← Learning Types
Machine Learning › Learning Types ›

Representation Learning

2843 directly classified papers

Papers per year

Papers

Weakly Supervised Segmentation on Outdoor 4D Point Clouds With Temporal Matching and Spatial Graph Propagation CVPR 2022
AlignMixup: Improving Representations by Interpolating Aligned Features CVPR 2022
Learning Modal-Invariant and Temporal-Memory for Video-Based Visible-Infrared Person Re-Identification CVPR 2022
PNP: Robust Learning From Noisy Labels by Probabilistic Noise Prediction CVPR 2022
Selective-Supervised Contrastive Learning With Noisy Labels CVPR 2022
Unsupervised Learning of Debiased Representations With Pseudo-Attributes CVPR 2022
Is Neural Topic Modelling Better than Clustering? An Empirical Study on Clustering with Contextual Embeddings for Topics NAACL 2022
Contrastive Representation Learning for Cross-Document Coreference Resolution of Events and Entities NAACL 2022
ElitePLM: An Empirical Study on General Language Ability Evaluation of Pretrained Language Models NAACL 2022
Recognition of They/Them as Singular Personal Pronouns in Coreference Resolution NAACL 2022
Enhance Incomplete Utterance Restoration by Joint Learning Token Extraction and Text Generation NAACL 2022
Abstraction not Memory: BERT and the English Article System NAACL 2022
Provable General Function Class Representation Learning in Multitask Bandits and MDP NIPS 2022
On Finite-Sample Identifiability of Contrastive Learning-Based Nonlinear Independent Component Analysis ICML 2022
Meta-Complementing the Semantics of Short Texts in Neural Topic Models NIPS 2022
Personalized Federated Learning through Local Memorization ICML 2022
SPECTRE: Spectral Conditioning Helps to Overcome the Expressivity Limits of One-shot Graph Generators ICML 2022
Minimizing Control for Credit Assignment with Strong Feedback ICML 2022
Interpretable and Generalizable Graph Learning via Stochastic Attention Mechanism ICML 2022
Measuring Representational Robustness of Neural Networks Through Shared Invariances ICML 2022
A Differential Entropy Estimator for Training Neural Networks ICML 2022
Fishr: Invariant Gradient Variances for Out-of-Distribution Generalization ICML 2022
The CLRS Algorithmic Reasoning Benchmark ICML 2022
Accelerating Shapley Explanation via Contributive Cooperator Selection ICML 2022
Denoised MDPs: Learning World Models Better Than the World Itself ICML 2022