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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
Revisiting Image Fusion for Multi-Illuminant White-Balance Correction
ICCV 2025
EMPLACE: Self-Supervised Urban Scene Change Detection
AAAI 2025
PoseLLaVA: Pose Centric Multimodal LLM for Fine-Grained 3D Pose Manipulation
AAAI 2025
ViG: Linear-complexity Visual Sequence Learning with Gated Linear Attention
AAAI 2025
LVFace: Progressive Cluster Optimization for Large Vision Models in Face Recognition
ICCV 2025
AIM: Adaptive Inference of Multi-Modal LLMs via Token Merging and Pruning
ICCV 2025
Robust Adverse Weather Removal via Spectral-based Spatial Grouping
ICCV 2025
Context Guided Transformer Entropy Modeling for Video Compression
ICCV 2025
FreEformer: Frequency Enhanced Transformer for Multivariate Time Series Forecasting
IJCAI 2025
Enhancing Image Restoration Transformer via Adaptive Translation Equivariance
ICCV 2025
EgoAgent: A Joint Predictive Agent Model in Egocentric Worlds
ICCV 2025
AIComposer: Any Style and Content Image Composition via Feature Integration
ICCV 2025
OminiControl: Minimal and Universal Control for Diffusion Transformer
ICCV 2025
M2SFormer: Multi-Spectral and Multi-Scale Attention with Edge-Aware Difficulty Guidance for Image Forgery Localization
ICCV 2025
Accelerate 3D Object Detection Models via Zero-Shot Attention Key Pruning
ICCV 2025
STLSP: Integrating Structure and Text with Large Language Models for Link Sign Prediction of Networks
IJCAI 2025
FLARE: A Framework for Stellar Flare Forecasting Using Stellar Physical Properties and Historical Records
IJCAI 2025
Pinco: Position-induced Consistent Adapter for Diffusion Transformer in Foreground-conditioned Inpainting
ICCV 2025
Sparse Fine-Tuning of Transformers for Generative Tasks
ICCV 2025
Temporally Grounding Instructional Diagrams in Unconstrained Videos
WACV 2025
Advancing Chart Question Answering with Robust Chart Component Recognition
WACV 2025
TAM-VT: Transformation-Aware Multi-Scale Video Transformer for Segmentation and Tracking
WACV 2025
A 0-Shot Self-Attention Mechanism for Accelerated Diagonal Attention
WACV 2025
Sharpness-aware Zeroth-order Optimization for Graph Transformers
IJCAI 2025
SAND: Enhancing Open-Set Neuron Descriptions through Spatial Awareness
WACV 2025
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