Model Architecture

Hierarchical Mixture of Experts: Generalizable Learning for High-Level Synthesis AAAI 2025 High-Pass Kernel Prediction for Efficient Video Deblurring WACV 2025 High-Rank Irreducible Cartesian Tensor Decomposition and Bases of Equivariant Spaces JMLR 2025 HIIF: Hierarchical Encoding based Implicit Image Function for Continuous Super-resolution CVPR 2025 Homomorphism Counts as Structural Encodings for Graph Learning ICLR 2025 Hopscotch: Discovering and Skipping Redundancies in Language Models EMNLP 2025 How Jailbreak Defenses Work and Ensemble? A Mechanistic Investigation EMNLP 2025 How Learnable Grids Recover Fine Detail in Low Dimensions: A Neural Tangent Kernel Analysis of Multigrid Parametric Encodings ICLR 2025 How to set AdamW’s weight decay as you scale model and dataset size ICML 2025 How Well Can a Long Sequence Model Model Long Sequences? Comparing Architectural Inductive Biases on Long-Context Abilities COLING 2025 HUNet: Homotopy Unfolding Network for Image Compressive Sensing CVPR 2025 Hybrid Batch Normalisation: Resolving the Dilemma of Batch Normalisation in Federated Learning ICML 2025 HydraOpt: Navigating the Efficiency-Performance Trade-off of Adapter Merging EMNLP 2025 Hypercomplex Transformer: Novel Attention Mechanism IJCNLP 2025 IDInit: A Universal and Stable Initialization Method for Neural Network Training ICLR 2025 If Attention Serves as a Cognitive Model of Human Memory Retrieval, What is the Plausible Memory Representation? ACL 2025 Image Conductor: Precision Control for Interactive Video Synthesis AAAI 2025 Impromptu Cybercrime Euphemism Detection COLING 2025 Improve Representation for Imbalanced Regression through Geometric Constraints CVPR 2025 Improving Accuracy and Calibration via Differentiated Deep Mutual Learning CVPR 2025 Improving Generalization of Deep Neural Networks by Optimum Shifting AAAI 2025 Improving Rectified Flow with Boundary Conditions ICCV 2025 Improving Shift Invariance in Convolutional Neural Networks with Translation Invariant Polyphase Sampling WACV 2025 Inceptive Transformers: Enhancing Contextual Representations through Multi-Scale Feature Learning Across Domains and Languages EMNLP 2025 Indirect Gradient Matching for Adversarial Robust Distillation ICLR 2025