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Deep Learning
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Transformers
9,294 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
Mixture-of-Queries Transformer: Camouflaged Instance Segmentation via Queries Cooperation and Frequency Enhancement
IJCAI 2025
DepthART: Monocular Depth Estimation as Autoregressive Refinement Task
IJCAI 2025
Shaping a Stabilized Video by Mitigating Unintended Changes for Concept-Augmented Video Editing
IJCAI 2025
Human Motion Capture from Loose and Sparse Inertial Sensors with Garment-aware Diffusion Models
IJCAI 2025
Exploring Efficient and Effective Sequence Learning for Visual Object Tracking
IJCAI 2025
GarmentDiffusion: 3D Garment Sewing Pattern Generation with Multimodal Diffusion Transformers
IJCAI 2025
GLDiTalker: Speech-Driven 3D Facial Animation with Graph Latent Diffusion Transformer
IJCAI 2025
Language-Guided Hybrid Representation Learning for Visual Grounding on Remote Sensing Images
IJCAI 2025
Towards Robust Deterministic and Probabilistic Modeling for Predictive Learning
IJCAI 2025
Dual-Perspective United Transformer for Object Segmentation in Optical Remote Sensing Images
IJCAI 2025
BRIGHT-VO: Brightness-Guided Hybrid Transformer for Visual Odometry with Multi-modality Refinement Module
IJCAI 2025
Unleashing the Potential of Transformer Flow for Photorealistic Face Restoration
IJCAI 2025
TEST-V: TEst-time Support-set Tuning for Zero-shot Video Classification
IJCAI 2025
Leveraging MLLM Embeddings and Attribute Smoothing for Compositional Zero-Shot Learning
IJCAI 2025
Brain-Inspired Stepwise Patch Merging for Vision Transformers
IJCAI 2025
DToMA: Training-free Dynamic Token MAnipulation for Long Video Understanding
IJCAI 2025
G3PT: Unleash the Power of Autoregressive Modeling in 3D Generation via Cross-Scale Querying Transformer
IJCAI 2025
CFII-Net: Explicit Class Embeddings and Feature Maps Through Iterative Interaction for Boosting Medical Image Segmentation
IJCAI 2025
Picturized and Recited with Dialects: A Multimodal Chinese Representation Framework for Sentiment Analysis of Classical Chinese Poetry
IJCAI 2025
Sharpness-aware Zeroth-order Optimization for Graph Transformers
IJCAI 2025
STLSP: Integrating Structure and Text with Large Language Models for Link Sign Prediction of Networks
IJCAI 2025
FreEformer: Frequency Enhanced Transformer for Multivariate Time Series Forecasting
IJCAI 2025
Device-Cloud Collaborative Correction for On-Device Recommendation
IJCAI 2025
CoLA-Former: Graph Transformer Using Communal Linear Attention for Lightweight Sequential Recommendation
IJCAI 2025
Community-Aware Graph Transformer for Brain Disorder Identification
IJCAI 2025
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