Papers
Sat 21 Aug 2021
68 papers
- Grid-VLP: Revisiting Grid Features for Vision-Language Pre-trainingMultimodal LLMs / vision-language models → VLM benchmarks and visual reasoning
- Mixed Reality using Illumination-aware Gradient Mixing in Surgical Telepresence: Enhanced Multi-layer Visualization
- Searching for a practical evidence of the No Free Lunch theorems
- Evolving reversible circuits for the even-parity problem
- Evolving Evolutionary Algorithms using Linear Genetic Programming
- Evolving winning strategies for Nim-like games
- Evolving Digital Circuits for the Knapsack Problem
- Unsupervised Movement Detection in Indoor Positioning Systems of Production Halls
- Reconfigurable co-processor architecture with limited numerical precision to accelerate deep convolutional neural networks
- A Novel Solution of an Elastic Net Regularization for Dementia Knowledge Discovery using Deep Learning
- Regularizing Instabilities in Image Reconstruction Arising from Learned Denoisers
- Supervised Compression for Resource-Constrained Edge Computing Systems
- Curricular SincNet: Towards Robust Deep Speaker Recognition by Emphasizing Hard Samples in Latent Space
- Programmable FPGA-based Memory Controller
- SERF: Towards better training of deep neural networks using log-Softplus ERror activation Function
- Hierarchical Summarization for Longform Spoken Dialog
- SSR: Semi-supervised Soft Rasterizer for single-view 2D to 3D Reconstruction
- Principal Gradient Direction and Confidence Reservoir Sampling for Continual Learning
- Multimodal Breast Lesion Classification Using Cross-Attention Deep Networks
- Learning Causal Models of Autonomous Agents using Interventions
- Sequential Stochastic Optimization in Separable Learning Environments
- A Synthesis-Based Approach for Thermal-to-Visible Face Verification
- A generalized forecasting solution to enable future insights of COVID-19 at sub-national level resolutions
- Variable-Rate Deep Image Compression through Spatially-Adaptive Feature Transform
- How Cute is Pikachu? Gathering and Ranking Pok'emon Properties from Data with Pok'emon Word Embeddings
- Joint Characterization of Spatiotemporal Data Manifolds
- Rotation Equivariant Operators for Machine Learning on Scalar and Vector Fields
- Using growth transform dynamical systems for spatio-temporal data sonification
- Systematic Clinical Evaluation of A Deep Learning Method for Medical Image Segmentation: Radiosurgery Application
- Term Interrelations and Trends in Software Engineering
- Construction material classification on imbalanced datasets using Vision Transformer (ViT) architecture
- Automating Crystal-Structure Phase Mapping: Combining Deep Learning with Constraint Reasoning
- A Technical Survey and Evaluation of Traditional Point Cloud Clustering Methods for LiDAR Panoptic Segmentation
- MOTSynth: How Can Synthetic Data Help Pedestrian Detection and Tracking?
- A Hard Label Black-box Adversarial Attack Against Graph Neural Networks
- Shift-Curvature, SGD, and Generalization
- Deep Representation of Imbalanced Spatio-temporal Traffic Flow Data for Traffic Accident Detection
- A Hierarchical Entity Graph Convolutional Network for Relation Extraction across Documents
- A Stochastic Variance-Reduced Coordinate Descent Algorithm for Learning Sparse Bayesian Network from Discrete High-Dimensional Data
- A computational study on imputation methods for missing environmental data
- Metric Learning in Multilingual Sentence Similarity Measurement for Document Alignment
- Flikcer -- A Chrome Extension to Resolve Online Epileptogenic Visual Content with Real-Time Luminance Frequency Analysis
- Yseop at FinSim-3 Shared Task 2021: Specializing Financial Domain Learning with Phrase Representations
- cushLEPOR: customising hLEPOR metric using Optuna for higher agreement with human judgments or pre-trained language model LaBSE
- DSP-SLAM: Object Oriented SLAM with Deep Shape Priors
- MimicBot: Combining Imitation and Reinforcement Learning to win in Bot Bowl
- 3D Reconstruction from public webcams
- Robust Ensembling Network for Unsupervised Domain Adaptation
- End2End Occluded Face Recognition by Masking Corrupted Features
- Ensemble of CNN classifiers using Sugeno Fuzzy Integral Technique for Cervical Cytology Image Classification
- DeepEdgeBench: Benchmarking Deep Neural Networks on Edge Devices
- "Adversarial Examples" for Proof-of-Learning
- Learn-Explain-Reinforce: Counterfactual Reasoning and Its Guidance to Reinforce an Alzheimer's Disease Diagnosis Model
- Reservoir Computing with Diverse Timescales for Prediction of Multiscale Dynamics
- Temporal Induced Self-Play for Stochastic Bayesian Games
- Towards Personalized and Human-in-the-Loop Document Summarization
- Unsupervised Local Discrimination for Medical Images
- Palmira: A Deep Deformable Network for Instance Segmentation of Dense and Uneven Layouts in Handwritten Manuscripts
- Fairness-Aware Online Meta-learning
- BoundaryNet: An Attentive Deep Network with Fast Marching Distance Maps for Semi-automatic Layout Annotation
- ARAPReg: An As-Rigid-As Possible Regularization Loss for Learning Deformable Shape Generators
- Adaptive unsupervised learning with enhanced feature representation for intra-tumor partitioning and survival prediction for glioblastoma
- L3C-Stereo: Lossless Compression for Stereo Images
- Fast Sketching of Polynomial Kernels of Polynomial Degree
- 2020 U.S. presidential election in swing states: Gender differences in Twitter conversations
- Integer-arithmetic-only Certified Robustness for Quantized Neural Networks
- SemiFed: Semi-supervised Federated Learning with Consistency and Pseudo-Labeling
- Multi-scale Edge-based U-shape Network for Salient Object Detection