Transformers

Dynamic Prefix as Instructor for Incremental Named Entity Recognition: A Unified Seq2Seq Generation Framework ACL 2025 Dynamic Task Vector Grouping for Efficient Multi-Task Prompt Tuning ACL 2025 Dynamic-VLM: Simple Dynamic Visual Token Compression for VideoLLM ICCV 2025 DynImg: Key Frames with Visual Prompts are Good Representation for Multi-Modal Video Understanding ICCV 2025 Each graph is a new language: Graph Learning with LLMs ACL 2025 EAMamba: Efficient All-Around Vision State Space Model for Image Restoration ICCV 2025 Easi3R: Estimating Disentangled Motion from DUSt3R Without Training ICCV 2025 EasyControl: Adding Efficient and Flexible Control for Diffusion Transformer ICCV 2025 EA-Vit: Efficient Adaptation for Elastic Vision Transformer ICCV 2025 EC-Diffuser: Multi-Object Manipulation via Entity-Centric Behavior Generation ICLR 2025 EC-DIT: Scaling Diffusion Transformers with Adaptive Expert-Choice Routing ICLR 2025 EchoDiffusion: Waveform Conditioned Diffusion Models for Echo-Based Depth Estimation AAAI 2025 EdgeInfinite: A Memory-Efficient Infinite-Context Transformer for Edge Devices ACL 2025 EditAR: Unified Conditional Generation with Autoregressive Models CVPR 2025 EDMB: Edge Detector with Mamba WACV 2025 EduCSW: Building a Mandarin-English Code-Switched Generation Pipeline for Computer Science Learning ACL 2025 EFDTR: Learnable Elliptical Fourier Descriptor Transformer for Instance Segmentation ICML 2025 Effective Context in Neural Speech Models Interspeech 2025 Effective Diffusion Transformer Architecture for Image Super-Resolution AAAI 2025 Effective Training Data Synthesis for Improving MLLM Chart Understanding ICCV 2025 Efficient Attention-Sharing Information Distillation Transformer for Lightweight Single Image Super-Resolution AAAI 2025 Efficient Autoregressive Shape Generation via Octree-Based Adaptive Tokenization ICCV 2025 Efficient Concertormer for Image Deblurring and Beyond ICCV 2025 EfficientCrackNet: A Lightweight Model for Crack Segmentation WACV 2025 Efficient Cross-Episode Meta-RL ICLR 2025