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Transformers

1,816 papers

Papers per year

Papers

AFTer-SAM: Adapting SAM With Axial Fusion Transformer for Medical Imaging Segmentation WACV 2024
FATE: Feature-Agnostic Transformer-Based Encoder for Learning Generalized Embedding Spaces in Flow Cytometry Data WACV 2024
Sign Language Production With Latent Motion Transformer WACV 2024
MIST: Medical Image Segmentation Transformer With Convolutional Attention Mixing (CAM) Decoder WACV 2024
IR-FRestormer: Iterative Refinement With Fourier-Based Restormer for Accelerated MRI Reconstruction WACV 2024
Instruct Me More! Random Prompting for Visual In-Context Learning WACV 2024
Large language models transition from integrating across position-yoked, exponential windows to structure-yoked, power-law windows NIPS 2023
Schema-learning and rebinding as mechanisms of in-context learning and emergence NIPS 2023
PointGPT: Auto-regressively Generative Pre-training from Point Clouds NIPS 2023
AiluRus: A Scalable ViT Framework for Dense Prediction NIPS 2023
Transformers are uninterpretable with myopic methods: a case study with bounded Dyck grammars NIPS 2023
Training Transitive and Commutative Multimodal Transformers with LoReTTa NIPS 2023
HyenaDNA: Long-Range Genomic Sequence Modeling at Single Nucleotide Resolution NIPS 2023
A Unified, Scalable Framework for Neural Population Decoding NIPS 2023
Training Transformers with 4-bit Integers NIPS 2023
DUET: Cross-Modal Semantic Grounding for Contrastive Zero-Shot Learning AAAI 2023
GPTR: Gestalt-Perception Transformer for Diagram Object Detection AAAI 2023
ClassFormer: Exploring Class-Aware Dependency with Transformer for Medical Image Segmentation AAAI 2023
Spatial-Spectral Transformer for Hyperspectral Image Denoising AAAI 2023
DocEdit: Language-Guided Document Editing AAAI 2023
Alignment-Enriched Tuning for Patch-Level Pre-trained Document Image Models AAAI 2023
Ultra-High-Definition Low-Light Image Enhancement: A Benchmark and Transformer-Based Method AAAI 2023
Reject Decoding via Language-Vision Models for Text-to-Image Synthesis AAAI 2023
PDFormer: Propagation Delay-Aware Dynamic Long-Range Transformer for Traffic Flow Prediction AAAI 2023
A Domain-Knowledge-Inspired Music Embedding Space and a Novel Attention Mechanism for Symbolic Music Modeling AAAI 2023