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Deep Learning
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Learning Types
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Representation Learning
4516 directly classified papers
Papers per year
2006: 7
2007: 2
2008: 7
2009: 1
2010: 5
2011: 9
2012: 20
2013: 37
2014: 51
2015: 47
2016: 86
2017: 197
2018: 322
2019: 499
2020: 569
2021: 521
2022: 608
2023: 552
2024: 535
2025: 432
2026: 9
Papers
NeRF Director: Revisiting View Selection in Neural Volume Rendering
CVPR 2024
Orthogonal Dictionary Guided Shape Completion Network for Point Cloud
AAAI 2024
Social Physics Informed Diffusion Model for Crowd Simulation
AAAI 2024
Knowledge-Aware Neuron Interpretation for Scene Classification
AAAI 2024
Forecasting Bimanual Object Manipulation Sequences from Unimanual Observations
AAAI 2024
NeRF Analogies: Example-Based Visual Attribute Transfer for NeRFs
CVPR 2024
MFP: Making Full Use of Probability Maps for Interactive Image Segmentation
CVPR 2024
FADES: Fair Disentanglement with Sensitive Relevance
CVPR 2024
Boosting Image Restoration via Priors from Pre-trained Models
CVPR 2024
Rethinking Inductive Biases for Surface Normal Estimation
CVPR 2024
ASH: Animatable Gaussian Splats for Efficient and Photoreal Human Rendering
CVPR 2024
Activity-Biometrics: Person Identification from Daily Activities
CVPR 2024
Adaptive Slot Attention: Object Discovery with Dynamic Slot Number
CVPR 2024
A New Benchmark and Model for Challenging Image Manipulation Detection
AAAI 2024
Self-Supervised Representation Learning with Meta Comprehensive Regularization
AAAI 2024
LISR: Learning Linear 3D Implicit Surface Representation Using Compactly Supported Radial Basis Functions
AAAI 2024
NeBLa: Neural Beer-Lambert for 3D Reconstruction of Oral Structures from Panoramic Radiographs
AAAI 2024
Test-Time Linear Out-of-Distribution Detection
CVPR 2024
Probing the 3D Awareness of Visual Foundation Models
CVPR 2024
Mind Artist: Creating Artistic Snapshots with Human Thought
CVPR 2024
RMem: Restricted Memory Banks Improve Video Object Segmentation
CVPR 2024
Learning Adaptive Spatial Coherent Correlations for Speech-Preserving Facial Expression Manipulation
CVPR 2024
Individuation in Neural Models with and without Visual Grounding
EMNLP 2024
Measuring Per-Unit Interpretability at Scale Without Humans
NIPS 2024
Pre-trained Text-to-Image Diffusion Models Are Versatile Representation Learners for Control
NIPS 2024
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