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transformer architecture

1555 papers

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TA

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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

FFT-Based Dynamic Token Mixer for Vision AAAI 2024
Lightweight Dynamic Sparse Transformer for Monaural Speech Enhancement INTERSPEECH 2024
Target Focused Shallow Transformer Framework for Efficient Visual Tracking AAAI 2024
STViT: Improving Self-Supervised Multi-Camera Depth Estimation with Spatial-Temporal Context and Adversarial Geometry Regularization (Student Abstract) AAAI 2024
RECANTFormer: Referring Expression Comprehension with Varying Numbers of Targets EMNLP 2024
X4D-SceneFormer: Enhanced Scene Understanding on 4D Point Cloud Videos through Cross-Modal Knowledge Transfer AAAI 2024
CRA-PCN: Point Cloud Completion with Intra- and Inter-level Cross-Resolution Transformers AAAI 2024
WaveFormer: Wavelet Transformer for Noise-Robust Video Inpainting AAAI 2024
SpFormer: Spatio-Temporal Modeling for Scanpaths with Transformer AAAI 2024
Grokking of Implicit Reasoning in Transformers: A Mechanistic Journey to the Edge of Generalization NIPS 2024
NViST: In the Wild New View Synthesis from a Single Image with Transformers CVPR 2024
Improving Spectral Snapshot Reconstruction with Spectral-Spatial Rectification CVPR 2024
Learning Instance-Aware Correspondences for Robust Multi-Instance Point Cloud Registration in Cluttered Scenes CVPR 2024
FilterNet: Harnessing Frequency Filters for Time Series Forecasting NIPS 2024
MineObserver 2.0: A Deep Learning & In-Game Framework for Assessing Natural Language Descriptions of Minecraft Imagery AAAI 2024
Transformer-Based Selective Super-resolution for Efficient Image Refinement AAAI 2024
Unveiling Induction Heads: Provable Training Dynamics and Feature Learning in Transformers NIPS 2024
MFOS: Model-Free & One-Shot Object Pose Estimation AAAI 2024
EIT: Enhanced Interactive Transformer ACL 2024
Algorithmic progress in language models NIPS 2024
Cross-view and Cross-pose Completion for 3D Human Understanding CVPR 2024
VSFormer: Visual-Spatial Fusion Transformer for Correspondence Pruning AAAI 2024
Localizing Memorization in SSL Vision Encoders NIPS 2024
SwitchHead: Accelerating Transformers with Mixture-of-Experts Attention NIPS 2024
FoundationPose: Unified 6D Pose Estimation and Tracking of Novel Objects CVPR 2024