conftrace_
← Core Methods
Machine Learning › Core Methods ›

Representation Learning

18,863 papers

Papers per year

Papers

Navigating Chemical Space with Latent Flows NIPS 2024
Self-Guided Masked Autoencoder NIPS 2024
OPEL: Optimal Transport Guided ProcedurE Learning NIPS 2024
Localizing Memorization in SSL Vision Encoders NIPS 2024
Inferring Neural Signed Distance Functions by Overfitting on Single Noisy Point Clouds through Finetuning Data-Driven based Priors NIPS 2024
A Canonicalization Perspective on Invariant and Equivariant Learning NIPS 2024
Neural Conditional Probability for Uncertainty Quantification NIPS 2024
Talking Heads: Understanding Inter-Layer Communication in Transformer Language Models NIPS 2024
Understanding Bias in Large-Scale Visual Datasets NIPS 2024
On the Power of Decision Trees in Auto-Regressive Language Modeling NIPS 2024
Semi-Open 3D Object Retrieval via Hierarchical Equilibrium on Hypergraph NIPS 2024
Task-recency bias strikes back: Adapting covariances in Exemplar-Free Class Incremental Learning NIPS 2024
Learning Linear Causal Representations from General Environments: Identifiability and Intrinsic Ambiguity NIPS 2024
ReFT: Representation Finetuning for Language Models NIPS 2024
SMART: Towards Pre-trained Missing-Aware Model for Patient Health Status Prediction NIPS 2024
SOFTS: Efficient Multivariate Time Series Forecasting with Series-Core Fusion NIPS 2024
The Evolution of Statistical Induction Heads: In-Context Learning Markov Chains NIPS 2024
Leveraging Tumor Heterogeneity: Heterogeneous Graph Representation Learning for Cancer Survival Prediction in Whole Slide Images NIPS 2024
Paloma: A Benchmark for Evaluating Language Model Fit NIPS 2024
HEALNet: Multimodal Fusion for Heterogeneous Biomedical Data NIPS 2024
DCDepth: Progressive Monocular Depth Estimation in Discrete Cosine Domain NIPS 2024
Co-occurrence is not Factual Association in Language Models NIPS 2024
Dynamic Neural Regeneration: Enhancing Deep Learning Generalization on Small Datasets NIPS 2024
Learning Structure-Aware Representations of Dependent Types NIPS 2024
Symmetry-Informed Governing Equation Discovery NIPS 2024