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Transformers

9294 directly classified papers

Papers per year

Papers

3D-LLaVA: Towards Generalist 3D LMMs with Omni Superpoint Transformer CVPR 2025
Hybrid Global-Local Representation with Augmented Spatial Guidance for Zero-Shot Referring Image Segmentation CVPR 2025
Prompt-CAM: Making Vision Transformers Interpretable for Fine-Grained Analysis CVPR 2025
Deconstructing Attention: Investigating Design Principles for Effective Language Modeling IJCNLP 2025
BWFormer: Building Wireframe Reconstruction from Airborne LiDAR Point Cloud with Transformer CVPR 2025
Stretching Each Dollar: Diffusion Training from Scratch on a Micro-Budget CVPR 2025
MossNet: Mixture of State-Space Experts is a Multi-Head Attention IJCNLP 2025
AMR-Transformer: Enabling Efficient Long-range Interaction for Complex Neural Fluid Simulation CVPR 2025
Mamba-Reg: Vision Mamba Also Needs Registers CVPR 2025
Closest Neighbors are Harmful for Lightweight Masked Auto-encoders CVPR 2025
QCS:Feature Refining from Quadruplet Cross Similarity for Facial Expression Recognition AAAI 2025
Positional Bias in Long-Document Ranking: Impact, Assessment, and Mitigation IJCNLP 2025
Semantic and Sequential Alignment for Referring Video Object Segmentation CVPR 2025
Beyond Classification: Towards Speech Emotion Reasoning with Multitask AudioLLMs IJCNLP 2025
Wavelet and Prototype Augmented Query-based Transformer for Pixel-level Surface Defect Detection CVPR 2025
FastVLM: Self-Speculative Decoding for Fast Vision-Language Model Inference IJCNLP 2025
UniSTD: Towards Unified Spatio-Temporal Learning across Diverse Disciplines CVPR 2025
TaCL-CoMoE: Task-adaptive Contrastive Learning with Cooperative Mixture of Experts for Multi-task Social Media Analysis IJCNLP 2025
Similarity-Guided Layer-Adaptive Vision Transformer for UAV Tracking CVPR 2025
On the Interplay between Positional Encodings, Morphological Complexity, and Word Order Flexibility IJCNLP 2025
Efficient Data Driven Mixture-of-Expert Extraction from Trained Networks CVPR 2025
VideoChain: A Transformer-Based Framework for Multi-hop Video Question Generation IJCNLP 2025
A Universal Scale-Adaptive Deformable Transformer for Image Restoration across Diverse Artifacts CVPR 2025
Interpreting the Effects of Quantization on LLMs IJCNLP 2025
DCTMamba: Advancing JPEG Image Restoration Through Long-Sequence Modeling and Adaptive Frequency Strategy AAAI 2025