Table of Contents: “... Contrastive Learning for Microsatellite Instability Detection -- Generalizing Nucleus Recognition Model in Multi-source Ki67 Immunohistochemistry Stained Images via Domain-specific Pruning -- Cells are Actors: Social Network Analysis with Classical ML for SOTA...”

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Table of Contents: “... Actor-Action Association in a Weakly Supervised Setting -- Reweighted Non-convex Non-smooth Rank Minimization based Spectral Clustering on Grassmann Manifold -- Biomedical Image Analysis -- Descriptor-Free Multi-View Region Matching for Instance-Wise 3D...”

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Table of Contents: “...Algorithms -- A Study on Dense and Sparse (Visual) Rewards in Robot Policy Learning -- An Open-Source Multi-Goal Reinforcement Learning Environment for Robotic Manipulation with Pybullet -- CPG-Actor: Reinforcement Learning for Central Pattern Generators...”

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Table of Contents: “...Intelligent Computing in Computer Vision -- BIDGAN: Blind Image Deblurring with Improved CycleGAN and Frequency Filtering -- Emotional interaction computing of actors in the mass incidents -- Multi Spatial Convolution Block for Lane Lines Semantic...”

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Table of Contents: “... and Super-Turing Computation in Recurrent Neural Networks -- Reinforcement learning I -- Learning to Plan via a Multi-Step Policy Regression Method -- Behaviour-conditioned policies for cooperative reinforcement learning tasks -- Integrated Actor-Critic for Deep...”

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Table of Contents: “... Financial Risk Prediction -- Ambient intelligence systems for the elderly: A privacy perspective -- Synchronization Analysis in Models of Coupled Oscillators -- Classification of Actors in Social Networks using RLVECO -- Detecting Apples in Orchards using YOLO-v3...”

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