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Transformers

9294 directly classified papers

Papers per year

Papers

Efficiently Seeking Flat Minima for Better Generalization in Fine-Tuning Large Language Models and Beyond AAAI 2026

SimDiff: Simpler Yet Better Diffusion Model for Time Series Point Forecasting AAAI 2026

PrefixGPT: Prefix Adder Optimization by a Generative Pre-trained Transformer AAAI 2026

EnViT: Enhancing the Performance of Early-Exit Vision Transformers via Exit-Aware Structured Dropout-Enabled Self-Distillation AAAI 2026

QueryCraft: Transformer-Guided Query Initialization for Enhanced Human-Object Interaction Detection AAAI 2026

SEBSFormer: A Spectral-Enhanced Bi-Stream Transformer for Robust EEG Decoding AAAI 2026

H-RDT: Human Manipulation Enhanced Bimanual Robotic Manipulation AAAI 2026

NaVLA$^2$: A Vision-Language-Audio-Action Model for Multimodal Instruction Navigation AAAI 2026

DiTEA: Mixture-of-Experts for Vision-Language-Action Model in Robotic Manipulation AAAI 2026

TTF-VLA: Temporal Token Fusion via Pixel-Attention Integration for Vision-Language-Action Models AAAI 2026

MMMamba: A Versatile Cross-Modal in Context Fusion Framework for Pan-Sharpening and Zero-Shot Image Enhancement AAAI 2026

GraphGrasp: Lightweight and Efficient Graph-Guided 6-DoF Robotic Grasp Pose Estimation Network AAAI 2026

GT-SNT: A Linear-Time Transformer for Large-Scale Graphs via Spiking Node Tokenization AAAI 2026

TrajAgg: Dual-Scale Feature Aggregation with Hybrid Training for Trajectory Similarity Computation in Free Space AAAI 2026

EPIC: Explanation of Pretrained Image Classification Networks via Prototypes AAAI 2026

Scalable Semi-supervised Community Search via Graph Transformer on Attributed Heterogeneous Information Networks AAAI 2026

Flexible Concept Bottleneck Model AAAI 2026

NTSFormer: A Self-Teaching Graph Transformer for Multimodal Isolated Cold-Start Node Classification AAAI 2026

FreqTAD: Multi-scale Frequency Encoding and Time-Frequency Attention for Anomaly Detection in Dynamic Graphs AAAI 2026

Hierarchical Frequency-Decomposition Graph Neural Networks for Road Network Representation Learning AAAI 2026

WaveDiST: A Wavelet Diffusion Transformer for Spatio-Temporal Estimation on Unobserved Locations AAAI 2026

Adaptive Frequency Pathways for Spatiotemporal Forecasting AAAI 2026

DMGIN: How Multimodal LLMs Enhance Large Recommendation Models for Lifelong User Post-click Behaviors AAAI 2026

Any2RSI: Controllable Remote Sensing Text-to-Image Generation via Any Control and Enriched Description AAAI 2026

VQ-Insight: Teaching VLMs for AI-Generated Video Quality Understanding via Progressive Visual Reinforcement Learning AAAI 2026