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Representation Learning

18,863 papers

Papers per year

Papers

Diffusion Actor-Critic with Entropy Regulator NIPS 2024
What Rotary Position Embedding Can Tell Us: Identifying Query and Key Weights Corresponding to Basic Syntactic or High-level Semantic Information NIPS 2024
Dissecting Query-Key Interaction in Vision Transformers NIPS 2024
Taming the Long Tail in Human Mobility Prediction NIPS 2024
Categorical Flow Matching on Statistical Manifolds NIPS 2024
Abrupt Learning in Transformers: A Case Study on Matrix Completion NIPS 2024
FilterNet: Harnessing Frequency Filters for Time Series Forecasting NIPS 2024
Not All Diffusion Model Activations Have Been Evaluated as Discriminative Features NIPS 2024
DECRL: A Deep Evolutionary Clustering Jointed Temporal Knowledge Graph Representation Learning Approach NIPS 2024
When does perceptual alignment benefit vision representations? NIPS 2024
Empowering Active Learning for 3D Molecular Graphs with Geometric Graph Isomorphism NIPS 2024
emg2pose: A Large and Diverse Benchmark for Surface Electromyographic Hand Pose Estimation NIPS 2024
CryoSPIN: Improving Ab-Initio Cryo-EM Reconstruction with Semi-Amortized Pose Inference NIPS 2024
Deep Homomorphism Networks NIPS 2024
What Variables Affect Out-of-Distribution Generalization in Pretrained Models? NIPS 2024
Construction and Application of Materials Knowledge Graph in Multidisciplinary Materials Science via Large Language Model NIPS 2024
Contrasting with Symile: Simple Model-Agnostic Representation Learning for Unlimited Modalities NIPS 2024
Geometric-Averaged Preference Optimization for Soft Preference Labels NIPS 2024
Enhancing Graph Transformers with Hierarchical Distance Structural Encoding NIPS 2024
Graph Neural Flows for Unveiling Systemic Interactions Among Irregularly Sampled Time Series NIPS 2024
Learning on Large Graphs using Intersecting Communities NIPS 2024
Learning De-Biased Representations for Remote-Sensing Imagery NIPS 2024
Challenges of Generating Structurally Diverse Graphs NIPS 2024
Where Do Large Learning Rates Lead Us? NIPS 2024
Mixture of Nested Experts: Adaptive Processing of Visual Tokens NIPS 2024