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Transformers

10,397 papers

Papers per year

6
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1792
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Papers

Random-Access Infinite Context Length for Transformers NIPS 2023
Geometric Transformer with Interatomic Positional Encoding NIPS 2023
The CLIP Model is Secretly an Image-to-Prompt Converter NIPS 2023
Learning Dictionary for Visual Attention NIPS 2023
Transformers as Statisticians: Provable In-Context Learning with In-Context Algorithm Selection NIPS 2023
Real-Time Motion Prediction via Heterogeneous Polyline Transformer with Relative Pose Encoding NIPS 2023
Masked Image Residual Learning for Scaling Deeper Vision Transformers NIPS 2023
Joint Prompt Optimization of Stacked LLMs using Variational Inference NIPS 2023
Learning from Visual Observation via Offline Pretrained State-to-Go Transformer NIPS 2023
Focus Your Attention when Few-Shot Classification NIPS 2023
Fast Attention Over Long Sequences With Dynamic Sparse Flash Attention NIPS 2023
ReTR: Modeling Rendering Via Transformer for Generalizable Neural Surface Reconstruction NIPS 2023
NAR-Former V2: Rethinking Transformer for Universal Neural Network Representation Learning NIPS 2023
NU-MCC: Multiview Compressive Coding with Neighborhood Decoder and Repulsive UDF NIPS 2023
CoLLAT: On Adding Fine-grained Audio Understanding to Language Models using Token-Level Locked-Language Tuning NIPS 2023
ATMAN: Understanding Transformer Predictions Through Memory Efficient Attention Manipulation NIPS 2023
ClusterFomer: Clustering As A Universal Visual Learner NIPS 2023
Spike-driven Transformer NIPS 2023
GMSF: Global Matching Scene Flow NIPS 2023
SGFormer: Simplifying and Empowering Transformers for Large-Graph Representations NIPS 2023
Primal-Attention: Self-attention through Asymmetric Kernel SVD in Primal Representation NIPS 2023
Slot-guided Volumetric Object Radiance Fields NIPS 2023
DiT-3D: Exploring Plain Diffusion Transformers for 3D Shape Generation NIPS 2023
MG-ViT: A Multi-Granularity Method for Compact and Efficient Vision Transformers NIPS 2023
xTrimoGene: An Efficient and Scalable Representation Learner for Single-Cell RNA-Seq Data NIPS 2023