conftrace_
← Core Methods
Machine Learning › Core Methods ›

Representation Learning

18,863 papers

Papers per year

Papers

MambaTalk: Efficient Holistic Gesture Synthesis with Selective State Space Models NIPS 2024
Easy Regional Contrastive Learning of Expressive Fashion Representations NIPS 2024
Maia-2: A Unified Model for Human-AI Alignment in Chess NIPS 2024
Derivative-enhanced Deep Operator Network NIPS 2024
Discrete Dictionary-based Decomposition Layer for Structured Representation Learning NIPS 2024
FUSE: Fast Unified Simulation and Estimation for PDEs NIPS 2024
Transferring disentangled representations: bridging the gap between synthetic and real images NIPS 2024
Absorb & Escape: Overcoming Single Model Limitations in Generating Heterogeneous Genomic Sequences NIPS 2024
Lorentz-Equivariant Geometric Algebra Transformers for High-Energy Physics NIPS 2024
Rethinking the Power of Timestamps for Robust Time Series Forecasting: A Global-Local Fusion Perspective NIPS 2024
Breaking Determinism: Fuzzy Modeling of Sequential Recommendation Using Discrete State Space Diffusion Model NIPS 2024
Decision Mamba: A Multi-Grained State Space Model with Self-Evolution Regularization for Offline RL NIPS 2024
Parallel Backpropagation for Shared-Feature Visualization NIPS 2024
Dense Associative Memory Through the Lens of Random Features NIPS 2024
Vision Model Pre-training on Interleaved Image-Text Data via Latent Compression Learning NIPS 2024
Structured Matrix Basis for Multivariate Time Series Forecasting with Interpretable Dynamics NIPS 2024
Long-range Brain Graph Transformer NIPS 2024
Controlled maximal variability along with reliable performance in recurrent neural networks NIPS 2024
Pre-trained Large Language Models Use Fourier Features to Compute Addition NIPS 2024
Universal Physics Transformers: A Framework For Efficiently Scaling Neural Operators NIPS 2024
Cross-video Identity Correlating for Person Re-identification Pre-training NIPS 2024
Learning 1D Causal Visual Representation with De-focus Attention Networks NIPS 2024
Improving Decision Sparsity NIPS 2024
ReactZyme: A Benchmark for Enzyme-Reaction Prediction NIPS 2024
DAPE: Data-Adaptive Positional Encoding for Length Extrapolation NIPS 2024