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Transformers

9,294 papers

Papers per year

Papers

Are Self-Attentions Effective for Time Series Forecasting? NIPS 2024
PowerPM: Foundation Model for Power Systems NIPS 2024
Clustering in Causal Attention Masking NIPS 2024
SE(3)-bi-equivariant Transformers for Point Cloud Assembly NIPS 2024
Attention Temperature Matters in ViT-Based Cross-Domain Few-Shot Learning NIPS 2024
An In-depth Investigation of Sparse Rate Reduction in Transformer-like Models NIPS 2024
Exploring the Role of Large Language Models in Prompt Encoding for Diffusion Models NIPS 2024
Mixture of Experts Meets Prompt-Based Continual Learning NIPS 2024
ElasTST: Towards Robust Varied-Horizon Forecasting with Elastic Time-Series Transformer NIPS 2024
Multiple Physics Pretraining for Spatiotemporal Surrogate Models NIPS 2024
How Transformers Utilize Multi-Head Attention in In-Context Learning? A Case Study on Sparse Linear Regression NIPS 2024
OPUS: Occupancy Prediction Using a Sparse Set NIPS 2024
Chimera: Effectively Modeling Multivariate Time Series with 2-Dimensional State Space Models NIPS 2024
EGSST: Event-based Graph Spatiotemporal Sensitive Transformer for Object Detection NIPS 2024
UNIT: Unifying Image and Text Recognition in One Vision Encoder NIPS 2024
Latent Plan Transformer for Trajectory Abstraction: Planning as Latent Space Inference NIPS 2024
Scaling Proprioceptive-Visual Learning with Heterogeneous Pre-trained Transformers NIPS 2024
Unraveling Molecular Structure: A Multimodal Spectroscopic Dataset for Chemistry NIPS 2024
Protein-Nucleic Acid Complex Modeling with Frame Averaging Transformer NIPS 2024
Demystify Mamba in Vision: A Linear Attention Perspective NIPS 2024
DeSparsify: Adversarial Attack Against Token Sparsification Mechanisms NIPS 2024
Slice-100K: A Multimodal Dataset for Extrusion-based 3D Printing NIPS 2024
ET-Flow: Equivariant Flow-Matching for Molecular Conformer Generation NIPS 2024
An Image is Worth 32 Tokens for Reconstruction and Generation NIPS 2024
Lumina-Next : Making Lumina-T2X Stronger and Faster with Next-DiT NIPS 2024