self-organizing map

SOM Directions Are Better than One: Multi-Directional Refusal Suppression in Language Models AAAI 2026 Credit-based self organizing maps: training deep topographic networks with minimal performance degradation ICLR 2025 SOM-CPC: Unsupervised Contrastive Learning with Self-Organizing Maps for Structured Representations of High-Rate Time Series ICML 2023 Emergence of Hierarchical Layers in a Single Sheet of Self-Organizing Spiking Neurons NeurIPS 2022 Non-Euclidean Self-Organizing Maps IJCAI 2022 Reducing Catastrophic Forgetting in Self Organizing Maps with Internally-Induced Generative Replay (Student Abstract) AAAI 2022 Building the Directed Semantic Graph for Coherent Long Text Generation EMNLP 2021 Clustering Word Embeddings with Self-Organizing Maps. Application on LaRoSeDa - A Large Romanian Sentiment Data Set EACL 2021 SOM-NCSCM : An Efficient Neural Chinese Sentence Compression Model Enhanced with Self-Organizing Map EMNLP 2021 Learning Numeral Embedding EMNLP 2020 SOM-VAE: Interpretable Discrete Representation Learning on Time Series ICLR 2019 Temporally-Aware Acoustic Unit Discovery for Zerospeech 2019 Challenge Interspeech 2019 A Scalable Heterogeneous Parallel SOM Based on MPI/CUDA ACML 2018 SO-Net: Self-Organizing Network for Point Cloud Analysis CVPR 2018 Spatio-Temporal Self-Organizing Map Deep Network for Dynamic Object Detection From Videos CVPR 2017 Unsupervised Learning of Acoustic Units Using Autoencoders and Kohonen Nets Interspeech 2016