Deep Learning

Generalization Analysis for Supervised Contrastive Representation Learning under Non-IID Settings ICML 2025 Generalization and Distributed Learning of GFlowNets ICLR 2025 Generalization Bounds and Model Complexity for Kolmogorov–Arnold Networks ICLR 2025 Generalization Bounds via Meta-Learned Model Representations: PAC-Bayes and Sample Compression Hypernetworks ICML 2025 Generalization error bound for denoising score matching under relaxed manifold assumption COLT 2025 Generalization, Expressivity, and Universality of Graph Neural Networks on Attributed Graphs ICLR 2025 Generalization in VAE and Diffusion Models: A Unified Information-Theoretic Analysis ICLR 2025 Generalization of Graph Neural Networks Is Robust to Model Mismatch AAAI 2025 Generalized and Efficient 2D Gaussian Splatting for Arbitrary-scale Super-Resolution ICCV 2025 Generalized Attention Flow: Feature Attribution for Transformer Models via Maximum Flow ACL 2025 Generalized Category Discovery via Reciprocal Learning and Class-Wise Distribution Regularization ICML 2025 Generalized Class Discovery in Instance Segmentation AAAI 2025 Generalized Consistency Trajectory Models for Image Manipulation ICLR 2025 Generalized Deep Multi-view Clustering via Causal Learning with Partially Aligned Cross-view Correspondence ICCV 2025 Generalized Diffusion Detector: Mining Robust Features from Diffusion Models for Domain-Generalized Detection CVPR 2025 Generalized Embedding Models for Industry 4.0 Applications EMNLP 2025 Generalized Gaussian Entropy Model for Point Cloud Attribute Compression with Dynamic Likelihood Intervals CVPR 2025 Generalized Implicit Neural Representations for Dynamic Molecular Surface Modeling AAAI 2025 Generalized Recorrupted-to-Recorrupted: Self-Supervised Learning Beyond Gaussian Noise CVPR 2025 Generalized Tensor-based Parameter-Efficient Fine-Tuning via Lie Group Transformations ICCV 2025 Generalized Zero-Shot Classification via Semantics-Free Inter-Class Feature Generation CVPR 2025 Generalizing Alignment Paradigm of Text-to-Image Generation with Preferences Through f-Divergence Minimization AAAI 2025 Generalizing Deepfake Video Detection with Plug-and-Play: Video-Level Blending and Spatiotemporal Adapter Tuning CVPR 2025 Generalizing Reasoning Problems to Longer Lengths ICLR 2025 Generalizing Weisfeiler-Lehman Kernels to Subgraphs ICLR 2025