Using Small Proxy Datasets to Accelerate Hyperparameter Search. FSGAN: Subject Agnostic Face Swapping and Reenactment. Data-Driven Deep Learning of Partial Differential Equations in Modal Space. Learning Energy-based Spatial-Temporal Generative ConvNets for Dynamic Patterns. Integrating Source-channel and Attention-based Sequence-to-sequence Models …

Wave Physics as an Analog Recurrent Neural Network. Self-Monitoring Navigation Agent via Auxiliary Progress Estimation. Improving the Harmony of the Composite Image by Spatial-Separated Attention Module. Improved Precision and Recall Metric for Assessing Generative Models. Investigating Recurrent Neural Network Memory Structures using Neuro-Evoluti …

Factor Graph Attention. Parameterized quantum circuits as machine learning models. Deep Audio Prior. NAMF: A Non-local Adaptive Mean Filter for Salt-and-Pepper Noise Removal. PoMo: Generating Entity-Specific Post-Modifiers in Context. Densely Residual Laplacian Super-Resolution. DPSNet: End-to-end Deep Plane Sweep Stereo. Dual Graph Attention Netwo …

Understand customer reviews with less data and in short time: pretrained language representation and active learning. Crowd Counting Using Scale-Aware Attention Networks. MarioNETte: Few-shot Face Reenactment Preserving Identity of Unseen Targets. STAR-Net: Action Recognition using Spatio-Temporal Activation Reprojection. Cycle-SUM: Cycle-consisten …