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Deep Learning
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Transformers
9294 directly classified papers
Papers per year
2011: 1
2014: 2
2015: 6
2016: 17
2017: 67
2018: 156
2019: 404
2020: 769
2021: 1217
2022: 1446
2023: 1628
2024: 1574
2025: 1647
2026: 360
Papers
mmFAS: Multimodal Face Anti-Spoofing Using Multi-Level Alignment and Switch-Attention Fusion
AAAI 2025
RingFormer: A Ring-Enhanced Graph Transformer for Organic Solar Cell Property Prediction
AAAI 2025
A Simple and Comprehensive Benchmark for Single-Cell Transcriptomics
AAAI 2025
Dual-Channel Interactive Graph Transformer for Traffic Classification with Message-Aware Flow Representation
AAAI 2025
HDT: Hierarchical Discrete Transformer for Multivariate Time Series Forecasting
AAAI 2025
BERT-Based Code Learning for Exception Localization and Type Prediction
AAAI 2025
mRNA2vec: mRNA Embedding with Language Model in the 5'UTR-CDS for mRNA Design
AAAI 2025
MSAmba: Exploring Multimodal Sentiment Analysis with State Space Models
AAAI 2025
MIDI-GPT: A Controllable Generative Model for Computer-Assisted Multitrack Music Composition
AAAI 2025
CA-MLIF: Cross-Attention and Multimodal Low-Rank Interaction Fusion Framework for Tumor Prognostic Prediction
AAAI 2025
SVGBuilder: Component-Based Colored SVG Generation with Text-Guided Autoregressive Transformers
AAAI 2025
ZeroMamba: Exploring Visual State Space Model for Zero-Shot Learning
AAAI 2025
Orchestrating the Symphony of Prompt Distribution Learning for Human-Object Interaction Detection
AAAI 2025
SAFIRE: Segment Any Forged Image Region
AAAI 2025
Learning Dynamic Similarity by Bidirectional Hierarchical Sliding Semantic Probe for Efficient Text Video Retrieval
AAAI 2025
Arbitrary Reading Order Scene Text Spotter with Local Semantics Guidance
AAAI 2025
iMoT: Inertial Motion Transformer for Inertial Navigation
AAAI 2025
Modular-Cam: Modular Dynamic Camera-view Video Generation with LLM
AAAI 2025
Efficient Attention-Sharing Information Distillation Transformer for Lightweight Single Image Super-Resolution
AAAI 2025
Foreground-Covering Prototype Generation and Matching for SAM-Aided Few-Shot Segmentation
AAAI 2025
HVDualformer: Histogram-Vision Dual Transformer for White Balance
AAAI 2025
Detail Matters: Mamba-Inspired Joint Unfolding Network for Snapshot Spectral Compressive Imaging
AAAI 2025
IMAGDressing-v1: Customizable Virtual Dressing
AAAI 2025
Can We Get Rid of Handcrafted Feature Extractors? SparseViT: Nonsemantics-Centered, Parameter-Efficient Image Manipulation Localization Through Spare-Coding Transformer
AAAI 2025
Configuring Data Augmentations to Reduce Variance Shift in Positional Embedding of Vision Transformers
AAAI 2025
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