vision transformer

RePaViT: Scalable Vision Transformer Acceleration via Structural Reparameterization on Feedforward Network Layers ICML 2025 ResidualViT for Efficient Temporally Dense Video Encoding ICCV 2025 Rethinking Low-Rank Adaptation in Vision: Exploring Head-Level Responsiveness Across Diverse Tasks WACV 2025 Rethinking Token Reduction with Parameter-Efficient Fine-Tuning in ViT for Pixel-Level Tasks CVPR 2025 Retrieving Argument Graphs Using Vision Transformers ACL 2025 Revisiting Continuity of Image Tokens for Cross-domain Few-shot Learning ICML 2025 Revisiting Image Fusion for Multi-Illuminant White-Balance Correction ICCV 2025 Revisiting Pool-based Prompt Learning for Few-shot Class-incremental Learning ICCV 2025 RI-MAE: Rotation-Invariant Masked AutoEncoders for Self-Supervised Point Cloud Representation Learning AAAI 2025 Robust Image Hashing Based on Contrastive Masked Autoencoder with Weak-Strong Augmentation Alignment AAAI 2025 Robust Message Embedding via Attention Flow-Based Steganography CVPR 2025 SAFER: Sharpness Aware layer-selective Finetuning for Enhanced Robustness in vision transformers ICCV 2025 SAM-Mamba: Mamba Guided SAM Architecture for Generalized Zero-Shot Polyp Segmentation WACV 2025 SATA: Spatial Autocorrelation Token Analysis for Enhancing the Robustness of Vision Transformers CVPR 2025 Scaling Laws in Patchification: An Image Is Worth 50,176 Tokens And More ICML 2025 Seeing More with Less: Human-like Representations in Vision Models CVPR 2025 Self-Supervised Cross-View Correspondence with Predictive Cycle Consistency CVPR 2025 Self-Supervised Learning of Intertwined Content and Positional Features for Object Detection ICML 2025 Semantic Alignment and Reinforcement for Data-Free Quantization of Vision Transformers ICCV 2025 Semantic Equitable Clustering: A Simple and Effective Strategy for Clustering Vision Tokens ICCV 2025 Similarity-Guided Layer-Adaptive Vision Transformer for UAV Tracking CVPR 2025 SPA: 3D Spatial-Awareness Enables Effective Embodied Representation ICLR 2025 Sparse autoencoders reveal selective remapping of visual concepts during adaptation ICLR 2025 Sparse Structure Exploration and Re-optimization for Vision Transformer UAI 2025 SparX: A Sparse Cross-Layer Connection Mechanism for Hierarchical Vision Mamba and Transformer Networks AAAI 2025