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Transformers

9,294 papers

Papers per year

Papers

BiPFT: Binary Pre-trained Foundation Transformer with Low-Rank Estimation of Binarization Residual Polynomials AAAI 2024
A Label Disambiguation-Based Multimodal Massive Multiple Instance Learning Approach for Immune Repertoire Classification AAAI 2024
VQ-FONT: Few-Shot Font Generation with Structure-Aware Enhancement and Quantization AAAI 2024
Task-Free Dynamic Sparse Vision Transformer for Continual Learning AAAI 2024
Efficient Deweahter Mixture-of-Experts with Uncertainty-Aware Feature-Wise Linear Modulation AAAI 2024
Cached Transformers: Improving Transformers with Differentiable Memory Cachde AAAI 2024
Imagine, Initialize, and Explore: An Effective Exploration Method in Multi-Agent Reinforcement Learning AAAI 2024
DTF-AT: Decoupled Time-Frequency Audio Transformer for Event Classification AAAI 2024
DocMSU: A Comprehensive Benchmark for Document-Level Multimodal Sarcasm Understanding AAAI 2024
Audio Generation with Multiple Conditional Diffusion Model AAAI 2024
ShareBERT: Embeddings Are Capable of Learning Hidden Layers AAAI 2024
Enhancing Zero-Shot Multi-Speaker TTS with Negated Speaker Representations AAAI 2024
A Hierarchical Network for Multimodal Document-Level Relation Extraction AAAI 2024
Mastering Context-to-Label Representation Transformation for Event Causality Identification with Diffusion Models AAAI 2024
TextGT: A Double-View Graph Transformer on Text for Aspect-Based Sentiment Analysis AAAI 2024
Layer-Wise Representation Fusion for Compositional Generalization AAAI 2024
Equity-Transformer: Solving NP-Hard Min-Max Routing Problems as Sequential Generation with Equity Context AAAI 2024
GLOP: Learning Global Partition and Local Construction for Solving Large-Scale Routing Problems in Real-Time AAAI 2024
GaLileo: General Linear Relaxation Framework for Tightening Robustness Certification of Transformers AAAI 2024
Multi-Modal Discussion Transformer: Integrating Text, Images and Graph Transformers to Detect Hate Speech on Social Media AAAI 2024
BERTground: A Transformer-Based Model of Background Spectra on the ISS-Based NICER Space Telescope AAAI 2024
Attention-Based Models for Snow-Water Equivalent Prediction AAAI 2024
MineObserver 2.0: A Deep Learning & In-Game Framework for Assessing Natural Language Descriptions of Minecraft Imagery AAAI 2024
Target Focused Shallow Transformer Framework for Efficient Visual Tracking AAAI 2024
The Inhibitor: ReLU and Addition-Based Attention for Efficient Transformers (Student Abstract) AAAI 2024