Deep Learning

Reparameterized Complex-valued Neurons Can Efficiently Learn More than Real-valued Neurons via Gradient Descent JMLR 2026 Reparameterized Tensor Ring Functional Decomposition for Multi-Dimensional Data Recovery CVPR 2026 Repetition Makes Perfect: Recurrent Graph Neural Networks Match Message Passing Limit AAAI 2026 Representation Collapse in Machine Translation Through the Lens of Angular Dispersion EACL 2026 Representation-Steered Incremental Adapter-Tuning for Class-Incremental Learning with Pre-Trained Models CVPR 2026 Representing Lean Proofs as Trajectories in Latent Space ACL 2026 Repurposing 3D Generative Model for Autoregressive Layout Generation CVPR 2026 ReSAM: Refine, Requery, and Reinforce: Self-Prompting Point-Supervised Segmentation for Remote Sensing Images CVPR 2026 ResCa: Residual Caching for Diffusion Transformers Acceleration CVPR 2026 ReScene4D: Temporally Consistent Semantic Instance Segmentation of Evolving Indoor 3D Scenes CVPR 2026 Rescind: Countering Image Misconduct in Biomedical Publications with Vision-Language and State-Space Modeling AAAI 2026 ResDiT: Evoking the Intrinsic Resolution Scalability in Diffusion Transformers CVPR 2026 ResGAT: A Residual Graph Attention Network for Cancer Subtype Classification in Whole Slide Images MIDL 2026 Residual Connections Harm Generative Representation Learning CVPR 2026 Residual Decoder Adapter: ID-Preserving Tokenizer Adaption for Autoregressive Text Rendering CVPR 2026 Residual Decoding: Mitigating Hallucinations in Large Vision-Language Models via History-Aware Residual Guidance CVPR 2026 Residual Diffusion Bridge Model for Image Restoration CVPR 2026 Residual Koopman Spectral Profiling for Predicting and Preventing Transformer Training Instability UAI 2026 Resilience Inference for Supply Chains with Hypergraph Neural Network AAAI 2026 Resilient UAV Swarm with Fast Connectivity Recovery and Extensive Coverage AAAI 2026 ResoDiff-44k: High-Fidelity Cross-Lingual Speech and Singing Synthesis via Discrete Diffusion ACL 2026 Resolving Endpoint Underfitting in Diffusion Bridges via Noise Alignment CVPR 2026 Resolving the Identity Crisis in Text-to-Image Generation CVPR 2026 Resonating with RoPE: Spectral Quantization for High-Fidelity Key Cache Compression ACL 2026 Resource Efficient Sleep Staging via Multi-Level Masking and Prompt Learning AAAI 2026