Transformers

VQ4DiT: Efficient Post-Training Vector Quantization for Diffusion Transformers AAAI 2025 VQ-SGen: A Vector Quantized Stroke Representation for Creative Sketch Generation ICCV 2025 VRoPE: Rotary Position Embedding for Video Large Language Models EMNLP 2025 VSRM: A Robust Mamba-Based Framework for Video Super-Resolution ICCV 2025 VSSD: Vision Mamba with Non-Causal State Space Duality ICCV 2025 Wavelet and Prototype Augmented Query-based Transformer for Pixel-level Surface Defect Detection CVPR 2025 WaveletMixer: A Multi-Resolution Wavelets Based MLP-Mixer for Multivariate Long-Term Time Series Forecasting AAAI 2025 WAVE: Weighted Autoregressive Varying Gate for Time Series Forecasting ICML 2025 WC Team at SemEval-2025 Task 6: PromiseEval: Multinational, Multilingual, Multi-Industry Promise Verification leveraging monolingual and multilingual BERT models SemEval 2025 WeGeFT: Weight-Generative Fine-Tuning for Multi-Faceted Efficient Adaptation of Large Models ICML 2025 Weight Copy and Low-Rank Adaptation for Few-Shot Distillation of Vision Transformers WACV 2025 Weight-of-Thought Reasoning: Exploring Neural Network Weights for Enhanced LLM Reasoning ACL 2025 What Does It Mean to Be a Transformer? Insights from a Theoretical Hessian Analysis ICLR 2025 What If: Understanding Motion Through Sparse Interactions ICCV 2025 What If We Recaption Billions of Web Images with LLaMA-3? ICML 2025 What's in the Image? A Deep-Dive into the Vision of Vision Language Models CVPR 2025 When Large Vision-Language Model Meets Large Remote Sensing Imagery: Coarse-to-Fine Text-Guided Token Pruning ICCV 2025 When Less Is More: Logits-Constrained Framework with RoBERTa for Ancient Chinese NER NAACL 2025 When LRP Diverges from Leave-One-Out in Transformers EMNLP 2025 When Pixel Difference Patterns Meet ViT: PiDiViT for Few-Shot Object Detection ICCV 2025 When Will the Tokens End? Graph-Based Forecasting for LLMs Output Length ACL 2025 Where Am I and What Will I See: An Auto-Regressive Model for Spatial Localization and View Prediction ICLR 2025 Which Transformer to Favor: A Comparative Analysis of Efficiency in Vision Transformers WACV 2025 Whitened CLIP as a Likelihood Surrogate of Images and Captions ICML 2025 Whole Genome Transformer for Gene Interaction Effects in Microbiome Habitat Specificity AAAI 2025