Transformers

Devil is in the Uniformity: Exploring Diverse Learners within Transformer for Image Restoration ICCV 2025 DFormerv2: Geometry Self-Attention for RGBD Semantic Segmentation CVPR 2025 DGFamba: Learning Flow Factorized State Space for Visual Domain Generalization AAAI 2025 Dialectal and Low Resource Machine Translation for Aromanian COLING 2025 DiaMond: Dementia Diagnosis with Multi-Modal Vision Transformers using MRI and PET WACV 2025 Dianchi at SemEval-2025 Task 11: Multilabel Emotion Recognition via Orthogonal Knowledge Distillation SemEval 2025 DICE: End-to-end Deformation Capture of Hand-Face Interactions from a Single Image ICLR 2025 DictAS: A Framework for Class-Generalizable Few-Shot Anomaly Segmentation via Dictionary Lookup ICCV 2025 DiffCorr: Conditional Diffusion Model with Reliable Pseudo-Label Guidance for Unsupervised Point Cloud Shape Correspondence AAAI 2025 Differentiable and Learnable Wireless Simulation with Geometric Transformers ICLR 2025 Differentiation and Specialization of Attention Heads via the Refined Local Learning Coefficient ICLR 2025 DiffLocks: Generating 3D Hair from a Single Image using Diffusion Models CVPR 2025 Diff-MoE: Diffusion Transformer with Time-Aware and Space-Adaptive Experts ICML 2025 DiffMS: Diffusion Generation of Molecules Conditioned on Mass Spectra ICML 2025 Diff-Prompt: Diffusion-Driven Prompt Generator with Mask Supervision ICLR 2025 DiffSkip: Differential Layer Skipping in Large Language Models ACL 2025 DiffStereo: End-to-End Mono-to-Stereo Audio Generation with Diffusion Transformer Interspeech 2025 DiffTell: A High-Quality Dataset for Describing Image Manipulation Changes ICCV 2025 Diffusion Directed Acyclic Transformer for Non-Autoregressive Machine Translation ACL 2025 DiffusionSfM: Predicting Structure and Motion via Ray Origin and Endpoint Diffusion CVPR 2025 Diffusion Transformer Captures Spatial-Temporal Dependencies: A Theory for Gaussian Process Data ICLR 2025 Diffusion Transformer meets Multi-level Wavelet Spectrum for Single Image Super-Resolution ICCV 2025 DiffVsgg: Diffusion-Driven Online Video Scene Graph Generation CVPR 2025 DiGIT: Multi-Dilated Gated Encoder and Central-Adjacent Region Integrated Decoder for Temporal Action Detection Transformer CVPR 2025 DiG: Scalable and Efficient Diffusion Models with Gated Linear Attention CVPR 2025