feature compression

Feature Compression May Be the Root Cause of Adversarial Fragility in Neural Network Classifiers (Student Abstract) AAAI 2026 LooC: Effective Low-Dimensional Codebook for Compositional Vector Quantization WACV 2026 RegionFuse: Region-Adaptive Pixel Distribution Learning for Infrared and Visible Image Fusion CVPR 2026 SeD-UD: An Influence-Driven and Hierarchically-Decoupled Information Bottleneck for Multimodal Intent Recognition CVPR 2026 An Information-theoretic Multi-task Representation Learning Framework for Natural Language Understanding AAAI 2025 A Variational Approach for Mitigating Entity Bias in Relation Extraction ACL 2025 Compress to One Point: Neural Collapse for Pre-Trained Model-Based Class-Incremental Learning AAAI 2025 Connector-S: A Survey of Connectors in Multi-modal Large Language Models IJCAI 2025 Generative Map Priors for Collaborative BEV Semantic Segmentation CVPR 2025 HERMES: temporal-coHERent long-forM understanding with Episodes and Semantics ICCV 2025 Online Language Splatting ICCV 2025 Understanding Deep Representation Learning via Layerwise Feature Compression and Discrimination JMLR 2025 AMG-AVSR: Adaptive Modality Guidance for Audio-Visual Speech Recognition via Progressive Feature Enhancement ACML 2024 To Preserve or To Compress: An In-Depth Study of Connector Selection in Multimodal Large Language Models EMNLP 2024 White-Box Transformers via Sparse Rate Reduction: Compression Is All There Is? JMLR 2024 Bridging the Granularity Gap for Acoustic Modeling ACL 2023 Complementary Bi-Directional Feature Compression for Indoor 360deg Semantic Segmentation With Self-Distillation WACV 2023 CORE: Cooperative Reconstruction for Multi-Agent Perception ICCV 2023 How2comm: Communication-Efficient and Collaboration-Pragmatic Multi-Agent Perception NeurIPS 2023 Interpretability with full complexity by constraining feature information ICLR 2023 Neural Rate Estimator and Unsupervised Learning for Efficient Distributed Image Analytics in Split-DNN Models CVPR 2023 Supervised Compression for Resource-Constrained Edge Computing Systems WACV 2022 Coarse-To-Fine Person Re-Identification With Auxiliary-Domain Classification and Second-Order Information Bottleneck CVPR 2021 Selective Feature Compression for Efficient Activity Recognition Inference ICCV 2021 Categorical Feature Compression via Submodular Optimization ICML 2019