Habitat: A Platform for Embodied AI Research. Hi-CMD: Hierarchical Cross-Modality Disentanglement for Visible-Infrared Person Re-Identification. Deep Learning Recommendation Model for Personalization and Recommendation Systems. Multi-Agent Image Classification via Reinforcement Learning. What Makes A Good Story? Designing Composite Rewards for Visu …

Multiple Object Forecasting: Predicting Future Object Locations in Diverse Environments. Visual Story Post-Editing. Knowledge-Enriched Visual Storytelling. Multiple Testing and Variable Selection along Least Angle Regression’s path. Playgol: learning programs through play. Control Synthesis from Linear Temporal Logic Specifications using Model-Free …

A Constructive Approach for One-Shot Training of Neural Networks Using Hypercube-Based Topological Coverings. Rethinking Softmax with Cross-Entropy: Neural Network Classifier as Mutual Information Estimator. SEQ^3: Differentiable Sequence-to-Sequence-to-Sequence Autoencoder for Unsupervised Abstractive Sentence Compression. Pre-Training of Deep Bid …

Optimal Unsupervised Domain Translation. On Stationary-Point Hitting Time and Ergodicity of Stochastic Gradient Langevin Dynamics. Multi-Grained Spatio-temporal Modeling for Lip-reading. Beyond Adaptive Submodularity: Approximation Guarantees of Greedy Policy with Adaptive Submodularity Ratio. Double Transfer Learning for Breast Cancer Histopatholo …

Biases for Emergent Communication in Multi-agent Reinforcement Learning. LOGAN: Unpaired Shape Transform in Latent Overcomplete Space. Adversarial Attacks on Spoofing Countermeasures of automatic speaker verification. Human detection of machine manipulated media. Self-Adaptive Soft Voice Activity Detection using Deep Neural Networks for Robust Spea …

A Geometric Perspective on Optimal Representations for Reinforcement Learning. The Dialogue Dodecathlon: Open-Domain Knowledge and Image Grounded Conversational Agents. Marginally-calibrated deep distributional regression. Meta-Weighted Gaussian Process Experts for Personalized Forecasting of AD Cognitive Changes. Classification of Two-channel Sign …

Dixit: Interactive Visual Storytelling via Term Manipulation. Confidential Deep Learning: Executing Proprietary Models on Untrusted Devices. MTJ-Based Hardware Synapse Design for Quantized Deep Neural Networks. Predict Emoji Combination with Retrieval Strategy. Model-Based and Data-Driven Strategies in Medical Image Computing. SOSNet: Second Order …

Slim LSTM networks: LSTM_6 and LSTM_C6. Sound Event Detection in Multichannel Audio using Convolutional Time-Frequency-Channel Squeeze and Excitation. Neural ODEs with stochastic vector field mixtures. Estimation of Body Mass Index from Photographs using Deep Convolutional Neural Networks. Framework for Inferring Following Strategies from Time Seri …

Discriminative training of conditional random fields with probably submodular constraints. Deep-Learning Assisted High-Resolution Binocular Stereo Depth Reconstruction. DR-KFS: A Differentiable Visual Similarity Metric for 3D Shape Reconstruction. Learning Linear-Quadratic Regulators Efficiently with only $\sqrt{T}$ Regret. Statistical Learning and …

Tuned Inception V3 for Recognizing States of Cooking Ingredients. Parallel Total Variation Distance Estimation with Neural Networks for Merging Over-Clusterings. Purifying Real Images with an Attention-guided Style Transfer Network for Gaze Estimation. Feature Detection and Attenuation in Embeddings. Deep Reference Generation with Multi-Domain Hier …

Motion Corrected Multishot MRI Reconstruction Using Generative Networks with Sensitivity Encoding. Optimization of Inf-Convolution Regularized Nonconvex Composite Problems. Conditional Sum-Product Networks: Imposing Structure on Deep Probabilistic Architectures. Landscape Complexity for the Empirical Risk of Generalized Linear Models. Self-supervis …

Higher-order Weighted Graph Convolutional Networks. Progressive VAE Training on Highly Sparse and Imbalanced Data. IAN: Combining Generative Adversarial Networks for Imaginative Face Generation. Spatially regularized active diffusion learning for high-dimensional images. An Overview of Open-Ended Evolution: Editorial Introduction to the Open-Ended …

Preparing SNACS for Subjects and Objects. Differentiable Cloth Simulation for Inverse Problems. Compositional Plan Vectors. Knowledgeable Storyteller: A Commonsense-Driven Generative Model for Visual Storytelling. Icebreaker: Element-wise Efficient Information Acquisition with a Bayesian Deep Latent Gaussian Model. Rhetorically Controlled Encoder-D …

A Study on Game Review Summarization. Proceedings of the IWCS Workshop Vector Semantics for Discourse and Dialogue. The Expressive Power of Gated Recurrent Units as a Continuous Dynamical System. RENAS: Reinforced Evolutionary Neural Architecture Search. Learning to Describe Unknown Phrases with Local and Global Contexts. The World in My Mind: Visu …