Papers
Fri 3 Dec 2021
157 papers
- Learning a Robust Multiagent Driving Policy for Traffic Congestion ReductionEnd-to-end autonomous driving → Cooperative and V2X driving
- Global Context with Discrete Diffusion in Vector Quantised Modelling for Image GenerationDiffusion models → Diffusion foundations and sampling
- Enhanced Self-Organizing Map Solution for the Traveling Salesman Problem
- Controversy Detection: a Text and Graph Neural Network Based Approach
- ESAN: Efficient Sentiment Analysis Network of A-Shares Research Reports for Stock Price Prediction
- Bayesian Nonparametric View to Spawning
- Efficient Calibration of Multi-Agent Simulation Models from Output Series with Bayesian Optimization
- Two-stage Deep Stacked Autoencoder with Shallow Learning for Network Intrusion Detection System
- Construction de variables a l'aide de classifieurs comme aide a la regression
- A Novel Deep Parallel Time-series Relation Network for Fault Diagnosis
- Learning to Detect Critical Nodes in Sparse Graphs via Feature Importance Awareness
- Nested Hyperbolic Spaces for Dimensionality Reduction and Hyperbolic NN Design
- Deep Efficient Continuous Manifold Learning for Time Series Modeling
- Revisiting local branching with a machine learning lens
- ALX: Large Scale Matrix Factorization on TPUs
- NN-LUT: Neural Approximation of Non-Linear Operations for Efficient Transformer Inference
- Neural Pseudo-Label Optimism for the Bank Loan Problem
- Counterfactual Fairness in Mortgage Lending via Matching and Randomization
- On Submodular Contextual Bandits
- Bridging the gap between prostate radiology and pathology through machine learning
- Exploratory Data Analysis of Urdu Poetry
- CTIN: Robust Contextual Transformer Network for Inertial Navigation
- Combining Embeddings and Fuzzy Time Series for High-Dimensional Time Series Forecasting in Internet of Energy Applications
- Face Reconstruction with Variational Autoencoder and Face Masks
- Distributed Adaptive Learning Under Communication Constraints
- Examining Zero-Shot Vulnerability Repair with Large Language Models
- Prediction and compression of lattice QCD data using machine learning algorithms on quantum annealer
- Echocardiography Segmentation with Enforced Temporal Consistency
- View-Consistent Metal Segmentation in the Projection Domain for Metal Artifact Reduction in CBCT -- An Investigation of Potential Improvement
- ProbNum: Probabilistic Numerics in Python
- Coupling Vision and Proprioception for Navigation of Legged Robots
- Causal-based Time Series Domain Generalization for Vehicle Intention Prediction
- Class-agnostic Reconstruction of Dynamic Objects from Videos
- Regularized Newton Method with Global O(1/k2) Convergence
- Data-Free Neural Architecture Search via Recursive Label Calibration
- Geometry-aware Two-scale PIFu Representation for Human Reconstruction
- Hierarchical Optimal Transport for Unsupervised Domain Adaptation
- Deep learning method for identifying mass composition of ultra-high-energy cosmic rays
- Malakai: Music That Adapts to the Shape of Emotions
- I-WKNN: Fast-Speed and High-Accuracy WIFI Positioning for Intelligent Stadiums
- TC-GNN: Bridging Sparse GNN Computation and Dense Tensor Cores on GPUs
- Graph Neural Networks for Charged Particle Tracking on FPGAs
- An Analytical Update Rule for General Policy Optimization
- Multilingual training for Software Engineering
- Bridging the Gap: Point Clouds for Merging Neurons in Connectomics
- Could AI Democratise Education? Socio-Technical Imaginaries of an EdTech Revolution
- Divergent representations of ethological visual inputs emerge from supervised, unsupervised, and reinforcement learning
- Practitioner-Centric Approach for Early Incident Detection Using Crowdsourced Data for Emergency Services
- User-click Modelling for Predicting Purchase Intent
- A Survey on Concept Drift in Process Mining
- Application of Machine Learning in understanding plant virus pathogenesis: Trends and perspectives on emergence, diagnosis, host-virus interplay and management
- A network analysis of decision strategies of human experts in steel manufacturing
- Survey on English Entity Linking on Wikidata
- ROCA: Robust CAD Model Retrieval and Alignment from a Single Image
- CoNeRF: Controllable Neural Radiance Fields
- Dynamic fracture of a bicontinuously nanostructured copolymer: A deep-learning analysis of big-data-generating experiment
- Augmenting Customer Support with an NLP-based Receptionist
- Provably Valid and Diverse Mutations of Real-World Media Data for DNN Testing
- Revisiting Neuron Coverage for DNN Testing: A Layer-Wise and Distribution-Aware Criterion
- Boosting Unsupervised Domain Adaptation with Soft Pseudo-label and Curriculum Learning
- Fast Projected Newton-like Method for Precision Matrix Estimation under Total Positivity
- Shapes of Emotions: Multimodal Emotion Recognition in Conversations via Emotion Shifts
- Panoptic-aware Image-to-Image Translation
- Generative Adversarial Networks for Synthetic Data Generation: A Comparative Study
- TRNR: Task-Driven Image Rain and Noise Removal with a Few Images Based on Patch Analysis
- MetaQA: Combining Expert Agents for Multi-Skill Question Answering
- In situ process quality monitoring and defect detection for direct metal laser melting
- Heuristic Search Planning with Deep Neural Networks using Imitation, Attention and Curriculum Learning
- A Structured Dictionary Perspective on Implicit Neural Representations
- SGM3D: Stereo Guided Monocular 3D Object Detection
- Prediction of Household-level Heat-Consumption using PSO enhanced SVR Model
- Near-optimal estimation of smooth transport maps with kernel sums-of-squares
- Towards Super-Resolution CEST MRI for Visualization of Small Structures
- Hybrid Digital Twin for process industry using Apros simulation environment
- HS-BAN: A Benchmark Dataset of Social Media Comments for Hate Speech Detection in Bangla
- The Box Size Confidence Bias Harms Your Object Detector
- Novel Class Discovery in Semantic Segmentation
- Linear algebra with transformers
- Estimating the Value-at-Risk by Temporal VAE
- The Catalan Language CLUB
- Incremental Learning in Semantic Segmentation from Image Labels
- Bayes in Wonderland! Predictive supervised classification inference hits unpredictability
- Reinforcement Learning-Based Automatic Berthing System
- Fast L2 optimal mass transport via reduced basis methods for the Monge-Ampgraverm ere equation
- A Flexible HLS Hoeffding Tree Implementation for Runtime Learning on FPGA
- Image-to-image Translation as a Unique Source of Knowledge
- Active Inference in Robotics and Artificial Agents: Survey and Challenges
- Evaluating NLP Systems On a Novel Cloze Task: Judging the Plausibility of Possible Fillers in Instructional Texts
- Discovery of Crime Event Sequences with Constricted Spatio-Temporal Sequential Patterns
- Episodic Policy Gradient Training
- Semantic Map Injected GAN Training for Image-to-Image Translation
- Combining Sub-Symbolic and Symbolic Methods for Explainability
- Reinforcement learning for options on target volatility funds
- Mind Your Clever Neighbours: Unsupervised Person Re-identification via Adaptive Clustering Relationship Modeling
- Efficient Two-Stage Detection of Human-Object Interactions with a Novel Unary-Pairwise Transformer
- Semantic Segmentation of Legal Documents via Rhetorical Roles
- Lightweight Attentional Feature Fusion: A New Baseline for Text-to-Video Retrieval
- Table2Vec: Automated Universal Representation Learning to Encode All-round Data DNA for Benchmarkable and Explainable Enterprise Data Science
- Translating Politeness Across Cultures: Case of Hindi and English
- Catch Me If You Can: Blackbox Adversarial Attacks on Automatic Speech Recognition using Frequency Masking
All 157
- Chronological Causal Bandits
- Siamese BERT-based Model for Web Search Relevance Ranking Evaluated on a New Czech Dataset
- Music-to-Dance Generation with Optimal Transport
- Computation of conditional expectations with guarantees
- Mesh Convolution with Continuous Filters for 3D Surface Parsing
- A Survey: Deep Learning for Hyperspectral Image Classification with Few Labeled Samples
- Detection of Large Vessel Occlusions using Deep Learning by Deforming Vessel Tree Segmentations
- The UniNAS framework: combining modules in arbitrarily complex configurations with argument trees
- A Systematic IoU-Related Method: Beyond Simplified Regression for Better Localization
- SSDL: Self-Supervised Dictionary Learning
- Detect Faces Efficiently: A Survey and Evaluations
- Fully automatic integration of dental CBCT images and full-arch intraoral impressions with stitching error correction via individual tooth segmentation and identification
- Attack-Centric Approach for Evaluating Transferability of Adversarial Samples in Machine Learning Models
- Adaptive Zeroing-Type Neural Dynamics for Solving Quadratic Minimization and Applied to Target Tracking
- Understanding Performance Problems in Deep Learning Systems
- Prescriptive Process Monitoring: Quo Vadis?
- MT-TransUNet: Mediating Multi-Task Tokens in Transformers for Skin Lesion Segmentation and Classification
- Unsupervised Low-Light Image Enhancement via Histogram Equalization Prior
- Learning Emergent Random Access Protocol for LEO Satellite Networks
- Creating and Managing a large annotated parallel corpora of Indian languages
- Given Users Recommendations Based on Reviews on Yelp
- NeRF-SR: High-Quality Neural Radiance Fields using Supersampling
- BBS-KWS:The Mandarin Keyword Spotting System Won the Video Keyword Wakeup Challenge
- Probing Linguistic Information For Logical Inference In Pre-trained Language Models
- MaxRay: A Raytracing-based Integrated Sensing and Communication Framework
- MSP : Refine Boundary Segmentation via Multiscale Superpixel
- Multitask Finetuning for Improving Neural Machine Translation in Indian Languages
- Frame Averaging for Equivariant Shape Space Learning
- AirDet: Few-Shot Detection without Fine-tuning for Autonomous Exploration
- Gesture Recognition with a Skeleton-Based Keyframe Selection Module
- MFNet: Multi-filter Directive Network for Weakly Supervised Salient Object Detection
- How to Synthesize a Large-Scale and Trainable Micro-Expression Dataset?
- Single-Shot Black-Box Adversarial Attacks Against Malware Detectors: A Causal Language Model Approach
- Adversarial Attacks against a Satellite-borne Multispectral Cloud Detector
- Adaptive Poincar'e Point to Set Distance for Few-Shot Classification
- Improving Predictions of Tail-end Labels using Concatenated BioMed-Transformers for Long Medical Documents
- Reduced, Reused and Recycled: The Life of a Dataset in Machine Learning Research
- Self-Supervised Material and Texture Representation Learning for Remote Sensing Tasks
- Structure-Aware Multi-Hop Graph Convolution for Graph Neural Networks
- Contrastive Continual Learning with Feature Propagation
- Deep Depth from Focus with Differential Focus Volume
- TransCouplet:Transformer based Chinese Couplet Generation
- Multilingual Text Classification for Dravidian Languages
- Localized Feature Aggregation Module for Semantic Segmentation
- Learning to Detect Every Thing in an Open World
- LMR-CBT: Learning Modality-fused Representations with CB-Transformer for Multimodal Emotion Recognition from Unaligned Multimodal Sequences
- Hybrid Instance-aware Temporal Fusion for Online Video Instance Segmentation
- On the Existence of the Adversarial Bayes Classifier (Extended Version)
- Machine Learning Subsystem for Autonomous Collision Avoidance on a small UAS with Embedded GPU
- Differential Property Prediction: A Machine Learning Approach to Experimental Design in Advanced Manufacturing
- Make A Long Image Short: Adaptive Token Length for Vision Transformers
- TransZero: Attribute-guided Transformer for Zero-Shot Learning
- Challenges and Opportunities in Approximate Bayesian Deep Learning for Intelligent IoT Systems
- An Automatic Approach for Generating Rich, Linked Geo-Metadata from Historical Map Images
- The Influence of Data Pre-processing and Post-processing on Long Document Summarization
- Learning Curves for Continual Learning in Neural Networks: Self-Knowledge Transfer and Forgetting
- Multi-modal application: Image Memes Generation