Transformers

RL + Transformer = A General-Purpose Problem Solver ACL 2025 RMP-SAM: Towards Real-Time Multi-Purpose Segment Anything ICLR 2025 RNNs are not Transformers (Yet): The Key Bottleneck on In-Context Retrieval ICLR 2025 Robust Adverse Weather Removal via Spectral-based Spatial Grouping ICCV 2025 Robust and Unbounded Length Generalization in Autoregressive Transformer-Based Text-to-Speech NAACL 2025 Robust Detection of Persuasion Techniques in Slavic Languages via Multitask Debiasing and Walking Embeddings ACL 2025 Robust Message Embedding via Attention Flow-Based Steganography CVPR 2025 Robust Multimodal Survival Prediction with Conditional Latent Differentiation Variational AutoEncoder CVPR 2025 Robust Tracking via Mamba-based Context-aware Token Learning AAAI 2025 RollingQ: Reviving the Cooperation Dynamics in Multimodal Transformer ICML 2025 RRG-Mamba: Efficient Radiology Report Generation with State Space Model IJCAI 2025 RRT-MVS: Recurrent Regularization Transformer for Multi-View Stereo AAAI 2025 RSSN at Multilingual Counterspeech Generation: Leveraging Lightweight Transformers for Efficient and Context-Aware Counter-Narrative Generation COLING 2025 RSTSIC: Reparameterized Swin Transformer Stereo Image Compression ACML 2025 RS-vHeat: Heat Conduction Guided Efficient Remote Sensing Foundation Model ICCV 2025 RT-DETRv3: Real-Time End-to-End Object Detection with Hierarchical Dense Positive Supervision WACV 2025 RTSM: Knowledge Distillation with Diverse Signals for Efficient Real-Time Semantic Matching in E-Commerce NAACL 2025 Rubic2: Ensemble Model for Russian Lemmatization ACL 2025 Run LoRA Run: Faster and Lighter LoRA Implementations ACL 2025 S2M2: Scalable Stereo Matching Model for Reliable Depth Estimation ICCV 2025 S2-Track: A Simple yet Strong Approach for End-to-End 3D Multi-Object Tracking ICML 2025 S³-Mamba: Small-Size-Sensitive Mamba for Lesion Segmentation AAAI 2025 Safe Decision Transformer with Learning-based Constraints L4DC 2025 SAFER: Sharpness Aware layer-selective Finetuning for Enhanced Robustness in vision transformers ICCV 2025 SAFIRE: Segment Any Forged Image Region AAAI 2025