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Transformers

9294 directly classified papers

Papers per year

Papers

Principled Understanding of Generalization for Generative Transformer Models in Arithmetic Reasoning Tasks ACL 2025
Advancing SMoE for Continuous Domain Adaptation of MLLMs: Adaptive Router and Domain-Specific Loss ACL 2025
PoseLLaVA: Pose Centric Multimodal LLM for Fine-Grained 3D Pose Manipulation AAAI 2025
Seurat: From Moving Points to Depth CVPR 2025
DiT4Edit: Diffusion Transformer for Image Editing AAAI 2025
MambaOut: Do We Really Need Mamba for Vision? CVPR 2025
ModernBERT or DeBERTaV3? Examining Architecture and Data Influence on Transformer Encoder Models Performance IJCNLP 2025
SATA: Spatial Autocorrelation Token Analysis for Enhancing the Robustness of Vision Transformers CVPR 2025
Exploring Unbiased Deepfake Detection via Token-Level Shuffling and Mixing AAAI 2025
ReVision: A Dataset and Baseline VLM for Privacy-Preserving Task-Oriented Visual Instruction Rewriting IJCNLP 2025
Adaptive Collaborative Labeling with MLLMs for Low-Resource Multimodal Emotion Recognition IJCNLP 2025
Spiking Transformer with Spatial-Temporal Attention CVPR 2025
Revisiting Word Embeddings in the LLM Era IJCNLP 2025
Interpreting the Effects of Quantization on LLMs IJCNLP 2025
Dual Prompting Image Restoration with Diffusion Transformers CVPR 2025
DiffCorr: Conditional Diffusion Model with Reliable Pseudo-Label Guidance for Unsupervised Point Cloud Shape Correspondence AAAI 2025
Exploring Enhanced Contextual Information for Video-Level Object Tracking AAAI 2025
VideoChain: A Transformer-Based Framework for Multi-hop Video Question Generation IJCNLP 2025
On the Interplay between Positional Encodings, Morphological Complexity, and Word Order Flexibility IJCNLP 2025
Spike2Former: Efficient Spiking Transformer for High-performance Image Segmentation AAAI 2025
TaCL-CoMoE: Task-adaptive Contrastive Learning with Cooperative Mixture of Experts for Multi-task Social Media Analysis IJCNLP 2025
FastVLM: Self-Speculative Decoding for Fast Vision-Language Model Inference IJCNLP 2025
SDFormer: Vision-based 3D Semantic Scene Completion via SAM-assisted Dual-channel Voxel Transformer ICCV 2025
EMPLACE: Self-Supervised Urban Scene Change Detection AAAI 2025
Beyond Classification: Towards Speech Emotion Reasoning with Multitask AudioLLMs IJCNLP 2025