Deep Learning

Non-stationary Diffusion For Probabilistic Time Series Forecasting ICML 2025 Non-Stationary Predictions May Be More Informative: Exploring Pseudo-Labels with a Two-Phase Pattern of Training Dynamics ICML 2025 No Pains, More Gains: Recycling Sub-Salient Patches for Efficient High-Resolution Image Recognition CVPR 2025 No Pose at All: Self-Supervised Pose-Free 3D Gaussian Splatting from Sparse Views ICCV 2025 NormalCrafter: Learning Temporally Consistent Normals from Video Diffusion Priors ICCV 2025 Normalize Then Propagate: Efficient Homophilous Regularization for Few-Shot Semi-Supervised Node Classification AAAI 2025 Normalizing Flows are Capable Generative Models ICML 2025 Normal-NeRF: Ambiguity-Robust Normal Estimation for Highly Reflective Scenes AAAI 2025 NormXLogit: The Head-on-Top Never Lies EMNLP 2025 Nota AI at GenAI Detection Task 1: Unseen Language-Aware Detection System for Multilingual Machine-Generated Text COLING 2025 Not All Degradations Are Equal: A Targeted Feature Denoising Framework for Generalizable Image Super-Resolution ICCV 2025 Not All Frame Features Are Equal: Video-to-4D Generation via Decoupling Dynamic-Static Features ICCV 2025 Not All Layers of LLMs Are Necessary During Inference IJCAI 2025 Not All Parameters Are Created Equal: Smart Isolation Boosts Fine-Tuning Performance EMNLP 2025 Not All Parameters Matter: Masking Diffusion Models for Enhancing Generation Ability CVPR 2025 Not All Prompts Are Made Equal: Prompt-based Pruning of Text-to-Image Diffusion Models ICLR 2025 Not all solutions are created equal: An analytical dissociation of functional and representational similarity in deep linear neural networks ICML 2025 Not All Terms Matter: Recall-Oriented Adaptive Learning for PLM-aided Query Expansion in Open-Domain Question Answering ACL 2025 Not All Tokens Matter All The Time: Dynamic Token Aggregation Towards Efficient Detection Transformers ICML 2025 Not all Views are Created Equal: Analyzing Viewpoint Instabilities in Vision Foundation Models ICCV 2025 Not All Wrong is Bad: Using Adversarial Examples for Unlearning ICML 2025 NOTA: Multimodal Music Notation Understanding for Visual Large Language Model NAACL 2025 No Task Left Behind: Isotropic Model Merging with Common and Task-Specific Subspaces ICML 2025 Notes-guided MLLM Reasoning: Enhancing MLLM with Knowledge and Visual Notes for Visual Question Answering CVPR 2025 Not-Just-Scaling Laws: Towards a Better Understanding of the Downstream Impact of Language Model Design Decisions EMNLP 2025