transformer architecture

1555 papers

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Also known as

TTE STTR TGT DIT ENT BERT DETR ROBERTA TA

Co-occurring keywords

attention mechanism (3975) neural machine translation (2310) transformer model (1988) representation learning (6174) language model (4573) neural network (6616) self-attention mechanism (350) multimodal learning (4622) machine translation (2472) large language model (12755)

Papers

Pseudo-Siamese Blind-spot Transformers for Self-Supervised Real-World Denoising NIPS 2024

Position Coupling: Improving Length Generalization of Arithmetic Transformers Using Task Structure NIPS 2024

VSFormer: Visual-Spatial Fusion Transformer for Correspondence Pruning AAAI 2024

Target Focused Shallow Transformer Framework for Efficient Visual Tracking AAAI 2024

Groupwise Query Specialization and Quality-Aware Multi-Assignment for Transformer-based Visual Relationship Detection CVPR 2024

Bridging the Gap: A Unified Video Comprehension Framework for Moment Retrieval and Highlight Detection CVPR 2024

QDETRv: Query-Guided DETR for One-Shot Object Localization in Videos AAAI 2024

PointInfinity: Resolution-Invariant Point Diffusion Models CVPR 2024

Adapt or Perish: Adaptive Sparse Transformer with Attentive Feature Refinement for Image Restoration CVPR 2024

SPOC: Imitating Shortest Paths in Simulation Enables Effective Navigation and Manipulation in the Real World CVPR 2024

How Much Context Does My Attention-Based ASR System Need? INTERSPEECH 2024

MFOS: Model-Free & One-Shot Object Pose Estimation AAAI 2024

STViT: Improving Self-Supervised Multi-Camera Depth Estimation with Spatial-Temporal Context and Adversarial Geometry Regularization (Student Abstract) AAAI 2024

AsCAN: Asymmetric Convolution-Attention Networks for Efficient Recognition and Generation NIPS 2024

SDMTR: A Brain-inspired Transformer for Relation Inference AISTATS 2024

Learning to grok: Emergence of in-context learning and skill composition in modular arithmetic tasks NIPS 2024

ODIN: A Single Model for 2D and 3D Segmentation CVPR 2024

Weight decay induces low-rank attention layers NIPS 2024

Separations in the Representational Capabilities of Transformers and Recurrent Architectures NIPS 2024

Temporal-Channel Modeling in Multi-head Self-Attention for Synthetic Speech Detection INTERSPEECH 2024

PBWR: Parametric-Building-Wireframe Reconstruction from Aerial LiDAR Point Clouds CVPR 2024

Point Transformer V3: Simpler Faster Stronger CVPR 2024

Pretrained Transformer Efficiently Learns Low-Dimensional Target Functions In-Context NIPS 2024

Reconstructing Hands in 3D with Transformers CVPR 2024

Feature Re-Embedding: Towards Foundation Model-Level Performance in Computational Pathology CVPR 2024