Neural Networks

Learning Multi-Level Features with Matryoshka Sparse Autoencoders ICML 2025 Learning Neural Networks with Distribution Shift: Efficiently Certifiable Guarantees ICLR 2025 Learning Neural Scene Representation from iToF Imaging ICCV 2025 Learning Normal Flow Directly From Events ICCV 2025 Learning Null Geodesics for Gravitational Lensing Rendering in General Relativity ICCV 2025 Learning Phase Distortion with Selective State Space Models for Video Turbulence Mitigation CVPR 2025 Learning Pixel-adaptive Multi-layer Perceptrons for Real-time Image Enhancement ICCV 2025 Learning to Discover Regulatory Elements for Gene Expression Prediction ICLR 2025 Learning to Generate Projections for Reducing Dimensionality of Heterogeneous Linear Programming Problems ICML 2025 Learning to (Learn at Test Time): RNNs with Expressive Hidden States ICML 2025 Learning to Stop: Deep Learning for Mean Field Optimal Stopping ICML 2025 Learning Verified Safe Neural Network Controllers for Multi-Agent Path Finding AAAI 2025 Learning without Isolation: Pathway Protection for Continual Learning ICML 2025 LEDiff: Latent Exposure Diffusion for HDR Generation CVPR 2025 LegalSeg: Unlocking the Structure of Indian Legal Judgments Through Rhetorical Role Classification NAACL 2025 Lego Sketch: A Scalable Memory-augmented Neural Network for Sketching Data Streams ICML 2025 Let Me Grok for You: Accelerating Grokking via Embedding Transfer from a Weaker Model ICLR 2025 LETS-C: Leveraging Text Embedding for Time Series Classification ACL 2025 Let SSMs be ConvNets: State-space Modeling with Optimal Tensor Contractions ICLR 2025 Leveraging Asynchronous Spiking Neural Networks for Ultra Efficient Event-Based Visual Processing AAAI 2025 Leveraging Submodule Linearity Enhances Task Arithmetic Performance in LLMs ICLR 2025 LEVIS: Large Exact Verifiable Input Spaces for Neural Networks ICML 2025 LGA-Net: Learning Local and Global Affinities for Sparse Scribble based Image Colorization ICCV 2025 LidarGait++: Learning Local Features and Size Awareness from LiDAR Point Clouds for 3D Gait Recognition CVPR 2025 Lie Algebra Canonicalization: Equivariant Neural Operators under arbitrary Lie Groups ICLR 2025