Papers
Sat 14 Jan 2023
59 papers
- PRUDEX-Compass: Towards Systematic Evaluation of Reinforcement Learning in Financial MarketsMixture-of-experts → MoE for time series and graphs
- Knowledge Distillation in Federated Edge Learning: A SurveyKnowledge distillation → Federated, robust and private distillation
- World Models and Predictive Coding for Cognitive and Developmental Robotics: Frontiers and ChallengesWorld models → World models for navigation
- Multi-armed Bandit Learning for TDMA Transmission Slot Scheduling and Defragmentation for Improved Bandwidth Usage
- Reinforcement Learning for Protocol Synthesis in Resource-Constrained Wireless Sensor and IoT Networks
- Enabling Astronaut Self-Scheduling using a Robust Advanced Modelling and Scheduling system: an assessment during a Mars analogue mission
- Music Playlist Title Generation Using Artist Information
- Failure Tolerant Training with Persistent Memory Disaggregation over CXL
- Conceptual Framework and Documentation Standards of Cystoscopic Media Content for Artificial Intelligence
- On the role of Model Uncertainties in Bayesian Optimization
- Risk-Averse Reinforcement Learning via Dynamic Time-Consistent Risk Measures
- Deep-Reinforcement-Learning-based Path Planning for Industrial Robots using Distance Sensors as Observation
- Generalized Invariant Matching Property via LASSO
- Compress Then Test: Powerful Kernel Testing in Near-linear Time
- The Role of Heuristics and Biases During Complex Choices with an AI Teammate
- Desbordante: from benchmarking suite to high-performance science-intensive data profiler (preprint)
- Towards Spatial Equilibrium Object Detection
- Hand Gesture Recognition through Reflected Infrared Light Wave Signals
- tasksource: A Dataset Harmonization Framework for Streamlined NLP Multi-Task Learning and Evaluation
- Knowledge is Power, Understanding is Impact: Utility and Beyond Goals, Explanation Quality, and Fairness in Path Reasoning Recommendation
- Deep Learning Provides Rapid Screen for Breast Cancer Metastasis with Sentinel Lymph Nodes
- End-to-End Page-Level Assessment of Handwritten Text Recognition
- Drug Synergistic Combinations Predictions via Large-Scale Pre-Training and Graph Structure Learning
- Day-Ahead PV Power Forecasting Based on MSTL-TFT
- An Order-Complexity Model for Aesthetic Quality Assessment of Symbolic Homophony Music Scores
- Semantic and Effective Communication for Remote Control Tasks with Dynamic Feature Compression
- Static, dynamic and stability analysis of multi-dimensional functional graded plate with variable thickness using deep neural network
- Model-based Transfer Learning for Automatic Optical Inspection based on domain discrepancy
- Jointly Learning Consistent Causal Abstractions Over Multiple Interventional Distributions
- Object Detection performance variation on compressed satellite image datasets with iquaflow
- TikTalk: A Video-Based Dialogue Dataset for Multi-Modal Chitchat in Real World
- Diatom-inspired architected materials using language-based deep learning: Perception, transformation and manufacturing
- CEDAS: A Compressed Decentralized Stochastic Gradient Method with Improved Convergence
- Dyna-DepthFormer: Multi-frame Transformer for Self-Supervised Depth Estimation in Dynamic Scenes
- Functional Neural Networks: Shift invariant models for functional data with applications to EEG classification
- Gated Self-supervised Learning For Improving Supervised Learning
- Recent advances in artificial intelligence for retrosynthesis
- Detecting Stance of Authorities towards Rumors in Arabic Tweets: A Preliminary Study
- State of the Art and Potentialities of Graph-level Learning
- Robust Remote Sensing Scene Classification with Multi-View Voting and Entropy Ranking
- EARL: An Elliptical Distribution aided Adaptive Rotation Label Assignment for Oriented Object Detection in Remote Sensing Images
- CrysGNN : Distilling pre-trained knowledge to enhance property prediction for crystalline materials
- S2Net: Accurate Panorama Depth Estimation on Spherical Surface
- Leveraging Large Language Models to Power Chatbots for Collecting User Self-Reported Data
- CHAMP: Crowdsourced, History-Based Advisory of Mapped Pedestrians for Safer Driver Assistance Systems
- NCP: Neural Correspondence Prior for Effective Unsupervised Shape Matching
- (Safe) SMART Hands: Hand Activity Analysis and Distraction Alerts Using a Multi-Camera Framework
- Discovery of 2D materials using Transformer Network based Generative Design
- A Reconfigurable Data Glove for Reconstructing Physical and Virtual Grasps
- Deepfake Detection using Biological Features: A Survey
- Understanding the Spectral Bias of Coordinate Based MLPs Via Training Dynamics
- First Three Years of the International Verification of Neural Networks Competition (VNN-COMP)
- Who Should I Trust: AI or Myself? Leveraging Human and AI Correctness Likelihood to Promote Appropriate Trust in AI-Assisted Decision-Making
- Safe Control Transitions: Machine Vision Based Observable Readiness Index and Data-Driven Takeover Time Prediction
- Salient Sign Detection In Safe Autonomous Driving: AI Which Reasons Over Full Visual Context
- FedSSC: Shared Supervised-Contrastive Federated Learning
- Learning Trajectory-Conditioned Relations to Predict Pedestrian Crossing Behavior
- Poisoning Attacks and Defenses in Federated Learning: A Survey
- RMM: Reinforced Memory Management for Class-Incremental Learning