Archives
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Computer Science, Machine Learning
Exploring Alternative Self-Supervised Learning Tasks for Graph Neural Networks
Computer Science, Machine Learning
Fairness in Machine Learning: A Survey of Approaches and Challenges
Electrical Engineering and Systems Science, Systems and Control
Optimizing Electricity Markets with Uncertainty Management and Bilevel Optimization
Computer Science, Computer Vision and Pattern Recognition
Unlocking the Potential of Diffusion Models: A Comprehensive Review
Transient Behavior of Queueing Systems: An Asymptotic Analysis
Uncovering Hidden Confounding in Observational Studies: A Machine Learning Approach
Computer Science, Computers and Society
Managing Intellectual Property in Open-Source Machine Learning Projects: A Case Study of BigCode
Computer Science, Computer Science and Game Theory
Approximate Nash Equilibria Algorithms for Shapley Network Design Games
Computer Science, Machine Learning
Simulation-Based Inference for Bayesian Decision Making
Computer Science, Computer Vision and Pattern Recognition
Controlled Diffusion: Personalized Text-to-Image Generation Without Test Time Finetuning
Computer Science, Computer Vision and Pattern Recognition
Unlocking Image Generation with Improved Captions and Group Normalization
Controlling High-Level Policy Updates to Mitigate Non-Stationary Transition Problems in Reinforcement Learning
Computer Science, Computer Vision and Pattern Recognition
Enhancing Vehicle Parking Management with Deep Learning Solutions
Computer Science, Computer Vision and Pattern Recognition
Co-Habiting with Avatars and Robots: A Research Platform for Embodied AI
Computer Science, Computer Vision and Pattern Recognition
Generating Realistic Sign Language Using Deep Learning
Computer Science, Computer Vision and Pattern Recognition
Method for Real-Time Talking Head Synthesis with Improved Audio-Visual Alignment
Computer Science, Computer Vision and Pattern Recognition
Efficient Lossy Compression of JPEG Images via Deep Learning
Artificial Intelligence, Computer Science
Enhancing Structured Descriptions in Large Knowledge Models
Computer Science, Machine Learning