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태스크의 하위 분류와 논문·코드·평가·기법·데이터셋을 탐색하세요.
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논문
이 태스크와 하위 분야의 관련 논문입니다. 실제 성능 비교는 평가 결과에서 확인하세요.
XYScanNet: A State Space Model for Single Image Deblurring
Exploring Sequence Feature Alignment for Domain Adaptive Detection Transformers
Smart Surveillance: Deep Learning and Hybrid Approaches for Dynamic Scene Analysis, Object Detection and Motion Tracking
World Model-Based End-to-End Scene Generation for Accident Anticipation in Autonomous Driving
Dual LiDAR-Based Traffic Movement Count Estimation at a Signalized Intersection: Deployment, Data Collection, and Preliminary Analysis
Decoupled PROB: Decoupled Query Initialization Tasks and Objectness-Class Learning for Open World Object Detection
RS-TinyNet: Stage-wise Feature Fusion Network for Detecting Tiny Objects in Remote Sensing Images
A Real-Time System for Egocentric Hand-Object Interaction Detection in Industrial Domains
SpectraLift: Physics-Guided Spectral-Inversion Network for Self-Supervised Hyperspectral Image Super-Resolution
Vision-based Perception for Autonomous Vehicles in Obstacle Avoidance Scenarios
Tomato Multi-Angle Multi-Pose Dataset for Fine-Grained Phenotyping
IM-LUT: Interpolation Mixing Look-Up Tables for Image Super-Resolution
$I^{2}$-World: Intra-Inter Tokenization for Efficient Dynamic 4D Scene Forecasting
ECORE: Energy-Conscious Optimized Routing for Deep Learning Models at the Edge
Beyond One Shot, Beyond One Perspective: Cross-View and Long-Horizon Distillation for Better LiDAR Representations
Acquiring and Adapting Priors for Novel Tasks via Neural Meta-Architectures
MambaFusion: Height-Fidelity Dense Global Fusion for Multi-modal 3D Object Detection
Voyaging into Unbounded Dynamic Scenes from a Single View
Weakly-supervised Contrastive Learning with Quantity Prompts for Moving Infrared Small Target Detection
No time to train! Training-Free Reference-Based Instance Segmentation
Detection of Rail Line Track and Human Beings Near the Track to Avoid Accidents
Improve Underwater Object Detection through YOLOv12 Architecture and Physics-informed Augmentation
Self-Supervised Multiview Xray Matching
DC-TTA: Divide-and-Conquer Framework for Test-Time Adaptation of Interactive Segmentation
Seg-R1: Segmentation Can Be Surprisingly Simple with Reinforcement Learning
ThermalDiffusion: Visual-to-Thermal Image-to-Image Translation for Autonomous Navigation
LASFNet: A Lightweight Attention-Guided Self-Modulation Feature Fusion Network for Multimodal Object Detection
Boosting Domain Generalized and Adaptive Detection with Diffusion Models: Fitness, Generalization, and Transferability
DuET: Dual Incremental Object Detection via Exemplar-Free Task Arithmetic
XVerse: Consistent Multi-Subject Control of Identity and Semantic Attributes via DiT Modulation
A Comprehensive Dataset for Underground Miner Detection in Diverse Scenario
Towards Reliable Detection of Empty Space: Conditional Marked Point Processes for Object Detection
From 2D to 3D Cognition: A Brief Survey of General World Models
UniCode$^2$: Cascaded Large-scale Codebooks for Unified Multimodal Understanding and Generation
TDiR: Transformer based Diffusion for Image Restoration Tasks
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