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Deep Learning
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Representation Learning
401 directly classified papers
Papers per year
2007: 1
2008: 1
2009: 1
2010: 2
2011: 2
2013: 6
2014: 4
2015: 4
2016: 5
2017: 11
2018: 28
2019: 43
2020: 39
2021: 55
2022: 49
2023: 53
2024: 40
2025: 56
2026: 1
Papers
LooC: Effective Low-Dimensional Codebook for Compositional Vector Quantization
WACV 2026
Out-of-Distribution Detection with Prototypical Outlier Proxy
AAAI 2025
Spatially-Adaptive Hash Encodings for Neural Surface Reconstruction
WACV 2025
Cross-PCR: A Robust Cross-Source Point Cloud Registration Framework
AAAI 2025
Responsive Dynamic Graph Disentanglement for Metro Flow Forecasting
AAAI 2025
Learnware Specification via Label-Aware Neural Embedding
AAAI 2025
Eta-WavLM: Efficient Speaker Identity Removal in Self-Supervised Speech Representations Using a Simple Linear Equation
ACL 2025
Multi-axis Prompt and Multi-dimension Fusion Network for All-in-one Weather-degraded Image Restoration
AAAI 2025
Textured Mesh Saliency: Bridging Geometry and Texture for Human Perception in 3D Graphics
AAAI 2025
Quantifying Phonosemantic Iconicity Distributionally in 6 Languages
IJCNLP 2025
GFlow: Recovering 4D World from Monocular Video
AAAI 2025
Mitigating Feature Gap for Adversarial Robustness by Feature Disentanglement
AAAI 2025
A Gaussian Filter-Based 3D Registration Method for Series Section Electron Microscopy
AAAI 2025
FoldToken: Learning Protein Language via Vector Quantization and Beyond
AAAI 2025
HOIMamba: Efficient Mamba-based Disentangled Progressive Learning for HOI Detection
AAAI 2025
Adaptive Wavelet-Positional Encoding for High-Frequency Information Learning in Implicit Neural Representation
AAAI 2025
Details Enhancement in Unsigned Distance Field Learning for High-fidelity 3D Surface Reconstruction
AAAI 2025
Omni-ID: Holistic Identity Representation Designed for Generative Tasks
CVPR 2025
FADE: Why Bad Descriptions Happen to Good Features
ACL 2025
As Pseudo-Label Free as Possible: Leveraging Adaptive Feature Generation for Sparsely Annotated Object Detection
AAAI 2025
Moment Quantization for Video Temporal Grounding
ICCV 2025
A Hyperdimensional One Place Signature to Represent Them All: Stackable Descriptors For Visual Place Recognition
ICCV 2025
Bayesian-Inspired Space-Time Superpixels
ICCV 2025
Correcting Deviations from Normality: A Reformulated Diffusion Model for Multi-Class Unsupervised Anomaly Detection
CVPR 2025
Explainable Neural Networks with Guarantee: A Sparse Estimation Approach
AAAI 2025
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