Papers
Mon 22 Nov 2021
171 papers
- DBIA: Data-free Backdoor Injection Attack against Transformer NetworksLLM safety and security → Backdoor and data poisoning attacks
- Machine unlearning via GANLLM safety and security → Machine unlearning
- Plan Better Amid Conservatism: Offline Multi-Agent Reinforcement Learning with Actor RectificationOffline RL and imitation learning from data → Offline multi-agent RL
- UMBRELLA: Uncertainty-Aware Model-Based Offline Reinforcement Learning Leveraging PlanningOffline RL and imitation learning from data → Imitation and offline RL for driving
- Local-Selective Feature Distillation for Single Image Super-ResolutionKnowledge distillation → General knowledge distillation methods
- MUM : Mix Image Tiles and UnMix Feature Tiles for Semi-Supervised Object DetectionKnowledge distillation → Detection and dense prediction distillation
- Hierarchical Knowledge Distillation for Dialogue Sequence LabelingKnowledge distillation → Speech and audio distillation
- Towards a Principled Learning Rate Adaptation for Natural Evolution Strategies
- Real-World Dexterous Object Manipulation based Deep Reinforcement Learning
- Active Learning Meets Optimized Item Selection
- HTMOT : Hierarchical Topic Modelling Over Time
- Extracting Domain-specific Concepts from Large-scale Linked Open Data
- Keyword Assisted Embedded Topic Model
- Citation network applications in a scientific co-authorship recommender system
- Functional Model of Residential Consumption Elasticity under Dynamic Tariffs
- Deformable image registration with deep network priors: a study on longitudinal PET images
- Multi-agent Bayesian Deep Reinforcement Learning for Microgrid Energy Management under Communication Failures
- Explainable Deep Image Classifiers for Skin Lesion Diagnosis
- Inferring User Facial Affect in Work-like Settings
- Time Series Prediction about Air Quality using LSTM-Based Models: A Systematic Mapping
- Automatic Mapping of the Best-Suited DNN Pruning Schemes for Real-Time Mobile Acceleration
- Generative Adversarial Networks for Astronomical Images Generation
- Building Goal-Oriented Dialogue Systems with Situated Visual Context
- ATLANTIS: A Benchmark for Semantic Segmentation of Waterbody Images
- FLIX: A Simple and Communication-Efficient Alternative to Local Methods in Federated Learning
- KML: Using Machine Learning to Improve Storage Systems
- Dynamic Regret for Strongly Adaptive Methods and Optimality of Online KRR
- Camera Measurement of Physiological Vital Signs
- Lightweight Transformer Backbone for Medical Object Detection
- Depth Without the Magic: Inductive Bias of Natural Gradient Descent
- Machine Learning for Mars Exploration
- Ice hockey player identification via transformers and weakly supervised learning
- Component Transfer Learning for Deep RL Based on Abstract Representations
- Learnable Structural Semantic Readout for Graph Classification
- Zero-Shot Open-Book Question Answering
- On Data-centric Myths
- Bootstrap Your Flow
- Blockchain-based Recommender Systems: Applications, Challenges and Future Opportunities
- Approximate Bayesian Computation via Classification
- Image Based Reconstruction of Liquids from 2D Surface Detections
- A Comparison of State-of-the-Art Techniques for Generating Adversarial Malware Binaries
- A Free Lunch from the Noise: Provable and Practical Exploration for Representation Learning
- Graph Neural Networks with Parallel Neighborhood Aggregations for Graph Classification
- Real-time ground filtering algorithm of cloud points acquired using Terrestrial Laser Scanner (TLS)
- Prediction Model for Mortality Analysis of Pregnant Women Affected With COVID-19
- Visual Sentiment Analysis: A Natural DisasterUse-case Task at MediaEval 2021
- pmSensing: A Participatory Sensing Network for Predictive Monitoring of Particulate Matter
- Image prediction of disease progression by style-based manifold extrapolation
- Fink: early supernovae Ia classification using active learning
- Towards Tokenized Human Dynamics Representation
- Florence: A New Foundation Model for Computer Vision
- RedCaps: web-curated image-text data created by the people, for the people
- Class-agnostic Object Detection with Multi-modal Transformer
- Benchmarking Detection Transfer Learning with Vision Transformers
- Neural Fields in Visual Computing and Beyond
- FAZSeg: A New User-Friendly Software for Quantification of the Foveal Avascular Zone
- MetaFormer Is Actually What You Need for Vision
- Implicit Quantile Neural Networks for Jet Simulation and Correction
- Anomaly-resistant Graph Neural Networks via Neural Architecture Search
- The n-queens completion problem
- Why Do Self-Supervised Models Transfer? Investigating the Impact of Invariance on Downstream Tasks
- Lebanon Solar Rooftop Potential Assessment using Buildings Segmentation from Aerial Images
- 4D iterative reconstruction of brain fMRI in the moving fetus
- Conifer Seedling Detection in UAV-Imagery with RGB-Depth Information
- Improved Model based Deep Learning using Monotone Operator Learning (MOL)
- Namesakes: Ambiguously Named Entities from Wikipedia and News
- Adversarial Examples on Segmentation Models Can be Easy to Transfer
- FFNB: Forgetting-Free Neural Blocks for Deep Continual Visual Learning
- DLVGen: A Dual Latent Variable Approach to Personalized Dialogue Generation
- A Surrogate Objective Framework for Prediction+Optimization with Soft Constraints
- ShufaNet: Classification method for calligraphers who have reached the professional level
- Paris-CARLA-3D: A Real and Synthetic Outdoor Point Cloud Dataset for Challenging Tasks in 3D Mapping
- Modeling Irregular Time Series with Continuous Recurrent Units
- Decentralized Federated Learning through Proxy Model Sharing
- Network-wide Multi-step Traffic Volume Prediction using Graph Convolutional Gated Recurrent Neural Network
- Towards Improving Embedding Based Models of Social Network Alignment via Pseudo Anchors
- Vector Space Semantics for Lambek Calculus with Soft Subexponentials
- General Board Geometry
- Cycle Consistent Probability Divergences Across Different Spaces
- DyTox: Transformers for Continual Learning with DYnamic TOken eXpansion
- Contour-guided Image Completion with Perceptual Grouping
- Private and polynomial time algorithms for learning Gaussians and beyond
- The Generalized Cascade Click Model: A Unified Framework for Estimating Click Models
- No-Regret Dynamics in the Fenchel Game: A Unified Framework for Algorithmic Convex Optimization
- Learning PSD-valued functions using kernel sums-of-squares
- Machine Learning of Thermodynamic Observables in the Presence of Mode Collapse
- Teaching Humans When To Defer to a Classifier via Exemplars
- SSR: An Efficient and Robust Framework for Learning with Unknown Label Noise
- Bridging the reality gap in quantum devices with physics-aware machine learning
- Point Cloud Color Constancy
- BarrierNet: A Safety-Guaranteed Layer for Neural Networks
- Branching Time Active Inference: empirical study and complexity class analysis
- SOMPS-Net : Attention based social graph framework for early detection of fake health news
- Automated cross-sectional view selection in CT angiography of aortic dissections with uncertainty awareness and retrospective clinical annotations
- MiNet: A Convolutional Neural Network for Identifying and Categorising Minerals
- LeQua@CLEF2022: Learning to Quantify
- Nanorobot queue: Cooperative treatment of cancer based on team member communication and image processing
- Policy Gradient and Actor-Critic Learning in Continuous Time and Space: Theory and Algorithms
- Off-Policy Correction For Multi-Agent Reinforcement Learning
- Transfer Learning with Gaussian Processes for Bayesian Optimization
All 171
- Parallel Logic Programming: A Sequel
- Direct Voxel Grid Optimization: Super-fast Convergence for Radiance Fields Reconstruction
- Deep Learning Based Automated COVID-19 Classification from Computed Tomography Images
- PointMixer: MLP-Mixer for Point Cloud Understanding
- GB-CosFace: Rethinking Softmax-based Face Recognition from the Perspective of Open Set Classification
- Human-Machine Interaction Speech Corpus from the ROBIN project
- Towards Understanding the Unreasonable Effectiveness of Learning AC-OPF Solutions
- Feature extraction of machine learning and phase transition point of Ising model
- Graph-Based Similarity of Neural Network Representations
- Investigating Cross-Linguistic Gender Bias in Hindi-English Across Domains
- NTD: Non-Transferability Enabled Backdoor Detection
- Plant 'n' Seek: Can You Find the Winning Ticket?
- On the Existence of Universal Lottery Tickets
- Learning Generalized Visual Odometry Using Position-Aware Optical Flow and Geometric Bundle Adjustment
- Distinguishing Engagement Facets: An Essential Component for AI-based Interactive Healthcare
- L-Verse: Bidirectional Generation Between Image and Text
- Multi-lingual agents through multi-headed neural networks
- Myope Models -- Are face presentation attack detection models short-sighted?
- Mesa: A Memory-saving Training Framework for Transformers
- Depth-aware Object Segmentation and Grasp Detection for Robotic Picking Tasks
- Case-based off-policy policy evaluation using prototype learning
- Unsupervised Time Series Outlier Detection with Diversity-Driven Convolutional Ensembles -- Extended Version
- Branching Time Active Inference: the theory and its generality
- Hierarchical Text Classification As Sub-Hierarchy Sequence Generation
- Improving Semantic Image Segmentation via Label Fusion in Semantically Textured Meshes
- Talk-to-Resolve: Combining scene understanding and spatial dialogue to resolve granular task ambiguity for a collocated robot
- Optimistic Temporal Difference Learning for 2048
- Monocular Road Planar Parallax Estimation
- Semi-Supervised Vision Transformers
- FedCV: A Federated Learning Framework for Diverse Computer Vision Tasks
- Comparing the Accuracy of Deep Neural Networks (DNN) and Convolutional Neural Network (CNN) in Music Genre Recognition (MGR): Experiments on Kurdish Music
- Learning to Aggregate Multi-Scale Context for Instance Segmentation in Remote Sensing Images
- Evaluating Adversarial Attacks on ImageNet: A Reality Check on Misclassification Classes
- Dense Uncertainty Estimation via an Ensemble-based Conditional Latent Variable Model
- DAPPER: Label-Free Performance Estimation after Personalization for Heterogeneous Mobile Sensing
- IAD: Indirect Anomalous VMMs Detection in the Cloud-based Environment
- Contrast-reconstruction Representation Learning for Self-supervised Skeleton-based Action Recognition
- FRT-PAD: Effective Presentation Attack Detection Driven by Face Related Task
- Exploring Segment-level Semantics for Online Phase Recognition from Surgical Videos
- Episodic Multi-agent Reinforcement Learning with Curiosity-Driven Exploration
- Reinforcement Learning for Few-Shot Text Generation Adaptation
- Auto-Encoding Score Distribution Regression for Action Quality Assessment
- Learning Explicit User Interest Boundary for Recommendation
- Multi-Channel Multi-Speaker ASR Using 3D Spatial Feature
- Benchmarking emergency department triage prediction models with machine learning and large public electronic health records
- CDistNet: Perceiving Multi-Domain Character Distance for Robust Text Recognition
- Density Ratio Estimation via Infinitesimal Classification
- Gradient Temporal Difference with Momentum: Stability and Convergence
- Backdoor Attack through Frequency Domain
- Imperceptible Transfer Attack and Defense on 3D Point Cloud Classification
- Exploring Feature Representation Learning for Semi-supervised Medical Image Segmentation
- Efficient Non-Compression Auto-Encoder for Driving Noise-based Road Surface Anomaly Detection
- Topological Regularization for Dense Prediction
- A Semi-Supervised Adaptive Discriminative Discretization Method Improving Discrimination Power of Regularized Naive Bayes
- Deformation Robust Roto-Scale-Translation Equivariant CNNs
- Many Heads but One Brain: Fusion Brain -- a Competition and a Single Multimodal Multitask Architecture
- Tracking Grow-Finish Pigs Across Large Pens Using Multiple Cameras
- Operations for Autonomous Spacecraft
- Medical Aegis: Robust adversarial protectors for medical images
- Enhancing Multilingual Language Model with Massive Multilingual Knowledge Triples
- MidNet: An Anchor-and-Angle-Free Detector for Oriented Ship Detection in Aerial Images
- Generation Drawing/Grinding Trajectoy Based on Hierarchical CVAE
- ExT5: Towards Extreme Multi-Task Scaling for Transfer Learning
- Can depth-adaptive BERT perform better on binary classification tasks
- Model-Based Single Image Deep Dehazing
- How do kernel-based sensor fusion algorithms behave under high dimensional noise?
- Adaptive Transfer Learning: a simple but effective transfer learning
- Privacy-preserving Federated Adversarial Domain Adaption over Feature Groups for Interpretability
- Decentralized Upper Confidence Bound Algorithms for Homogeneous Multi-Agent Multi-Armed Bandits
- Self-supervised Semi-supervised Learning for Data Labeling and Quality Evaluation
- WalkingTime: Dynamic Graph Embedding Using Temporal-Topological Flows