conftrace_

Representation Learning

20,822 papers

Papers per year

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101
309
2011
2283
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Papers

IUCL at WASSA 2022 Shared Task: A Text-only Approach to Empathy and Emotion Detection ACL 2022
Unsupervised Abstractive Dialogue Summarization with Word Graphs and POV Conversion ACL 2022
A two-stream convolution architecture for ESC based on audio feature distanglement ACML 2022
ProtoBandit: Efficient Prototype Selection via Multi-Armed Bandits ACML 2022
Balanced Spatial-Temporal Graph Structure Learning for Multivariate Time Series Forecasting: A Trade-off between Efficiency and Flexibility ACML 2022
Value Function Approximations via Kernel Embeddings for No-Regret Reinforcement Learning ACML 2022
BeautifAI - Personalised Occasion-based Makeup Recommendation ACML 2022
Multi-Scale Anomaly Detection for Time Series with Attention-based Recurrent Autoencoders ACML 2022
Learning Disentangled Representation in Pruning for Real-Time UAV Tracking ACML 2022
Interpretable Representation Learning from Temporal Multi-view Data ACML 2022
On the expressivity of bi-Lipschitz normalizing flows ACML 2022
Layer-wise Adaptive Graph Convolution Networks Using Generalized Pagerank ACML 2022
Constrained Density Matching and Modeling for Cross-lingual Alignment of Contextualized Representations ACML 2022
Cross-Loss Influence Functions to Explain Deep Network Representations AISTATS 2022
Deep Layer-wise Networks Have Closed-Form Weights AISTATS 2022
Exploiting Correlation to Achieve Faster Learning Rates in Low-Rank Preference Bandits AISTATS 2022
Exploring Image Regions Not Well Encoded by an INN AISTATS 2022
Analysis of a Target-Based Actor-Critic Algorithm with Linear Function Approximation AISTATS 2022
Physics Informed Deep Kernel Learning AISTATS 2022
Equivariance Discovery by Learned Parameter-Sharing AISTATS 2022
Dimensionality Reduction and Prioritized Exploration for Policy Search AISTATS 2022
Improving Attribution Methods by Learning Submodular Functions AISTATS 2022
Conditional Gradients for the Approximately Vanishing Ideal AISTATS 2022
Leveraging Time Irreversibility with Order-Contrastive Pre-training AISTATS 2022
Moment Matching Deep Contrastive Latent Variable Models AISTATS 2022