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Deep Learning
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11300 directly classified papers
Papers per year
2002: 2
2003: 3
2006: 11
2007: 13
2008: 16
2009: 16
2010: 23
2011: 27
2012: 30
2013: 55
2014: 69
2015: 145
2016: 408
2017: 695
2018: 1065
2019: 1479
2020: 1348
2021: 1407
2022: 1147
2023: 1123
2024: 1083
2025: 811
2026: 324
Papers
A Unified Approach to Interpreting Self-supervised Pre-training Methods for 3D Point Clouds via Interactions
CVPR 2025
Segmenting Maxillofacial Structures in CBCT Volumes
CVPR 2025
DeRS: Towards Extremely Efficient Upcycled Mixture-of-Experts Models
CVPR 2025
ALIEN: Implicit Neural Representations for Human Motion Prediction under Arbitrary Latency
CVPR 2025
Sample- and Parameter-Efficient Auto-Regressive Image Models
CVPR 2025
Vid2Sim: Generalizable, Video-based Reconstruction of Appearance, Geometry and Physics for Mesh-free Simulation
CVPR 2025
Neural Reasoning for Sure Through Constructing Explainable Models
AAAI 2025
RoPaSS: Robust Watermarking for Partial Screen-Shooting Scenarios
AAAI 2025
PlaNet: Learning to Mitigate Atmospheric Turbulence in Planetary Images
AAAI 2025
Explicit Relational Reasoning Network for Scene Text Detection
AAAI 2025
Boosting Image De-Raining via Central-Surrounding Synergistic Convolution
AAAI 2025
Neural Reasoning Networks: Efficient Interpretable Neural Networks with Automatic Textual Explanations
AAAI 2025
Deep Learning-Based Pedestrian Simulation with Limited Real-World Training Data: An Evaluation Framework
IJCAI 2025
UCF-Crime-DVS: A Novel Event-Based Dataset for Video Anomaly Detection with Spiking Neural Networks
AAAI 2025
Formal Synthesis of Safe Kolmogorov-Arnold Network Controllers with Barrier Certificates
IJCAI 2025
DriveGazen: Event-Based Driving Status Recognition Using Conventional Camera
AAAI 2025
Efficient Counterexample-Guided Fairness Verification and Repair of Neural Networks Using Satisfiability Modulo Convex Programming
IJCAI 2025
3DHumanEdit: Multi-modal Body Part-aware Conditioning Information Integration for 3D Human Manipulation
AAAI 2025
Priority Guided Explanation for Knowledge Tracing with Dual Ranking and Similarity Consistency
IJCAI 2025
Efficient Neural Network Encoding for 3D Color Lookup Tables
AAAI 2025
Neuron Similarity-Based Neural Network Verification via Abstraction and Refinement
IJCAI 2025
Everywhere Attack: Attacking Locally and Globally to Boost Targeted Transferability
AAAI 2025
Beyond Feature Mapping GAP: Integrating Real HDRTV Priors for Superior SDRTV-to-HDRTV Conversion
IJCAI 2025
Polarization Guided Mask-Free Shadow Removal
AAAI 2025
MFNeRF: Memory Efficient NeRF with Mixed-Feature Hash Table
WACV 2025
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