conftrace_
← Core Methods
Machine Learning › Core Methods ›

Representation Learning

18,863 papers

Papers per year

Papers

MambaTree: Tree Topology is All You Need in State Space Model NIPS 2024
Structural Inference of Dynamical Systems with Conjoined State Space Models NIPS 2024
ConceptFactory: Facilitate 3D Object Knowledge Annotation with Object Conceptualization NIPS 2024
Accelerating Relative Entropy Coding with Space Partitioning NIPS 2024
Set-based Neural Network Encoding Without Weight Tying NIPS 2024
Disentangled Unsupervised Skill Discovery for Efficient Hierarchical Reinforcement Learning NIPS 2024
Space-Time Continuous PDE Forecasting using Equivariant Neural Fields NIPS 2024
Orchid: Flexible and Data-Dependent Convolution for Sequence Modeling NIPS 2024
Causal Temporal Representation Learning with Nonstationary Sparse Transition NIPS 2024
Pretrained Transformer Efficiently Learns Low-Dimensional Target Functions In-Context NIPS 2024
Relational Concept Bottleneck Models NIPS 2024
Transfer Learning for Latent Variable Network Models NIPS 2024
Lambda: Learning Matchable Prior For Entity Alignment with Unlabeled Dangling Cases NIPS 2024
Energy-Based Modelling for Discrete and Mixed Data via Heat Equations on Structured Spaces NIPS 2024
RegExplainer: Generating Explanations for Graph Neural Networks in Regression Tasks NIPS 2024
Humanoid Locomotion as Next Token Prediction NIPS 2024
Dendritic Integration Inspired Artificial Neural Networks Capture Data Correlation NIPS 2024
Discrete-state Continuous-time Diffusion for Graph Generation NIPS 2024
Meta-Diffu$B$: A Contextualized Sequence-to-Sequence Text Diffusion Model with Meta-Exploration NIPS 2024
DRIP: Unleashing Diffusion Priors for Joint Foreground and Alpha Prediction in Image Matting NIPS 2024
Du-IN: Discrete units-guided mask modeling for decoding speech from Intracranial Neural signals NIPS 2024
MambaSCI: Efficient Mamba-UNet for Quad-Bayer Patterned Video Snapshot Compressive Imaging NIPS 2024
Tetrahedron Splatting for 3D Generation NIPS 2024
Lighting Every Darkness with 3DGS: Fast Training and Real-Time Rendering for HDR View Synthesis NIPS 2024
FuseAnyPart: Diffusion-Driven Facial Parts Swapping via Multiple Reference Images NIPS 2024