Deep Learning

Learning Continually by Spectral Regularization ICLR 2025 Learning Cross-Domain Representations for Transferable Drug Perturbations on Single-Cell Transcriptional Responses AAAI 2025 Learning curves theory for hierarchically compositional data with power-law distributed features ICML 2025 Learning Deblurring Texture Prior from Unpaired Data with Diffusion Model ICCV 2025 Learning Deep Dissipative Dynamics AAAI 2025 Learning Deep Illumination-Robust Features from Multispectral Filter Array Images WACV 2025 Learning Dense Feature Matching via Lifting Single 2D Image to 3D Space ICCV 2025 Learning Disentangled Equivariant Representation for Explicitly Controllable 3D Molecule Generation AAAI 2025 Learning Distances from Data with Normalizing Flows and Score Matching ICML 2025 Learning Distributions of Complex Fluid Simulations with Diffusion Graph Networks ICLR 2025 Learning Dynamical Coupled Operator For High-dimensional Black-box Partial Differential Equations IJCAI 2025 Learning Dynamic Collaborative Network for Semi-supervised 3D Vessel Segmentation CVPR 2025 Learning Dynamic Similarity by Bidirectional Hierarchical Sliding Semantic Probe for Efficient Text Video Retrieval AAAI 2025 Learning dynamics in linear recurrent neural networks ICML 2025 Learning Dynamics of Deep Matrix Factorization Beyond the Edge of Stability ICLR 2025 Learning Efficient and Generalizable Human Representation with Human Gaussian Model ICCV 2025 Learning Efficient Positional Encodings with Graph Neural Networks ICLR 2025 Learning Equivariant Non-Local Electron Density Functionals ICLR 2025 Learning Event Completeness for Weakly Supervised Video Anomaly Detection ICML 2025 Learning Extrapolative Sequence Transformations from Markov Chains ICML 2025 Learning Few-Step Diffusion Models by Trajectory Distribution Matching ICCV 2025 Learning Fine-grained Domain Generalization via Hyperbolic State Space Hallucination AAAI 2025 Learning Flow Fields in Attention for Controllable Person Image Generation CVPR 2025 Learning from biased positive-unlabeled data via threshold calibration AISTATS 2025 Learning from Committee: Reasoning Distillation from a Mixture of Teachers with Peer-Review ACL 2025