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Representation Learning

18,863 papers

Papers per year

Papers

Generalizable Person Re-identification via Balancing Alignment and Uniformity NIPS 2024
DisCEdit: Model Editing by Identifying Discriminative Components NIPS 2024
SEA: State-Exchange Attention for High-Fidelity Physics Based Transformers NIPS 2024
Satformer: Accurate and Robust Traffic Data Estimation for Satellite Networks NIPS 2024
Unleashing the Denoising Capability of Diffusion Prior for Solving Inverse Problems NIPS 2024
Learning Better Representations From Less Data For Propositional Satisfiability NIPS 2024
SARAD: Spatial Association-Aware Anomaly Detection and Diagnosis for Multivariate Time Series NIPS 2024
Decoupling Semantic Similarity from Spatial Alignment for Neural Networks. NIPS 2024
Model Based Inference of Synaptic Plasticity Rules NIPS 2024
Monomial Matrix Group Equivariant Neural Functional Networks NIPS 2024
Block Transformer: Global-to-Local Language Modeling for Fast Inference NIPS 2024
Spatio-Spectral Graph Neural Networks NIPS 2024
Enhancing Protein Mutation Effect Prediction through a Retrieval-Augmented Framework NIPS 2024
Learning to Shape In-distribution Feature Space for Out-of-distribution Detection NIPS 2024
Learning Successor Features the Simple Way NIPS 2024
CA-SSLR: Condition-Aware Self-Supervised Learning Representation for Generalized Speech Processing NIPS 2024
Gaussian Graph Network: Learning Efficient and Generalizable Gaussian Representations from Multi-view Images NIPS 2024
Déjà Vu Memorization in Vision–Language Models NIPS 2024
Predicting Future Actions of Reinforcement Learning Agents NIPS 2024
Stochastic Concept Bottleneck Models NIPS 2024
Separate and Reconstruct: Asymmetric Encoder-Decoder for Speech Separation NIPS 2024
Density-based User Representation using Gaussian Process Regression for Multi-interest Personalized Retrieval NIPS 2024
Frequency-aware Generative Models for Multivariate Time Series Imputation NIPS 2024
Flow Snapshot Neurons in Action: Deep Neural Networks Generalize to Biological Motion Perception NIPS 2024
FlexSBDD: Structure-Based Drug Design with Flexible Protein Modeling NIPS 2024