Transformers

Unlocking the Potential of Pre-trained Vision Transformers for Few-Shot Semantic Segmentation through Relationship Descriptors CVPR 2024 Unraveling Molecular Structure: A Multimodal Spectroscopic Dataset for Chemistry NeurIPS 2024 Unraveling the Gradient Descent Dynamics of Transformers NeurIPS 2024 Unsupervised Exemplar-Based Image-to-Image Translation and Cascaded Vision Transformers for Tagged and Untagged Cardiac Cine MRI Registration WACV 2024 Unveil Benign Overfitting for Transformer in Vision: Training Dynamics, Convergence, and Generalization NeurIPS 2024 Unveiling Encoder-Free Vision-Language Models NeurIPS 2024 Unveiling Induction Heads: Provable Training Dynamics and Feature Learning in Transformers NeurIPS 2024 Unveiling the Hidden Structure of Self-Attention via Kernel Principal Component Analysis NeurIPS 2024 Unveiling the Power of Audio-Visual Early Fusion Transformers with Dense Interactions through Masked Modeling CVPR 2024 Unveiling the Power of Integration: Block Diagram Summarization through Local-Global Fusion ACL 2024 Unveiling the Role of Pretraining in Direct Speech Translation EMNLP 2024 UoM-DFKI submission to the low resource shared task ACL 2024 UPDP: A Unified Progressive Depth Pruner for CNN and Vision Transformer AAAI 2024 UPOCR: Towards Unified Pixel-Level OCR Interface ICML 2024 UPS: Unified Projection Sharing for Lightweight Single-Image Super-resolution and Beyond NeurIPS 2024 URDFormer: A Pipeline for Constructing Articulated Simulation Environments from Real-World Images RSS 2024 USTC-BUPT at SemEval-2024 Task 8: Enhancing Machine-Generated Text Detection via Domain Adversarial Neural Networks and LLM Embeddings SemEval 2024 V2A-Mapper: A Lightweight Solution for Vision-to-Audio Generation by Connecting Foundation Models AAAI 2024 VariViT: A Vision Transformer for Variable Image Sizes MIDL 2024 Varying Sentence Representations via Condition-Specified Routers EMNLP 2024 VCR-Graphormer: A Mini-batch Graph Transformer via Virtual Connections ICLR 2024 V-DETR: DETR with Vertex Relative Position Encoding for 3D Object Detection ICLR 2024 VD-GR: Boosting Visual Dialog With Cascaded Spatial-Temporal Multi-Modal Graphs WACV 2024 VDT: General-purpose Video Diffusion Transformers via Mask Modeling ICLR 2024 VecFusion: Vector Font Generation with Diffusion CVPR 2024