Why are Saliency Maps Noisy? Cause of and Solution to Noisy Saliency Maps. UNITER: Learning UNiversal Image-TExt Representations. Don’t Take the Easy Way Out: Ensemble Based Methods for Avoiding Known Dataset Biases. Deep Leakage from Gradients. STGAN: A Unified Selective Transfer Network for Arbitrary Image Attribute Editing. To Tune or Not To Tun …

Combining Machine Learning Models using combo Library. Diagnosing and Enhancing VAE Models. GNNExplainer: Generating Explanations for Graph Neural Networks. Analyzing Structures in the Semantic Vector Space: A Framework for Decomposing Word Embeddings. Massive vs. Curated Word Embeddings for Low-Resourced Languages. The Case of Yorùbá and Twi. Smar …

ViLBERT: Pretraining Task-Agnostic Visiolinguistic Representations for Vision-and-Language Tasks. Gated2Depth: Real-time Dense Lidar from Gated Images. Quantum-inspired canonical correlation analysis for exponentially large dimensional data. Deep Transfer Learning for Multiple Class Novelty Detection. Rotation Invariant Convolutions for 3D Point Cl …

Ultrametric Fitting by Gradient Descent. Integration of adversarial autoencoders with residual dense convolutional networks for estimation of non-Gaussian hydraulic conductivities. Self-Supervised Generalisation with Meta Auxiliary Learning. OpenDenoising: an Extensible Benchmark for Building Comparative Studies of Image Denoisers. The Architectura …

NEAR: Neighborhood Edge AggregatoR for Graph Classification. Understanding Agent Incentives using Causal Influence Diagrams. Part I: Single Action Settings. Answering Questions about Data Visualizations using Efficient Bimodal Fusion. SIMPLE: Statistical Inference on Membership Profiles in Large Networks. Stochastic One-Sided Full-Information Bandi …

Blind Deconvolution Microscopy Using Cycle Consistent CNN with Explicit PSF Layer. Iterative Channel Estimation for Discrete Denoising under Channel Uncertainty. Coupled CycleGAN: Unsupervised Hashing Network for Cross-Modal Retrieval. Multi-Task Learning with Language Modeling for Question Generation. Electrical Impedance Tomography based on Genet …

Current Challenges in Spoken Dialogue Systems and Why They Are Critical for Those Living with Dementia. Optimising the Input Image to Improve Visual Relationship Detection. Deep Learning for Stock Selection Based on High Frequency Price-Volume Data. Combining nonparametric spatial context priors with nonparametric shape priors for dendritic spine s …

Approximating the Permanent by Sampling from Adaptive Partitions. Deep Bayesian Recurrent Neural Networks for Somatic Variant Calling in Cancer. PoseConvGRU: A Monocular Approach for Visual Ego-motion Estimation by Learning. Fine-grained Knowledge Fusion for Sequence Labeling Domain Adaptation. GANs-NQM: A Generative Adversarial Networks based No R …

Aligning Vector-spaces with Noisy Supervised Lexicon. A Hybrid Approach for Aspect-Based Sentiment Analysis Using a Lexicalized Domain Ontology and Attentional Neural Models. Exploration Bonus for Regret Minimization in Discrete and Continuous Average Reward MDPs. HyperGCN: A New Method For Training Graph Convolutional Networks on Hypergraphs. Gene …

A Non-negative Symmetric Encoder-Decoder Approach for Community Detection. A Late Fusion CNN for Digital Matting. Greedy Sampling for Approximate Clustering in the Presence of Outliers. PIE: A Large-Scale Dataset and Models for Pedestrian Intention Estimation and Trajectory Prediction. Splitter: Learning Node Representations that Capture Multiple S …