u-net architecture

AD-GBC: Anisotropic Granular-Ball Skip-Connection Refiner for UNet-Based Medical Image Segmentation CVPR 2026 FastAnimate: Towards Learnable Template Construction and Pose Deformation for Fast 3D Human Avatar Animation AAAI 2026 Hierarchical Dual-Domain Fusion with Frequency-Guided Spatial Modeling for Pan-Sharpening AAAI 2026 Learning Robust Medical Image Segmentation with Inductive Bias MIDL 2026 MedKamba: A Novel Approach Integrating State-Space Models and Fractional Kolmogorov–Arnold Networks for Medical Image Segmentation MIDL 2026 Controllable 3D Dance Generation Using Diffusion-Based Transformer U-Net AAAI 2025 DarSwin-Unet: Distortion Aware Architecture WACV 2025 Deep learning based spatial aliasing reduction in beamforming for audio capture Interspeech 2025 Mamba-based Hybrid Model for Speech Enhancement Interspeech 2025 MobilePortrait: Real-Time One-Shot Neural Head Avatars on Mobile Devices CVPR 2025 Not All Parameters Matter: Masking Diffusion Models for Enhancing Generation Ability CVPR 2025 One-Way Ticket: Time-Independent Unified Encoder for Distilling Text-to-Image Diffusion Models CVPR 2025 ParaNoise-SV: Integrated Approach for Noise-Robust Speaker Verification with Parallel Joint Learning of Speech Enhancement and Noise Extraction Interspeech 2025 PEIE: Physics Embedded Illumination Estimation for Adaptive Dehazing AAAI 2025 U-Nets as Belief Propagation: Efficient Classification, Denoising, and Diffusion in Generative Hierarchical Models ICLR 2025 You Should Learn to Stop Denoising on Point Clouds in Advance AAAI 2025 Binarized Diffusion Model for Image Super-Resolution NeurIPS 2024 BitsFusion: 1.99 bits Weight Quantization of Diffusion Model NeurIPS 2024 FlowAVSE: Efficient Audio-Visual Speech Enhancement with Conditional Flow Matching Interspeech 2024 FreeU: Free Lunch in Diffusion U-Net CVPR 2024 From Denoising Training To Test-Time Adaptation: Enhancing Domain Generalization for Medical Image Segmentation WACV 2024 Hollowed Net for On-Device Personalization of Text-to-Image Diffusion Models NeurIPS 2024 Improving Training Efficiency of Diffusion Models via Multi-Stage Framework and Tailored Multi-Decoder Architecture CVPR 2024 InstructME: An Instruction Guided Music Edit Framework with Latent Diffusion Models IJCAI 2024 KOALA: Empirical Lessons Toward Memory-Efficient and Fast Diffusion Models for Text-to-Image Synthesis NeurIPS 2024