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Deep Learning

1752 directly classified papers

Papers per year

Papers

SIDL: A Real-World Dataset for Restoring Smartphone Images with Dirty Lenses AAAI 2025
MicroFiberDetect: An Application for the Detection of Microfibres in Wastewater Sludge Based on CNNs AAAI 2025
Quad-Pixel Image Defocus Deblurring: A New Benchmark and Model CVPR 2025
Identifying Drivers of Predictive Aleatoric Uncertainty IJCAI 2025
UDC-VIT: A Real-World Video Dataset for Under-Display Cameras ICCV 2025
MemFusionMap: Working Memory Fusion for Online Vectorized HD Map Construction WACV 2025
Gait-X: Exploring X modality for Generalized Gait Recognition ICCV 2025
On Which Data Distribution (Synthetic or Real) We Should Rely for Soft Biometric Classification WACV 2025
FEVER-OOD: Free Energy Vulnerability Elimination for Robust Out-of-Distribution Detection ICCV 2025
Reasoning Aware Self-Consistency: Leveraging Reasoning Paths for Efficient LLM Sampling NAACL 2025
MH-LVC: Multi-Hypothesis Temporal Prediction for Learned Conditional Residual Video Coding ICCV 2025
OAMaskFlow: Occlusion-Aware Motion Mask for Scene Flow AAAI 2025
Enhancing Noise-Robust Losses for Large-Scale Noisy Data Learning AAAI 2025
MeasureXpert: Automatic Anthropometric Measurement Extraction from Two Unregistered, Partial, Posed, and Dressed Body Scans ICCV 2025
Estimating 2D Camera Motion with Hybrid Motion Basis ICCV 2025
DataBees at SemEval-2025 Task 11: Challenges and Limitations in Multi-Label Emotion Detection SEMEVAL 2025
Nonlinear functional regression by functional deep neural network with kernel embedding JMLR 2025
DUTJBD at SemEval-2025 Task 3: A Range of Approaches for Predicting Hallucination Generation in Models SEMEVAL 2025
HybridDepth: Robust Metric Depth Fusion by Leveraging Depth from Focus and Single-Image Priors WACV 2025
SpiLiFormer: Enhancing Spiking Transformers with Lateral Inhibition ICCV 2025
End-to-End Driving with Online Trajectory Evaluation via BEV World Model ICCV 2025
L3TC: Leveraging RWKV for Learned Lossless Low-Complexity Text Compression AAAI 2025
BEVSync: Asynchronous Data Alignment for Camera-based Vehicle-Infrastructure Cooperative Perception Under Uncertain Delays AAAI 2025
MapExpert: Online HD Map Construction with Simple and Efficient Sparse Map Element Expert AAAI 2025
Affirm: Interactive Mamba with Adaptive Fourier Filters for Long-term Time Series Forecasting AAAI 2025