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Transformers

9,294 papers

Papers per year

Papers

Structure-Aware Multimodal Sequential Learning for Visual Dialog AAAI 2024
HDformer: A Higher-Dimensional Transformer for Detecting Diabetes Utilizing Long-Range Vascular Signals AAAI 2024
Proxyformer: Nyström-Based Linear Transformer with Trainable Proxy Tokens AAAI 2024
DC-NAS: Divide-and-Conquer Neural Architecture Search for Multi-Modal Classification AAAI 2024
Jointly Modeling Spatio-Temporal Features of Tactile Signals for Action Classification AAAI 2024
Language-Guided Transformer for Federated Multi-Label Classification AAAI 2024
UPDP: A Unified Progressive Depth Pruner for CNN and Vision Transformer AAAI 2024
DART: Dual-Modal Adaptive Online Prompting and Knowledge Retention for Test-Time Adaptation AAAI 2024
Autoregressive Omni-Aware Outpainting for Open-Vocabulary 360-Degree Image Generation AAAI 2024
U-Mixer: An Unet-Mixer Architecture with Stationarity Correction for Time Series Forecasting AAAI 2024
Transformer-Based Video-Structure Multi-Instance Learning for Whole Slide Image Classification AAAI 2024
MDGNN: Multi-Relational Dynamic Graph Neural Network for Comprehensive and Dynamic Stock Investment Prediction AAAI 2024
Multi-Level Cross-Modal Alignment for Image Clustering AAAI 2024
Multiscale Attention Wavelet Neural Operator for Capturing Steep Trajectories in Biochemical Systems AAAI 2024
Federated Adaptive Prompt Tuning for Multi-Domain Collaborative Learning AAAI 2024
FFT-Based Dynamic Token Mixer for Vision AAAI 2024
N-gram Unsupervised Compoundation and Feature Injection for Better Symbolic Music Understanding AAAI 2024
V2A-Mapper: A Lightweight Solution for Vision-to-Audio Generation by Connecting Foundation Models AAAI 2024
Considering Nonstationary within Multivariate Time Series with Variational Hierarchical Transformer for Forecasting AAAI 2024
AQ-DETR: Low-Bit Quantized Detection Transformer with Auxiliary Queries AAAI 2024
Critic-Guided Decision Transformer for Offline Reinforcement Learning AAAI 2024
BVT-IMA: Binary Vision Transformer with Information-Modified Attention AAAI 2024
Auto-Prox: Training-Free Vision Transformer Architecture Search via Automatic Proxy Discovery AAAI 2024
Earthfarsser: Versatile Spatio-Temporal Dynamical Systems Modeling in One Model AAAI 2024
Transformer as Linear Expansion of Learngene AAAI 2024