Joint Super-Resolution and Alignment of Tiny Faces. FourierSAT: A Fourier Expansion-Based Algebraic Framework for Solving Hybrid Boolean Constraints. Improving Polyphonic Music Models with Feature-Rich Encoding. Neural-encoding Human Experts’ Domain Knowledge to Warm Start Reinforcement Learning. Lightweight Feature Fusion Network for Single Image …

Stateful Detection of Black-Box Adversarial Attacks. Quantum Data Fitting Algorithm for Non-sparse Matrices. Loss Switching Fusion with Similarity Search for Video Classification. A Paired Sparse Representation Model for Robust Face Recognition from a Single Sample. Pathologist-Level Grading of Prostate Biopsies with Artificial Intelligence. Bandit …

On the Difficulty of Warm-Starting Neural Network Training. Design Automation for Efficient Deep Learning Computing. Boosting the rule-out accuracy of deep disease detection using class weight modifiers. Deep Transfer Learning for Single-Channel Automatic Sleep Staging with Channel Mismatch. Growing axons: greedy learning of neural networks with ap …

Constructing a provably adversarially-robust classifier from a high accuracy one. Source Coding Based mmWave Channel Estimation with Deep Learning Based Decoding. Fighting Quantization Bias With Bias. Target-Specific Action Classification for Automated Assessment of Human Motor Behavior from Video. Neural Response Generation with Meta-Words. HexagD …

Inverse Projection Representation and Category Contribution Rate for Robust Tumor Recognition. Scalable Model Compression by Entropy Penalized Reparameterization. The Use of Mutual Coherence to Prove $\ell^1/\ell^0$-Equivalence in Classification Problems. Structure-adaptive manifold estimation. DGSAN: Discrete Generative Self-Adversarial Network. L …

Non-intrusive Load Monitoring via Multi-label Sparse Representation based Classification. Correlation Coefficients and Semantic Textual Similarity. DPPNet: Approximating Determinantal Point Processes with Deep Networks. ScienceExamCER: A High-Density Fine-Grained Science-Domain Corpus for Common Entity Recognition. DeepSFM: Structure From Motion Vi …

Collaborative representation-based robust face recognition by discriminative low-rank representation. OCC: A Smart Reply System for Efficient In-App Communications. Cramnet: Layer-wise Deep Neural Network Compression with Knowledge Transfer from a Teacher Network. Multimodal Uncertainty Reduction for Intention Recognition in Human-Robot Interaction …