Papers
Sun 23 May 2021
59 papers
- CMUA-Watermark: A Cross-Model Universal Adversarial Watermark for Combating DeepfakesLLM safety and security → Watermarking generated content and models
- Autonomous Driving Implementation in an Experimental Environment
- Transparent Model of Unabridged Data (TMUD)
- Benchmarking the Performance of Bayesian Optimization across Multiple Experimental Materials Science Domains
- Learning Green's Functions of Linear Reaction-Diffusion Equations with Application to Fast Numerical Solver
- SleepTransformer: Automatic Sleep Staging with Interpretability and Uncertainty Quantification
- Digital-Twin-Based Improvements to Diagnosis, Prognosis, Strategy Assessment, and Discrepancy Checking in a Nearly Autonomous Management and Control System
- Fast Federated Learning by Balancing Communication Trade-Offs
- Compressing Heavy-Tailed Weight Matrices for Non-Vacuous Generalization Bounds
- Multi-Type-TD-TSR -- Extracting Tables from Document Images using a Multi-stage Pipeline for Table Detection and Table Structure Recognition: from OCR to Structured Table Representations
- Controlling Text Edition by Changing Answers of Specific Questions
- Revisiting 2D Convolutional Neural Networks for Graph-based Applications
- Distributed CNN Inference on Resource-Constrained UAVs for Surveillance Systems: Design and Optimization
- Post-Training Sparsity-Aware Quantization
- Estimating leverage scores via rank revealing methods and randomization
- Who/What is My Teammate? Team Composition Considerations in Human-AI Teaming
- Heuristic Weakly Supervised 3D Human Pose Estimation
- Cooperative Multi-Agent Path Finding: Beyond Path Planning and Collision Avoidance
- Wisdom for the Crowd: Discoursive Power in Annotation Instructions for Computer Vision
- Weakly Supervised Instance Attention for Multisource Fine-Grained Object Recognition with an Application to Tree Species Classification
- HOME: Heatmap Output for future Motion Estimation
- FBI-Denoiser: Fast Blind Image Denoiser for Poisson-Gaussian Noise
- Automatic Product Ontology Extraction from Textual Reviews
- A Study imbalance handling by various data sampling methods in binary classification
- Structural Pre-training for Dialogue Comprehension
- A review of approaches to modeling applied vehicle routing problems
- SSCAN: A Spatial-spectral Cross Attention Network for Hyperspectral Image Denoising
- Regularization Can Help Mitigate Poisoning Attacks... with the Right Hyperparameters
- Deep Learning Traversability Estimator for Mobile Robots in Unstructured Environments
- Rethinking Global Context in Crowd Counting
- COTR: Convolution in Transformer Network for End to End Polyp Detection
- Towards Knowledge Organization Ecosystems
- OntoED: Low-resource Event Detection with Ontology Embedding
- End-to-End Video Object Detection with Spatial-Temporal Transformers
- Continual World: A Robotic Benchmark For Continual Reinforcement Learning
- GOALS: Gradient-Only Approximations for Line Searches Towards Robust and Consistent Training of Deep Neural Networks
- CiteWorth: Cite-Worthiness Detection for Improved Scientific Document Understanding
- A Query Language for Summarizing and Analyzing Business Process Data
- Killing One Bird with Two Stones: Model Extraction and Attribute Inference Attacks against BERT-based APIs
- An Efficient Application of Neuroevolution for Competitive Multiagent Learning
- Skeleton-aware multi-scale heatmap regression for 2D hand pose estimation
- A hybrid classification-regression approach for 3D hand pose estimation using graph convolutional networks
- VS-Net: Voting with Segmentation for Visual Localization
- THP: Topological Hawkes Processes for Learning Causal Structure on Event Sequences
- Weakly-supervised 3D Human Pose Estimation with Cross-view U-shaped Graph Convolutional Network
- RtFPS: An Interactive Map that Visualizes and Predicts Wildfires in the US
- DepressionNet: A Novel Summarization Boosted Deep Framework for Depression Detection on Social Media
- EXoN: EXplainable encoder Network
- Towards Artificial Intelligence Enabled Financial Crime Detection
- Hypergraph Pre-training with Graph Neural Networks
- RST Parsing from Scratch
- FCCDN: Feature Constraint Network for VHR Image Change Detection
- Coarse to Fine Multi-Resolution Temporal Convolutional Network
- Exploring Robustness of Unsupervised Domain Adaptation in Semantic Segmentation
- Hypothesis Testing for Equality of Latent Positions in Random Graphs
- Adapted Human Pose: Monocular 3D Human Pose Estimation with Zero Real 3D Pose Data
- Spectral Pruning for Recurrent Neural Networks
- Stereo Matching Based on Visual Sensitive Information
- Learning First-Order Representations for Planning from Black-Box States: New Results