Papers
Sat 15 May 2021
65 papers
- Learning Control Policies for Imitating Human Gaits
- Instance Segmentation of Microscopic Foraminifera
- Gradient descent in materia through homodyne gradient extraction
- Unsupervised MRI Reconstruction via Zero-Shot Learned Adversarial Transformers
- From Masked Language Modeling to Translation: Non-English Auxiliary Tasks Improve Zero-shot Spoken Language Understanding
- STAGE: Tool for Automated Extraction of Semantic Time Cues to Enrich Neural Temporal Ordering Models
- Regret Analysis of Distributed Online LQR Control for Unknown LTI Systems
- Towards a Predictive Processing Implementation of the Common Model of Cognition
- Texture Generation with Neural Cellular Automata
- Adaptive Newton Sketch: Linear-time Optimization with Quadratic Convergence and Effective Hessian Dimensionality
- A brain basis of dynamical intelligence for AI and computational neuroscience
- Calibrating sufficiently
- Mask-Guided Discovery of Semantic Manifolds in Generative Models
- Annotation Uncertainty in the Context of Grammatical Change
- Mean Shift for Self-Supervised Learning
- Neural Trees for Learning on Graphs
- A Deep Metric Learning Approach to Account Linking
- Regret Minimization Experience Replay in Off-Policy Reinforcement Learning
- An End-to-End Framework for Molecular Conformation Generation via Bilevel Programming
- Composite Localization for Human Pose Estimation
- AgeFlow: Conditional Age Progression and Regression with Normalizing Flows
- Brain Inspired Face Recognition: A Computational Framework
- Bilevel Programs Meet Deep Learning: A Unifying View on Inference Learning Methods
- Data-Driven Reachability Analysis from Noisy Data
- Analysis of Structured Deep Kernel Networks
- Estimating Heterogeneous Causal Effect of Polysubstance Usage on Drug Overdose from Large-Scale Electronic Health Record
- On the Distributional Properties of Adaptive Gradients
- String Theories involving Regular Membership Predicates: From Practice to Theory and Back
- Aerial-PASS: Panoramic Annular Scene Segmentation in Drone Videos
- Rethinking Skip Connection with Layer Normalization in Transformers and ResNets
- Multi-scale super-resolution generation of low-resolution scanned pathological images
- Are Convolutional Neural Networks or Transformers more like human vision?
- Joint learning of multiple Granger causal networks via non-convex regularizations: Inference of group-level brain connectivity
- An even-load-distribution design for composite bolted joints using a novel circuit model and artificial neural networks
- Make Bipedal Robots Learn How to Imitate
- A Comprehensive Taxonomy for Explainable Artificial Intelligence: A Systematic Survey of Surveys on Methods and Concepts
- Content Analysis Application in Nursing: A Synthetic Knowledge Synthesis Meta-Study
- Drill the Cork of Information Bottleneck by Inputting the Most Important Data
- BubbleNet: Inferring micro-bubble dynamics with semi-physics-informed deep learning
- Cross-Modal Progressive Comprehension for Referring Segmentation
- Stacked Deep Multi-Scale Hierarchical Network for Fast Bokeh Effect Rendering from a Single Image
- Cohort Shapley value for algorithmic fairness
- Window-Level is a Strong Denoising Surrogate
- DirectQE: Direct Pretraining for Machine Translation Quality Estimation
- Lexicon Enhanced Chinese Sequence Labeling Using BERT Adapter
- FloorPlanCAD: A Large-Scale CAD Drawing Dataset for Panoptic Symbol Spotting
- GCN-MIF: Graph Convolutional Network with Multi-Information Fusion for Low-dose CT Denoising
- A Cognitive Regularizer for Language Modeling
- One for All: An End-to-End Compact Solution for Hand Gesture Recognition
- Move2Hear: Active Audio-Visual Source Separation
- Show Why the Answer is Correct! Towards Explainable AI using Compositional Temporal Attention
- NeuroGen: activation optimized image synthesis for discovery neuroscience
- Image Super-Resolution Quality Assessment: Structural Fidelity Versus Statistical Naturalness
- Analyzing Images for Music Recommendation
- Hardware Synthesis of State-Space Equations; Application to FPGA Implementation of Shallow and Deep Neural Networks
- Regularized Deep Linear Discriminant Analysis
- FDDH: Fast Discriminative Discrete Hashing for Large-Scale Cross-Modal Retrieval
- Premise-based Multimodal Reasoning: Conditional Inference on Joint Textual and Visual Clues
- Can self-training identify suspicious ugly duckling lesions?
- A Large Visual, Qualitative and Quantitative Dataset of Web Pages
- NeuLF: Efficient Novel View Synthesis with Neural 4D Light Field
- Prescriptive Process Monitoring for Cost-Aware Cycle Time Reduction
- The Low-Dimensional Linear Geometry of Contextualized Word Representations
- An Effective Baseline for Robustness to Distributional Shift
- Lightweight Compression of Intermediate Neural Network Features for Collaborative Intelligence