Model Architecture

Pruning One More Token is Enough: Leveraging Latency-Workload Non-Linearities for Vision Transformers on the Edge WACV 2025 PSReg: Prior-guided Sparse Mixture of Experts for Point Cloud Registration AAAI 2025 PTQ4VM: Post-Training Quantization for Visual Mamba WACV 2025 Pursuing Feature Separation based on Neural Collapse for Out-of-Distribution Detection ICLR 2025 PyTorchGeoNodes: Enabling Differentiable Shape Programs for 3D Shape Reconstruction CVPR 2025 QR-LoRA: Efficient and Disentangled Fine-tuning via QR Decomposition for Customized Generation ICCV 2025 QT-DoG: Quantization-Aware Training for Domain Generalization ICML 2025 Quality over Quantity in Attention Layers: When Adding More Heads Hurts ICLR 2025 Quanta Neural Networks: From Photons to Perception ICCV 2025 Quantization without Tears CVPR 2025 QuARF: Quality-Adaptive Receptive Fields for Degraded Image Perception AAAI 2025 QuartDepth: Post-Training Quantization for Real-Time Depth Estimation on the Edge CVPR 2025 RankAdaptor: Hierarchical Rank Allocation for Efficient Fine-Tuning Pruned LLMs via Performance Model NAACL 2025 Ranked Entropy Minimization for Continual Test-Time Adaptation ICML 2025 RayFlow: Instance-Aware Diffusion Acceleration via Adaptive Flow Trajectories CVPR 2025 R-BPE: Improving BPE-Tokenizers with Token Reuse EMNLP 2025 RDPI: A Refine Diffusion Probability Generation Method for Spatiotemporal Data Imputation AAAI 2025 Real-time Free-view Human Rendering from Sparse-view RGB Videos using Double Unprojected Textures CVPR 2025 RECAST: Reparameterized, Compact weight Adaptation for Sequential Tasks ICLR 2025 ReFrame: Layer Caching for Accelerated Inference in Real-Time Rendering ICML 2025 Relating Piecewise Linear Kolmogorov Arnold Networks to ReLU Networks AISTATS 2025 ReMoE: Fully Differentiable Mixture-of-Experts with ReLU Routing ICLR 2025 Remove Symmetries to Control Model Expressivity and Improve Optimization ICLR 2025 Representation Shift: Unifying Token Compression with FlashAttention ICCV 2025 Representing Sounds as Neural Amplitude Fields: A Benchmark of Coordinate-MLPs and a Fourier Kolmogorov-Arnold Framework AAAI 2025