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Representation Learning

4516 directly classified papers

Papers per year

Papers

Neural Feature Learning in Function Space JMLR 2024
4D-fy: Text-to-4D Generation Using Hybrid Score Distillation Sampling CVPR 2024
Smooth Diffusion: Crafting Smooth Latent Spaces in Diffusion Models CVPR 2024
Puff-Net: Efficient Style Transfer with Pure Content and Style Feature Fusion Network CVPR 2024
FlowIE: Efficient Image Enhancement via Rectified Flow CVPR 2024
FSC: Few-point Shape Completion CVPR 2024
Combining Frame and GOP Embeddings for Neural Video Representation CVPR 2024
Residual Denoising Diffusion Models CVPR 2024
Learning Intra-view and Cross-view Geometric Knowledge for Stereo Matching CVPR 2024
Multiple Hypothesis Dropout: Estimating the Parameters of Multi-Modal Output Distributions AAAI 2024
Neural Gaussian Similarity Modeling for Differential Graph Structure Learning AAAI 2024
Comprehensive View Embedding Learning for Single-Cell Multimodal Integration AAAI 2024
Adaptive Discovering and Merging for Incremental Novel Class Discovery AAAI 2024
Learning Hybrid Dynamics Models with Simulator-Informed Latent States AAAI 2024
Earthfarsser: Versatile Spatio-Temporal Dynamical Systems Modeling in One Model AAAI 2024
Understanding Distributed Representations of Concepts in Deep Neural Networks without Supervision AAAI 2024
Overparametrized Multi-layer Neural Networks: Uniform Concentration of Neural Tangent Kernel and Convergence of Stochastic Gradient Descent JMLR 2024
A Twist for Graph Classification: Optimizing Causal Information Flow in Graph Neural Networks AAAI 2024
Learning Visual Abstract Reasoning through Dual-Stream Networks AAAI 2024
Towards Progressive Multi-Frequency Representation for Image Warping CVPR 2024
Generalizable Task Representation Learning for Offline Meta-Reinforcement Learning with Data Limitations AAAI 2024
Entangled View-Epipolar Information Aggregation for Generalizable Neural Radiance Fields CVPR 2024
Enhancing Multi-Label Classification via Dynamic Label-Order Learning AAAI 2024
Generating Content for HDR Deghosting from Frequency View CVPR 2024
IVP-VAE: Modeling EHR Time Series with Initial Value Problem Solvers AAAI 2024