conftrace_
← Keywords

representation learning

6206 papers

Explore in graph

Also known as

RL

Co-occurring keywords

contrastive learning (4032) self-supervised learning (3777) transfer learning (5449) neural network (6616) unsupervised learning (3264) graph neural network (3962) multimodal learning (4645) domain adaptation (4595) feature learning (1311) language model (4599)

Papers

GraphMETRO: Mitigating Complex Graph Distribution Shifts via Mixture of Aligned Experts NIPS 2024
Algebraic Positional Encodings NIPS 2024
Towards Stable Representations for Protein Interface Prediction NIPS 2024
Improving Viewpoint-Independent Object-Centric Representations through Active Viewpoint Selection NIPS 2024
EEGPT: Pretrained Transformer for Universal and Reliable Representation of EEG Signals NIPS 2024
A Walsh Hadamard Derived Linear Vector Symbolic Architecture NIPS 2024
Segment, Shuffle, and Stitch: A Simple Layer for Improving Time-Series Representations NIPS 2024
Exploiting Representation Curvature for Boundary Detection in Time Series NIPS 2024
Eye-gaze Guided Multi-modal Alignment for Medical Representation Learning NIPS 2024
Understanding Representation of Deep Equilibrium Models from Neural Collapse Perspective NIPS 2024
Resource-Aware Federated Self-Supervised Learning with Global Class Representations NIPS 2024
Representation Noising: A Defence Mechanism Against Harmful Finetuning NIPS 2024
No Train, all Gain: Self-Supervised Gradients Improve Deep Frozen Representations NIPS 2024
Addressing Spatial-Temporal Heterogeneity: General Mixed Time Series Analysis via Latent Continuity Recovery and Alignment NIPS 2024
Using Time-Aware Graph Neural Networks to Predict Temporal Centralities in Dynamic Graphs NIPS 2024
D2R2: Diffusion-based Representation with Random Distance Matching for Tabular Few-shot Learning NIPS 2024
Diff-eRank: A Novel Rank-Based Metric for Evaluating Large Language Models NIPS 2024
Multi-view Masked Contrastive Representation Learning for Endoscopic Video Analysis NIPS 2024
Learning Successor Features the Simple Way 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
What Variables Affect Out-of-Distribution Generalization in Pretrained Models? NIPS 2024
Contrasting with Symile: Simple Model-Agnostic Representation Learning for Unlimited Modalities NIPS 2024
Co-occurrence is not Factual Association in Language Models NIPS 2024
Federated Model Heterogeneous Matryoshka Representation Learning NIPS 2024