali Language. dtControl: Decision Tree Learning Algorithms for Controller Representation. Scalable Quantitative Verification For Deep Neural Networks. Multilingual Stance Detection: The Catalonia Independence Corpus. IMAC: In-memory multi-bit Multiplication andACcum …

RobBERT: a Dutch RoBERTa-based Language Model. Slice Tuner: A Selective Data Collection Framework for Accurate and Fair Machine Learning Models. On the Texture Bias for Few-Shot CNN Segmentation. AutoGluon-Tabular: Robust and Accurate AutoML for Structured Data. TaxoExpan: Self-supervised Taxonomy Expansion with Position-Enhanced Graph Neural Netwo …

Representations of molecules and materials for interpolation of quantum-mechanical simulations via machine learning. Multilevel Acyclic Hypergraph Partitioning. Undersensitivity in Neural Reading Comprehension. Over-the-Air Adversarial Attacks on Deep Learning Based Modulation Classifier over Wireless Channels. Practical Fast Gradient Sign Attack a …

Learning a Directional Soft Lane Affordance Model for Road Scenes Using Self-Supervision. OpenHI2 – Open source histopathological image platform. Balance Between Efficient and Effective Learning: Dense2Sparse Reward Shaping for Robot Manipulation with Environment Uncertainty. CounterExample Guided Neural Synthesis. Detection of Thin Boundaries bet …

Neural Game Engine: Accurate learning of generalizable forward models from pixels. AdvMS: A Multi-source Multi-cost Defense Against Adversarial Attacks. Content Adaptive and Error Propagation Aware Deep Video Compression. Right for the Wrong Scientific Reasons: Revising Deep Networks by Interacting with their Explanations. A Unified End-to-End Fram …

Deep Euler method: solving ODEs by approximating the local truncation error of the Euler method. Reward-rational (implicit) choice: A unifying formalism for reward learning. Improving Molecular Design by Stochastic Iterative Target Augmentation. Automatic Differentiation and Continuous Sensitivity Analysis of Rigid Body Dynamics. Adequate and fair …

Fast Detection of Maximum Common Subgraph via Deep Q-Learning. Semi-supervised Anomaly Detection using AutoEncoders. Rough Set based Aggregate Rank Measure & its Application to Supervised Multi Document Summarization. An Exploration of Embodied Visual Exploration. StereoNeuroBayesSLAM: A Neurobiologically Inspired Stereo Visual SLAM System Based on …

How to 0wn the NAS in Your Spare Time. Auto Completion of User Interface Layout Design Using Transformer-Based Tree Decoders. Deep Variational Semi-Supervised Novelty Detection. DS-VIC: Unsupervised Discovery of Decision States for Transfer in RL. NAS-BENCH-1SHOT1: BENCHMARKING AND DISSECTING ONE-SHOT NEURAL ARCHITECTURE SEARCH. An Information Theo …