Papers
Sat 6 Aug 2022
44 papers
- Deep Learning for Size and Microscope Feature Extraction and Classification in Oral Cancer: Enhanced Convolution Neural Network
- Efficient Novelty Detection Methods for Early Warning of Potential Fatal Diseases
- TripHLApan: predicting HLA molecules binding peptides based on triple coding matrix and transfer learning
- AUTOSHAPE: An Autoencoder-Shapelet Approach for Time Series Clustering
- Improved Pancreatic Tumor Detection by Utilizing Clinically-Relevant Secondary Features
- Generalizability Analysis of Graph-based Trajectory Predictor with Vectorized Representation
- Transformer-based assignment decision network for multiple object tracking
- Constrained self-supervised method with temporal ensembling for fiber bundle detection on anatomic tracing data
- Proof-of-Learning is Currently More Broken Than You Think
- Towards Robust Deep Learning using Entropic Losses
- HSIC-InfoGAN: Learning Unsupervised Disentangled Representations by Maximising Approximated Mutual Information
- Study of detecting behavioral signatures within DeepFake videos
- Triple Sparsification of Graph Convolutional Networks without Sacrificing the Accuracy
- An Adaptive and Altruistic PSO-based Deep Feature Selection Method for Pneumonia Detection from Chest X-Rays
- Inpainting at Modern Camera Resolution by Guided PatchMatch with Auto-Curation
- Frozen CLIP Models are Efficient Video Learners
- An Accurate and Explainable Deep Learning System Improves Interobserver Agreement in the Interpretation of Chest Radiograph
- MonoViT: Self-Supervised Monocular Depth Estimation with a Vision Transformer
- Multiplex-detection Based Multiple Instance Learning Network for Whole Slide Image Classification
- Deep Learning-enabled Spatial Phase Unwrapping for 3D Measurement
- Generalizing Downsampling from Regular Data to Graphs
- Recurrent networks, hidden states and beliefs in partially observable environments
- Follow Me: Conversation Planning for Target-driven Recommendation Dialogue Systems
- Semiconductor Defect Detection by Hybrid Classical-Quantum Deep Learning
- Multi-Task Transformer with uncertainty modelling for Face Based Affective Computing
- NeuCASL: From Logic Design to System Simulation of Neuromorphic Engines
- Deep Learning Closure Models for Large-Eddy Simulation of Flows around Bluff Bodies
- Contrastive Positive Mining for Unsupervised 3D Action Representation Learning
- Smart Explorer: Recognizing Objects in Dense Clutter via Interactive Exploration
- Forecasting Algorithms for Causal Inference with Panel Data
- HaloAE: An HaloNet based Local Transformer Auto-Encoder for Anomaly Detection and Localization
- Analysing the Memorability of a Procedural Crime-Drama TV Series, CSI
- Learning Human Cognitive Appraisal Through Reinforcement Memory Unit
- Oversquashing in GNNs through the lens of information contraction and graph expansion
- Analyzing Deep Learning Based Brain Tumor Segmentation with Missing MRI Modalities
- Class Is Invariant to Context and Vice Versa: On Learning Invariance for Out-Of-Distribution Generalization
- LFGCF: Light Folksonomy Graph Collaborative Filtering for Tag-Aware Recommendation
- Detecting Algorithmically Generated Domains Using a GCNN-LSTM Hybrid Neural Network
- AFE-CNN: 3D Skeleton-based Action Recognition with Action Feature Enhancement
- Deep Uncalibrated Photometric Stereo via Inter-Intra Image Feature Fusion
- DeepGen: Diverse Search Ad Generation and Real-Time Customization
- Exploring the Effects of Data Augmentation for Drivable Area Segmentation
- IVT: An End-to-End Instance-guided Video Transformer for 3D Pose Estimation
- Multi-view deep learning for reliable post-disaster damage classification