Papers
Sun 22 Aug 2021
59 papers
- From Two to One: A New Scene Text Recognizer with Visual Language Modeling NetworkMultimodal LLMs / vision-language models → Document understanding and multimodal RAG
- Evolving Evolutionary Algorithms using Multi Expression Programming
- Multilingual Speech Recognition for Low-Resource Indian Languages using Multi-Task conformer
- A Dual-Decoder Conformer for Multilingual Speech Recognition
- Training and Profiling a Pediatric Emotion Recognition Classifier on Mobile Devices
- Generalizing RNN-Transducer to Out-Domain Audio via Sparse Self-Attention Layers
- Explainable Machine Learning using Real, Synthetic and Augmented Fire Tests to Predict Fire Resistance and Spalling of RC Columns
- Convex Latent Effect Logit Model via Sparse and Low-rank Decomposition
- Data Augmentation Using Many-To-Many RNNs for Session-Aware Recommender Systems
- FRUGAL: Unlocking SSL for Software Analytics
- Temporal Network Embedding via Tensor Factorization
- All-Optical Synthesis of an Arbitrary Linear Transformation Using Diffractive Surfaces
- Embodied AI-Driven Operation of Smart Cities: A Concise Review
- Electroencephalogram Signal Processing with Independent Component Analysis and Cognitive Stress Classification using Convolutional Neural Networks
- UzBERT: pretraining a BERT model for Uzbek
- Efficient Algorithms for Learning from Coarse Labels
- Wind Power Projection using Weather Forecasts by Novel Deep Neural Networks
- Transferring Dexterous Manipulation from GPU Simulation to a Remote Real-World TriFinger
- MobileStereoNet: Towards Lightweight Deep Networks for Stereo Matching
- Relating CNNs with brain: Challenges and findings
- A Boosting Approach to Reinforcement Learning
- Image Inpainting via Conditional Texture and Structure Dual Generation
- Graph2Pix: A Graph-Based Image to Image Translation Framework
- Flexible Clustered Federated Learning for Client-Level Data Distribution Shift
- A Transformer Architecture for Stress Detection from ECG
- A universally consistent learning rule with a universally monotone error
- EKTVQA: Generalized use of External Knowledge to empower Scene Text in Text-VQA
- Robustness-via-Synthesis: Robust Training with Generative Adversarial Perturbations
- FEDI: Few-shot learning based on Earth Mover's Distance algorithm combined with deep residual network to identify diabetic retinopathy
- Self-Regulation for Semantic Segmentation
- Spatial Transformer Networks for Curriculum Learning
- Guiding Query Position and Performing Similar Attention for Transformer-Based Detection Heads
- Improving Distantly Supervised Relation Extraction with Self-Ensemble Noise Filtering
- Rainfall-runoff prediction using a Gustafson-Kessel clustering based Takagi-Sugeno Fuzzy model
- Uncertainty-aware Clustering for Unsupervised Domain Adaptive Object Re-identification
- Efficient Gaussian Neural Processes for Regression
- Detection and Localization of Multiple Image Splicing Using MobileNet V1
- Pi-NAS: Improving Neural Architecture Search by Reducing Supernet Training Consistency Shift
- Learning of Visual Relations: The Devil is in the Tails
- Relational Embedding for Few-Shot Classification
- New Trends in Quantum Machine Learning
- SIDE: Center-based Stereo 3D Detector with Structure-aware Instance Depth Estimation
- Evolutionary Ensemble Learning for Multivariate Time Series Prediction
- ExamGAN and Twin-ExamGAN for Exam Script Generation
- Domain Adaptation for Underwater Image Enhancement
- The Exploitation of Distance Distributions for Clustering
- A Systematic Review of Automated Query Reformulations in Source Code Search
- Improving Mini-batch Optimal Transport via Partial Transportation
- Deep survival analysis with longitudinal X-rays for COVID-19
- DenseTNT: End-to-end Trajectory Prediction from Dense Goal Sets
- Signed Bipartite Graph Neural Networks
- Graph-Convolutional Deep Learning to Identify Optimized Molecular Configurations
- StarVQA: Space-Time Attention for Video Quality Assessment
- DisenKGAT: Knowledge Graph Embedding with Disentangled Graph Attention Network
- Impact of Evaluation Methodologies on Code Summarization
- Personalised Federated Learning: A Combinational Approach
- Apache Submarine: A Unified Machine Learning Platform Made Simple
- Self-Supervised Delineation of Geological Structures using Orthogonal Latent Space Projection
- Tensor Pooling Driven Instance Segmentation Framework for Baggage Threat Recognition