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Deep Learning
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Deep Learning
1752 directly classified papers
Papers per year
2007: 1
2008: 1
2010: 2
2011: 2
2012: 3
2013: 14
2014: 12
2015: 20
2016: 48
2017: 98
2018: 154
2019: 205
2020: 255
2021: 205
2022: 198
2023: 160
2024: 208
2025: 163
2026: 3
Papers
Do Generative Video Models Understand Physical Principles?
WACV 2026
ODEt(ODEl): Shortcutting the Time and the Length in Diffusion and Flow Models for Faster Sampling
WACV 2026
Automated Suturing Skill Assessment in Robot-assisted Surgery from Endoscopic Videos using Clinically-guided Evaluation Criteria
WACV 2026
Neural Inverse Rendering for High-Accuracy 3D Measurement of Moving Objects with Fewer Phase-Shifting Patterns
ICCV 2025
Learned Binocular-Encoding Optics for RGBD Imaging Using Joint Stereo and Focus Cues
CVPR 2025
FLOW-BENCH: Towards Conversational Generation of Enterprise Workflows
EMNLP 2025
ReDiffDet: Rotation-equivariant Diffusion Model for Oriented Object Detection
CVPR 2025
StableDepth: Scene-Consistent and Scale-Invariant Monocular Depth
ICCV 2025
SET: Spectral Enhancement for Tiny Object Detection
CVPR 2025
Estimating 2D Camera Motion with Hybrid Motion Basis
ICCV 2025
ReTracker: Exploring Image Matching for Robust Online Any Point Tracking
ICCV 2025
NTClick: Achieving Precise Interactive Segmentation With Noise-tolerant Clicks
CVPR 2025
Snakes and Ladders: Two Steps Up for VideoMamba
ICCV 2025
SpiLiFormer: Enhancing Spiking Transformers with Lateral Inhibition
ICCV 2025
End-to-End Driving with Online Trajectory Evaluation via BEV World Model
ICCV 2025
Intervening in Black Box: Concept Bottleneck Model for Enhancing Human Neural Network Mutual Understanding
ICCV 2025
Predict-Optimize-Distill: A Self-Improving Cycle for 4D Object Understanding
ICCV 2025
SIC: Similarity-Based Interpretable Image Classification with Neural Networks
ICCV 2025
GaussRender: Learning 3D Occupancy with Gaussian Rendering
ICCV 2025
MH-LVC: Multi-Hypothesis Temporal Prediction for Learned Conditional Residual Video Coding
ICCV 2025
Bridging 3D Anomaly Localization and Repair via High-Quality Continuous Geometric Representation
ICCV 2025
Beyond Next-Token: Next-X Prediction for Autoregressive Visual Generation
ICCV 2025
An Attention-Based Neural Translation System for English to Bodo
EMNLP 2025
How Diversely Can Language Models Solve Problems? Exploring the Algorithmic Diversity of Model-Generated Code
EMNLP 2025
Benchmarking Debiasing Methods for LLM-based Parameter Estimates
EMNLP 2025
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