Table of Contents: “... Point Motion Estimation -- E-Graph: Minimal Solution for Rigid Rotation with Extensibility Graphs -- Point Cloud Compression with Range Image-Based Entropy Model for Autonomous Driving -- Joint Feature Learning and Relation Modeling for Tracking: A One-Stream...”

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Table of Contents: “... -- Neighborhood Collective Estimation for Noisy Label Identification and Correction -- Few-Shot Class-Incremental Learning via Entropy-Regularized Data-Free Replay -- Anti-Retroactive Interference for Lifelong Learning -- Towards Calibrated Hyper-Sphere Representation...”

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Table of Contents: “...Active Label Correction Using Robust Parameter Update and Entropy Propagation -- Unpaired Image Translation via Vector Symbolic Architectures -- UniNet: Unified Architecture Search with Convolution, Transformer, and MLP -- AMixer: Adaptive Weight Mixing...”

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